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doc/source/whatsnew/v0.24.0.txt
@@ -1208,6 +1208,7 @@ Sparse
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- Bug in ``DataFrame.groupby`` not including ``fill_value`` in the groups for non-NA ``fill_value`` when grouping by a sparse column (:issue:`5078`)
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- Bug in unary inversion operator (``~``) on a ``SparseSeries`` with boolean values. The performance of this has also been improved (:issue:`22835`)
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- Bug in :meth:`SparseArary.unique` not returning the unique values (:issue:`19595`)
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+- Fixed :meth:`DataFrame.nsmallest` and :meth:`DataFrame.nlargest` for dataframes that have :class:`MultiIndex`ed columns (:issue:`23033`).
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Build Changes
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^^^^^^^^^^^^^
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