A Streamlit web app that transforms Presto card CSV data into interactive visualizations and insights for travel patterns, spending, and route analysis.
- Dashboard – Key metrics, top stops, spending charts, and map view
- Travel Patterns – Day/hour breakdowns and heatmaps
- Route Analysis – Frequent locations and trip sequences
- Spending Insights – Spending by agency, location, and time
- Data Explorer – Filter and search raw transit data
Get your data: Export CSV from Presto Transit Usage Report
Expected columns: Date, TransitAgency, Location, Type, Amount (the older Transit Agency header also works). Card top-up rows (Epurse Load) are excluded from all trip and spending stats automatically.
Run locally:
pip install -r requirements.txt
streamlit run transit_tool.pyRun with Docker:
docker build -t transit-lens .
docker run -p 8501:8501 transit-lensOpen http://localhost:8501