A newer version of the Gradio SDK is available: 6.20.0
metadata
title: Spatial Interpolation Modeler
emoji: 🔆
colorFrom: yellow
colorTo: green
sdk: gradio
app_file: app.py
pinned: false
Spatial Interpolation & Geodemographic Modeler
An interactive computational tool designed for spatial demographics, public opinion modeling, environmental exposure, and digital humanities to estimate un-sampled points and cluster tracts.
Features
- Inverse Distance Weighting (IDW): Dynamically estimates and predicts values (e.g. air quality, household income) at un-sampled target coordinates.
- Dense Bounding Bounding Surface Grid: Auto-compiles a dense 15x15 coordinate interpolation matrix to display a smooth, color-graded Leaflet map.
- K-Means Geodemographic Segments: Performs multivariate clustering using census indicators (such as poverty, unemployment, and rent) to group tracts.
- Interactive Leaflet Maps: Displays sampled markers and dense estimated grids in beautiful spectral visual gradients to show spatial patterns.