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geospatial-analysis - Analyze geospatial data with GeoPandas

Analyze geospatial data using GeoPandas with proper coordinate projections to calculate distances and perform spatial filtering on geographic features.

Tags

Updated: 2026-09-18

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Load GeoJSON files
  • Filter points within polygons
  • Project coordinate reference systems
  • Calculate distances between geometries
  • Combine geometries using unary union
  • Find extreme distance points

Inputs

  • GeoJSON files
  • Geographic coordinate data

Outputs

  • Calculated distance metrics
  • Spatially filtered GeoDataFrames

Requirements

  • Python environment
  • GeoPandas library
  • Shapely library

Source

  • Spec: SKILL.md
geospatial-analysis
geopandas
gis
spatial-filtering
distance-calculation
Load GeoJSON files
Filter points within polygons
Project coordinate reference systems
Calculate distances between geometries
GeoJSON files
Geographic coordinate data
Calculated distance metrics
Spatially filtered GeoDataFrames