I created an issue for this here
Maybe it just needs a PR to get more attention
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Thanks for raising that issue. Would love to see it mentioned in the Pandas docs. Let me know if you need anything from me to push that forward.
Landed: https://github.com/pandas-dev/pandas/pull/37744#issuecomment-729256095
Should show up here soon: https://pandas.pydata.org/docs/ecosystem.html#visualization
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