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GeoPandas

Maintainer K-Dense Inc. · Last updated April 1, 2026

GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis.

Claude CodeOpenClawNanoClawAnalysisReproductiongeopandasscientific-communicationpackagedata analysis & visualization

Original source

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/geopandas

Maintainer: K-Dense Inc.
License: BSD-3-Clause license
Last updated: April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis.
uv pip install mapclassify.

Source Doc

Excerpt From SKILL.md

For PostGIS database support

uv pip install psycopg2 uv pip install geoalchemy2

For cartographic projections

uv pip install cartopy


## Read spatial data

gdf = gpd.read_file("data.geojson")

Use cases

Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data.
Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.

Not for

Do not rely on this catalog entry alone for installation or maintenance details.

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