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Add entry to whatsnew
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doc/source/whatsnew/v2.1.0.rst

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- Bug in :func:`api.interchange.from_dataframe` when converting an empty DataFrame object (:issue:`53155`)
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- Bug in :func:`assert_almost_equal` now throwing assertion error for two unequal sets (:issue:`51727`)
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- Bug in :func:`assert_frame_equal` checks category dtypes even when asked not to check index type (:issue:`52126`)
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- Bug in :meth:`DataFrame.pivot_table` with casting the mean of ints back to an int (:issue:`16676`)
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- Bug in :meth:`DataFrame.reindex` with a ``fill_value`` that should be inferred with a :class:`ExtensionDtype` incorrectly inferring ``object`` dtype (:issue:`52586`)
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- Bug in :meth:`DataFrame.shift` and :meth:`Series.shift` and :meth:`DataFrameGroupBy.shift` when passing both "freq" and "fill_value" silently ignoring "fill_value" instead of raising ``ValueError`` (:issue:`53832`)
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- Bug in :meth:`DataFrame.shift` with ``axis=1`` on a :class:`DataFrame` with a single :class:`ExtensionDtype` column giving incorrect results (:issue:`53832`)
@@ -650,7 +651,6 @@ Other
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- Bug in :meth:`Series.memory_usage` when ``deep=True`` throw an error with Series of objects and the returned value is incorrect, as it does not take into account GC corrections (:issue:`51858`)
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- Bug in :meth:`period_range` the default behavior when freq was not passed as an argument was incorrect(:issue:`53687`)
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- Fixed incorrect ``__name__`` attribute of ``pandas._libs.json`` (:issue:`52898`)
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.. ***DO NOT USE THIS SECTION***
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