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Building a Data-Driven City: Integrating Housing, Safety, and Deprivation Metrics with Python

This post details how to build an interactive urban planning visualization system using Python, Geopandas, and Folium by integrating housing pipelines, crime data, and socioeconomic metrics.

December 3, 2025 · 7 min · 1444 words · Tategoto Azarasi