What's new in 1.2.0 (??)

These are the changes in pandas 1.2.0. See :ref:`release` for a full changelog including other versions of pandas.

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Enhancements

Other enhancements

Deprecations

Performance improvements

Bug fixes

Categorical

Datetimelike

Timedelta

Timezones

Numeric

Conversion

Strings

Interval

Indexing

Missing

MultiIndex

I/O

Plotting

Groupby/resample/rolling

Bug in :meth:`DataFrameGroupBy.apply` that would some times throw an erroneous ValueError if the grouping axis had duplicate entries (:issue:`16646`)

Reshaping

Sparse

ExtensionArray

Other

Contributors