A newer version of the Gradio SDK is available: 6.20.0
metadata
title: Spatial Cluster Analyzer
emoji: 📈
colorFrom: green
colorTo: indigo
sdk: gradio
app_file: app.py
pinned: false
Spatial Pattern & Cluster Analyzer
An interactive computational tool designed for spatial social science, sociology, public health, and criminology to analyze spatial clustering, calculate Global Moran's I, and identify spatial hotspots (Getis-Ord Gi*).
Features
- Global Moran's I: Computes Global Moran's I to test whether values are clustered, dispersed, or random, accompanied by analytical Z-scores and two-tailed p-values.
- Getis-Ord Gi* Hot Spot Mapping: Calculates localized spatial clustering to identify significant High-High hotspots and Low-Low coldspots.
- Interactive Leaflet Maps: Visualizes hotspots in a responsive, beautifully styled CartoDB Dark Matter map containing coordinates and z-scores.
- Pedagogical Report: Automatically translates statistical math into jargon-free, educational sociological descriptions for students.