Tasks
Step-by-step guides for common spatial data tasks in Python. Read shapefiles, export GeoJSON, reproject layers, run spatial joins, and more.
How to Fix Invalid Geometries in Python (GeoPandas)
How to find and fix invalid geometries in GeoPandas using buffer(0), make_valid, and geometry validation checks.
Read more
How to Read a Shapefile in Python with GeoPandas
Step-by-step guide to reading a shapefile in Python using GeoPandas, with examples and common issues covered.
Read more
How to Reproject Spatial Data in Python (GeoPandas)
How to reproject spatial data in Python using GeoPandas to_crs(), with examples for common coordinate systems.
Read more
How to Perform a Spatial Join in Python (GeoPandas)
How to perform a spatial join in Python with GeoPandas sjoin(), with examples for point-in-polygon and other predicates.
Read more
How to Export GeoJSON in Python with GeoPandas
How to export a GeoDataFrame to GeoJSON in Python using GeoPandas, with driver options and output examples.
Read more