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doc/source/whatsnew/v0.24.0.rst

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@@ -1213,6 +1213,7 @@ Performance Improvements
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The speed increase is both when indexing by label (using .loc) and position(.iloc) (:issue:`20395`)
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Slicing a monotonically increasing :class:`CategoricalIndex` itself (i.e. ``ci[1000:2000]``)
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shows similar speed improvements as above (:issue:`21659`)
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- Improved performance of :meth:`CategoricalIndex.equals` when comparing to another :class:`CategoricalIndex` (:issue:`24023`)
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- Improved performance of :func:`Series.describe` in case of numeric dtpyes (:issue:`21274`)
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- Improved performance of :func:`pandas.core.groupby.GroupBy.rank` when dealing with tied rankings (:issue:`21237`)
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- Improved performance of :func:`DataFrame.set_index` with columns consisting of :class:`Period` objects (:issue:`21582`, :issue:`21606`)

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