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This project focuses on analyzing real-time traffic incident data to uncover insights such as incident trends, geographic hotspots, and the types of traffic issues commonly reported. The analysis combines Python for data cleaning and Tableau for interactive visualizations.

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eincagle/austin-traffic-incident-analysis

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austin-traffic-incident-analysis

Tableau Dashboard

You can view the interactive Traffic Incident Analysis Dashboard.

Austin Traffic Incident Heatmap and Analysis

Traffic Incident Analysis

This project analyzes real-time traffic incidents to visualize key patterns and trends, including geographic hotspots and incident types.

Project Components

  • Python Code: Data cleaning and preprocessing using Python (pandas).
  • Cleaned Data: CSV file containing the cleaned data.
  • Tableau Dashboard: Interactive visualizations of traffic incidents.

How to Run the Python Script

  1. Clone the repository:
    git clone https://github.com/eincagle/austin-traffic-incident-analysis
    cd austin-traffic-incident-analysis

About

This project focuses on analyzing real-time traffic incident data to uncover insights such as incident trends, geographic hotspots, and the types of traffic issues commonly reported. The analysis combines Python for data cleaning and Tableau for interactive visualizations.

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