---
title: Spatial Network Analyzer
emoji: 🕸️
colorFrom: indigo
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
---

# Route Equity & Spatial Network Analyzer

An interactive computational tool designed for urban sociology, transportation equity, public policy, and digital humanities to evaluate spatial access, map route networks, and analyze transit deserts.

### Features
1. **Circuity-Factor Road Multipliers**: Calculates travel distances using coordinates and applies a standard winding multiplier (circuity coefficient) to simulate realistic street routing.
2. **Transit Equity Auditor**: Correlates travel distances from starting tracts to destinations with demographic attributes (e.g. poverty, minority share) to calculate inequality ratios.
3. **Interactive Visual Connectivity Maps**: Displays starting neighborhoods, destination vital hubs, and draws connecting routes color-coded by accessibility status.
4. **Pedagogical Indicators**: Automatically categorizes neighborhoods (High Accessibility vs. Isolated Transit Deserts) and provides clear socio-spatial insights.