The `hexbin` function in the `mpl_toolkits.basemap.Basemap` module is used to create a hexagonal binning plot on a map. This plot represents the density of data points within each hexagonal bin. It is particularly useful when visualizing large datasets with numerous points, by aggregating them into hexagonal bins and assigning a color or shading to each bin based on the number of points it contains. This function provides a way to analyze spatial patterns and variations in data distribution on a map.
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