You end up with this: As you can see Pandas completely ignores the rcParams assignment, and sets it's own colours. I have only included in this example the exact elements (box, whiskers, caps, medians ...
rcParams could not be loaded in latest version of Matplotlib, which throws error while importing pyplot. Tried updating and reinstalling multiple times, finally fixed ...