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Column misnaming/typo is indeed a problem in pandas. I think a powerful IDE could do the trick though.

Sort of... the IDE would want the mypy (or otherwise) typings to surface that. Internally, the dataframe library should make it easier for the IDE to see that, vs today's norm of tracking just "Any" / "Index" / "Series" / ... .

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