GeoPandas and Shapely

pandas for geographic data (GeoPandas) built on geometry operations (Shapely).

Easy

import geopandas as gpd
wards = gpd.read_file("wards.geojson").to_crs(32643)   # UTM zone 43N
wards["area_km2"] = wards.area / 1e6

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