This is where altair_transform comes in. It includes a (nearly) complete Python implementation of Vega-Lite's transform layer, so that you can easily extract a pandas dataframe with the computed ...

Altair's key strength is the provision of a clear mental model based on a set of graphical primitives and carefully designed combinatoric rules, that yields an ample space of graphical displays, ...