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

For interactive maps

uv pip install folium

For classification schemes in mapping

uv pip install mapclassify Show more