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

:class:`Index` with object dtype supports division and multiplication (:issue:`34160`)

Deprecations

Performance improvements

Bug fixes

Categorical

Datetimelike

Bug in :attr:`DatetimeArray.date` where a ValueError would be raised with a read-only backing array (:issue:`33530`)

Timedelta

Bug in :class:`TimedeltaIndex`, :class:`Series`, and :class:`DataFrame` floor-division with timedelta64 dtypes and NaT in the denominator (:issue:`35529`)

Timezones

Bug in :func:`date_range` was raising AmbiguousTimeError for valid input with ambiguous=False (:issue:`35297`)

Numeric

Conversion

Strings

Interval

Indexing

Missing

MultiIndex

I/O

Plotting

Groupby/resample/rolling

Reshaping

Sparse

ExtensionArray

Other

Contributors