README.md

---
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