TransitLens 🚆🔍

A Streamlit web app that transforms Presto card CSV data into interactive visualizations and insights for travel patterns, spending, and route analysis.

Features

• 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

Quick Start

Get your data: Export CSV from Presto Transit Usage Report

Run locally:

pip install -r requirements.txt
streamlit run transit_tool.py

Run with Docker:

docker build -t transit-lens .
docker run -p 8501:8501 transit-lens

Open http://localhost:8501