Fix KeyError when using column of pd.Categorical dtype with unobserved categories #4437
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This PR passes
observed=True
to omit categorical values with no observations in the dataset. Fixes #4274 and #4433.Also silences the FutureWarning from pandas-dev/pandas#43999 since pandas 2.1 that the default of
observed=False
will be changed toTrue
in a future version.Following code raises
KeyError: 'Fri'
before this fix: