This post explains the difference between a distribution package and an import package in Python, highlighting that while a distribution package is what is installed via pip, the import package is what Python recognizes when importing. It clarifies that these terms refer to different concepts in the ecosystem, which can lead to confusion, as illustrated with the example of the Pillow library.