NYC Motor Vehicle Collision Analysis

    Created interactive dashboards and geospatial visualizations for analyzing NYC vehicle collision data.

    Muhammad Zeeshan

    Technologies Used

    Python
    Pandas
    Plotly
    Folium
    GeoPandas
    Streamlit

    Key Features

    1

    Geospatial visualization of collision hotspots

    2

    Time-series analysis of collision trends

    3

    Interactive filtering by borough, vehicle type, and time period

    4

    Heatmap visualization of high-risk areas

    5

    Statistical analysis of contributing factors

    Implementation

    Developed a comprehensive dashboard using Streamlit that processes NYC Open Data collision records, performs geospatial analysis, and creates interactive visualizations. Implemented clustering algorithms to identify high-risk zones.

    Results & Impact

    Successfully identified top 10 collision hotspots in NYC and temporal patterns showing peak collision hours. Insights used for traffic safety recommendations.