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API: mode.nan_is_na to consistently distinguish NaN-vs-NA #62040

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@jbrockmendel jbrockmendel commented Aug 4, 2025

  • closes #xxxx (Replace xxxx with the GitHub issue number)
  • Tests added and passed if fixing a bug or adding a new feature
  • All code checks passed.
  • Added type annotations to new arguments/methods/functions.
  • Added an entry in the latest doc/source/whatsnew/vX.X.X.rst file if fixing a bug or adding a new feature.

As discussed on the last dev call, this implements "mode.nan_is_na" (default True) to consider NaN as either always-equivalent or never-equivalent to NA.

This sits on top of

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