GeoPandas GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis. Installation Optional Dependencies Quick Start Core Concepts Data Structures - GeoSeries : Vector of geometries with spatial operations - GeoDataFrame : Tabular data structure with geometry column See data-structures.md for details. Reading and Writing Data GeoPandas reads/writes multiple formats: Shapefile, GeoJSON, GeoPackage, PostGIS, Parquet. See data-io.md for comprehensive I/O operations. Coordinate Reference Systems Always…