Comment by HelloNurse

Guess what, doing a relatively complex but standard task (filtering and aggregating example penguins) with a specialized and ossified library (Pandas) is better than doing it "bare.handed" with basic lists and dicts.

More terse, more efficient, less error prone, hopefully more numerically accurate, as if Python had an ecosystem of well designed libraries on par with R.