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 ...
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While changing the styling of my plots I also tried to change the font used for the tick labels. Upon closer inspection you can notice that the alignment is somehow off for the y tick label "1" in ...