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DOC: move versions 0.22 -> 0.23, add 0.22 docs
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doc/source/whatsnew.rst

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These are new features and improvements of note in each release.
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.. include:: whatsnew/v0.23.0.txt
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.. include:: whatsnew/v0.22.0.txt
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.. include:: whatsnew/v0.21.1.txt

doc/source/whatsnew/v0.22.0

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.. _whatsnew_0220:
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v0.22.0
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-------
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This is a major release from 0.21.1 and includes a number of API changes,
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deprecations, new features, enhancements, and performance improvements along
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with a large number of bug fixes. We recommend that all users upgrade to this
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version.
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.. _whatsnew_0220.api_breaking:
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Backwards incompatible API changes
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

doc/source/whatsnew/v0.22.0.txt renamed to doc/source/whatsnew/v0.23.0

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.. _whatsnew_0220:
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.. _whatsnew_0230:
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v0.22.0
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v0.23.0
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-------
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This is a major release from 0.21.1 and includes a number of API changes,
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deprecations, new features, enhancements, and performance improvements along
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with a large number of bug fixes. We recommend that all users upgrade to this
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version.
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.. _whatsnew_0220.enhancements:
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.. _whatsnew_0230.enhancements:
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New features
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~~~~~~~~~~~~
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pd.get_dummies(df, columns=['c'], dtype=bool).dtypes
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.. _whatsnew_0220.enhancements.merge_on_columns_and_levels:
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.. _whatsnew_0230.enhancements.merge_on_columns_and_levels:
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Merging on a combination of columns and index levels
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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left.merge(right, on=['key1', 'key2'])
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.. _whatsnew_0220.enhancements.ran_inf:
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.. _whatsnew_0230.enhancements.ran_inf:
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``.rank()`` handles ``inf`` values when ``NaN`` are present
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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s.rank(na_option='top')
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.. _whatsnew_0220.enhancements.other:
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.. _whatsnew_0230.enhancements.other:
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Other Enhancements
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^^^^^^^^^^^^^^^^^^
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- :func:``DataFrame.to_json`` and ``Series.to_json`` now accept an ``index`` argument which allows the user to exclude the index from the JSON output (:issue:`17394`)
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- ``IntervalIndex.to_tuples()`` has gained the ``na_tuple`` parameter to control whether NA is returned as a tuple of NA, or NA itself (:issue:`18756`)
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.. _whatsnew_0220.api_breaking:
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.. _whatsnew_0230.api_breaking:
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Backwards incompatible API changes
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. _whatsnew_0220.api_breaking.deps:
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.. _whatsnew_0230.api_breaking.deps:
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Dependencies have increased minimum versions
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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- Building from source now explicity requires ``setuptools`` in ``setup.py`` (:issue:`18113`)
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- Updated conda recipe to be in compliance with conda-build 3.0+ (:issue:`18002`)
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.. _whatsnew_0220.api:
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.. _whatsnew_0230.api:
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Other API Changes
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- :func:`pandas.merge` now raises a ``ValueError`` when trying to merge on incompatible data types (:issue:`9780`)
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- :func:`wide_to_long` previously kept numeric-like suffixes as ``object`` dtype. Now they are cast to numeric if possible (:issue:`17627`)
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.. _whatsnew_0220.deprecations:
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.. _whatsnew_0230.deprecations:
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Deprecations
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~~~~~~~~~~~~
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- ``Series.valid`` is deprecated. Use :meth:`Series.dropna` instead (:issue:`18800`).
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- :func:`read_excel` has deprecated the ``skip_footer`` parameter. Use ``skipfooter`` instead (:issue:`18836`)
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.. _whatsnew_0220.prior_deprecations:
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.. _whatsnew_0230.prior_deprecations:
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Removal of prior version deprecations/changes
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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- :func:`read_csv` has dropped the ``as_recarray`` parameter (:issue:`13373`)
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- :func:`read_csv` has dropped the ``buffer_lines`` parameter (:issue:`13360`)
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.. _whatsnew_0230.performance:
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Performance Improvements
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~~~~~~~~~~~~~~~~~~~~~~~~
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- Improved performance of ``DatetimeIndex`` and ``Series`` arithmetic operations with Business-Month and Business-Quarter frequencies (:issue:`18489`)
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- :func:`Series` / :func:`DataFrame` tab completion limits to 100 values, for better performance. (:issue:`18587`)
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.. _whatsnew_0220.docs:
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.. _whatsnew_0230.docs:
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Documentation Changes
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~~~~~~~~~~~~~~~~~~~~~
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.. _whatsnew_0230.bug_fixes:
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Bug Fixes
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~~~~~~~~~

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