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GeoPandas is a Python library that extends pandas with native support for geospatial data. It treats geographic geometries—points, lines, and polygons—as a first-class column type within DataFrames, enabling users to store, manipulate, and analyze vector spatial data alongside traditional tabular attributes. The library is built on top of proven geospatial components: it uses Shapely for all geometric operations, Fiona and GDAL for reading and writing standard spatial file formats, PyProj for coordinate reprojection, and an R‑tree spatial index (from Shapely) to accelerate spatial queries. Wh
The main features of ushahidi/geograpy are: Geographical Tools.
Projects with overlapping indexed features include: bokeh/datashader. deniscarriere/geocoder — :earth_asia: Python Geocoder. geopandas/geopandas — GeoPandas is a Python library that extends pandas with native support for geospatial data. It treats geographic… lmcinnes/pynndescent. pbugnion/gmaps. pysal/pysal — PySAL: Python Spatial Analysis Library Meta-Package.
