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For Python a better (and fully automatic) solution is emacs-pet (https://github.com/wyuenho/emacs-pet).
I think the issue is that pandas provides its stubs via a separate package namely pandas-stubs. It seems some packages provide their stubs in a separate package i.a.w PEP561. If I install this package I get completions etc. as you might expect.
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