v0.25.0.rst

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What's New in 0.25.0 (April XX, 2019)

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These are the changes in pandas 0.25.0. See :ref:`release` for a full changelog including other versions of pandas.

Other Enhancements

Backwards incompatible API changes

Indexing and getitem

Indexing and getitem of pd.DataFrame now accept zerodim np.array.

.. ipython:: python
    df = pd.DataFrame([[1, 2], [3, 4]])[np.array(0)]
    df.iloc[np.array(0)]
    df.loc[np.array(0)]
    df[np.array(0)]

Indexing and getitem of pd.Series now accept zerodim np.array.

.. ipython:: python
    sr = pd.Series([1, 2])
    sr.iloc[np.array(0)]
    sr.loc[np.array(0)]
    sr[np.array(0)]

Other API Changes

Deprecations

Removal of prior version deprecations/changes

Performance Improvements

Bug Fixes

Categorical

Datetimelike

Timedelta

Timezones

Numeric

Conversion

Strings

Interval

Indexing

Missing

MultiIndex

I/O

Plotting

Groupby/Resample/Rolling

Reshaping

Sparse

Other

Contributors

.. contributors:: v0.24.x..HEAD