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Copy file name to clipboardExpand all lines: doc/source/whatsnew/v0.17.0.txt
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- Datetime accessor (``dt``) now supports ``Series.dt.strftime`` to generate formatted strings for datetime-likes, and ``Series.dt.total_seconds`` to generate each duration of the timedelta in seconds. See :ref:`here <whatsnew_0170.strftime>`
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- ``Period`` and ``PeriodIndex`` can handle multiplied freq like ``3D``, which corresponding to 3 days span. See :ref:`here <whatsnew_0170.periodfreq>`
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- Development installed versions of pandas will now have ``PEP440`` compliant version strings (:issue:`9518`)
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- Development support for benchmarking with the `Air Speed Velocity library <https://github.com/spacetelescope/asv/>`_ (:issue:`8316`)
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- Development support for benchmarking with the `Air Speed Velocity library <https://github.com/spacetelescope/asv/>`_ (:issue:`8361`)
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- Support for reading SAS xport files, see :ref:`here <whatsnew_0170.enhancements.sas_xport>`
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- Documentation comparing SAS to *pandas*, see :ref:`here <compare_with_sas>`
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- Removal of the automatic TimeSeries broadcasting, deprecated since 0.8.0, see :ref:`here <whatsnew_0170.prior_deprecations>`
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Performance Improvements
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~~~~~~~~~~~~~~~~~~~~~~~~
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- Development support for benchmarking with the `Air Speed Velocity library <https://github.com/spacetelescope/asv/>`_ (:issue:`8316`)
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- Development support for benchmarking with the `Air Speed Velocity library <https://github.com/spacetelescope/asv/>`_ (:issue:`8361`)
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- Added vbench benchmarks for alternative ExcelWriter engines and reading Excel files (:issue:`7171`)
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- Performance improvements in ``Categorical.value_counts`` (:issue:`10804`)
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- Performance improvements in ``SeriesGroupBy.nunique`` and ``SeriesGroupBy.value_counts`` and ``SeriesGroupby.transform`` (:issue:`10820`, :issue:`11077`)
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