There is also another approach of mapping density, called binning. Generally speaking, binning is a technique of grouping N values/features into M groups, where M < N. The result of such an operation can be interpreted as a two-dimensional histogram.
Binning is an alternative to heat maps, not a replacement. The choice of the method depends on the requirements and further usage of the results. It is, however, worth mentioning that binning produces a vector output, while a heat map produces a raster output.
In general, binning can be described in two simple steps:
In this section, you will learn how to use this technique ...