README.md

metadata

title: NYC Taxi Mobility Equity Dashboard
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit

NYC Taxi Mobility Equity Dashboard

An interactive Solara dashboard analyzing whether FHV and Yellow Taxi services are equitably distributed across NYC neighborhoods relative to demographic baselines.

Features

• Pickup & drop-off choropleth maps for FHV and Yellow Taxi
• Diverging demographic maps showing deviation from citywide baseline
• Top-10 stats tables split by service and direction
• Month selector to explore Jan-Mar 2025 data

Data Sources

• NYC Taxi Zone geometry: data.source.coop
• NYC Census Blocks: opengeos.org
• Trip Records: NYC TLC (Jan-Mar 2025)

Architecture

• data_pipeline.py: one-time data processing, writes to processed_dashboard.db
• dashboard_helpers.py: reusable map and stats functions
• app.py: Solara UI components and layout