Individual skill
geopandas
Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.
skills/geopandas/SKILL.md
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SKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesSKILL.mdcore · 15,374 bytesreferences/crs-management.mddoc · 9,281 bytesreferences/data-io.mddoc · 13,955 bytesreferences/data-structures.mddoc · 7,611 bytesreferences/geometric-operations.mddoc · 10,041 bytesreferences/spatial-analysis.mddoc · 10,060 bytesreferences/visualization.mddoc · 9,793 bytesscripts/_common.pyruns · 22,036 bytesscripts/crs_reprojection_plan.pyruns · 8,118 bytesscripts/export_plan.pyruns · 11,149 bytesscripts/geometry_validity_report.pyruns · 7,436 bytesscripts/sensitive_coordinates_checklist.pyruns · 8,980 bytesscripts/spatial_join_audit.pyruns · 13,254 bytesscripts/vector_inventory.pyruns · 4,488 bytes
Read excerpt
# GeoPandas
Use GeoPandas for planar vector data represented as pandas-like `GeoSeries` and
`GeoDataFrame` objects. This skill targets stable **GeoPandas 1.2.0** (released
2026-09-28). The stable website currently carries a development build label;
release-specific behavior below was checked against the v1.2.0 source and wheel.
## Reproducible environment
GeoPandas 1.2.0 requires Python 3.11+, NumPy >=2, pandas >=2.2,
Shapely >=2.1, pyproj >=3.7, pyogrio >=0.8, and `packaging`. The current
pyproj wheel below requires Python 3.12+. This exact Python 3.12 snapshot was
smoke-tested on 2026-10-01: