What's new in 1.3.0 (??)

These are the changes in pandas 1.3.0. See :ref:`release` for a full changelog including other versions of pandas.

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Enhancements

Other enhancements

Notable bug fixes

These are bug fixes that might have notable behavior changes.

Increased minimum versions for dependencies

Other API changes

Deprecations

Performance improvements

Bug fixes

Categorical

Datetimelike

Timedelta

Timezones

Numeric

Bug in :meth:`DataFrame.quantile`, :meth:`DataFrame.sort_values` causing incorrect subsequent indexing behavior (:issue:`38351`)

Conversion

Strings

Interval

Indexing

Missing

MultiIndex

I/O

Bug in :func:`read_csv` raising IndexError with multiple header columns and index_col specified when file has no data rows (:issue:`38292`)

Period

Plotting

Groupby/resample/rolling

Reshaping

Sparse

ExtensionArray

Other

Contributors