Transport and communication are crucial in analytics, especially regarding environmental impacts and safety in urban areas. Increasing vehicles and people demand innovative solutions, with artificial intelligence and Multi-Agent Systems (MAS) gaining recognition.
A significant threat to aviation safety is bird strikes, which are collisions between birds and aircraft, including wildlife strikes involving bats and ground animals. Bird strikes can cause severe damage, particularly to jet engines, leading to engine failure and potential fatal accidents. These incidents are most likely during take-off, climb, approach, and landing due to higher bird activity at lower altitudes.
FAA data from 2000 to 2011 highlights the frequency and impact of bird strikes, emphasizing the need for effective mitigation strategies to enhance aviation safety.
data/: Dataset containing bird strike incidents between 2000–2011.dashboards/: Power BI dashboard file for visual analysis.screenshots/: Images of dashboards or visualizations.presentation/: PowerPoint file explaining problem statement, variables, and methodology.
- Frequency of bird strikes over time
- Most affected airports or regions
- Patterns and trends in incidents
- Potential safety recommendations
- Power BI – Dashboard & Data Visualization
- Excel/CSV – Data Preparation
- DAX – Measures & Calculations
- Open the Power BI dashboards in
dashboards/for interactive visualizations. - Review the screenshots in
screenshots/for a quick overview of findings. - Check the presentation in
presentation/for detailed project explanation. - Use the dataset in
data/to perform your own analysis or replicate the study.
Author: Pranjal Lalit Chavle | MSc Data Science @ Aston University