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Philadelphia Shooting Victims Analysis

An interactive data visualization and analysis of fatal shooting victims in Philadelphia from January 2015 to April 2025, based on publicly available data from the Philadelphia Police Department via OpenDataPhilly.

🔗 Live Project: https://anilkumar3494.github.io/Philadelphia_Shooting_Victims_Analysis/


📊 Project Goals

This project was developed as part of Drexel University's INFO 659 course. The primary goals of the project were:

  • To understand the profile of a fatal shooting victim in Philadelphia.
  • To identify where fatal shootings occur.
  • To examine how these trends have changed over time.

📁 Dataset


🔍 Key Findings

  • Most fatal shooting victims are Black, non-Latino males between the ages of 20–29.
  • Shootings involving head or chest wounds are significantly more likely to be fatal.
  • 92% of fatal shooting victims are male.
  • Geospatial visualizations and heatmaps help reveal high-risk neighborhoods.
  • The data shows consistent patterns over the 10-year period, with some yearly variation.

🗺️ Features of the Web App

  • 📌 Interactive Map: Visualize shooting incidents by year with cluster and popup features.
  • 🔥 Heatmaps: Analyze fatal vs. non-fatal and officer-involved shootings at a glance.
  • 🧠 Demographic Insights: Explore victim profiles by age, sex, race/ethnicity, and wound type.

📷 Screenshots

Click to expand
  • Victim demographics and wound analysis

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  • Year-by-year map filtering

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  • Interactive clustering & heatmap overlays

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  • Summary dashboard with key statistics


🧑‍💻 Team Members


📌 Limitations

  • Demographic categories are limited and may reflect reporting bias.
  • Data is based on officer reports, and may not fully represent how victims identify.
  • The dataset does not include complete details about incidents or outcomes.

🎯 Impact

This analysis helps inform city planners, public health officials, and community advocates by:

  • Identifying geographic hotspots for fatal violence.
  • Helping to allocate preventative resources more effectively.
  • Raising awareness of consistent patterns of victimization.

📜 License

This project is for academic and educational purposes only. Data is sourced from public records provided by the City of Philadelphia.

About

Understanding the profile of a shootings in Philadelphia and how it can be prevented and used for public insights.

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