Web Reference: Jul 23, 2025 · Spatial data, also known as geospatial data, GIS data, or geodata, is a type of numeric data that defines the geographic location of a physical object, such as a building, a street, a town, a city, a country, or other physical objects, using a geographic coordinate system. In Python, a primary tool is the GeoPandas library which allows you to load, transform, manipulate, and plot spatial data. In this tutorial, you’ll learn the basics of spatial analysis in Python. GeoPandas provides a high-level interface to the matplotlib library for making maps. Mapping shapes is as easy as using the plot() method on a GeoSeries or GeoDataFrame. Loading some example data: You can now plot those GeoDataFrames:
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