Govind2239/citymobilityandpollutioninsights

🚦 Traffic × Pollution Insight Dashboard

A Streamlit + Docker dashboard that analyzes how traffic, pollution, and weather interact.

✨ Features

🔧 Automated Dataset Cleaner

• —Cleans raw CSV files
• —Parses timestamps
• —Extracts numeric + text fields
• —Creates pollution composite score
• —Extracts weather features (rain)
• —Generates time-of-day features

📊 Main Analyses

1. 1.Traffic vs Pollution Trends
2. 2.Top 5 Polluted Cities (Traffic-Weighted)
3. 3.Mode of Transport Insights
4. 4.Weather Impact — Does Rain Reduce Traffic?
5. 5.Worst Time & Worst Area Heatmap
6. 6.Export cleaned dataset

📁 Project Structure