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Setting non-boolean values into a :class:`Series with ``dtype=bool`` consistently
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Setting non-boolean values into a :class:`Series` with ``dtype=bool`` consistently
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cast to ``dtype=object`` (:issue:`38709`)
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.. ipython:: python
@@ -695,7 +695,7 @@ Deprecations
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- Deprecated passing arguments as positional in :meth:`DataFrame.set_index` (other than ``"keys"``) (:issue:`41485`)
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- Deprecated passing arguments as positional (except for ``"levels"``) in :meth:`MultiIndex.set_levels` (:issue:`41485`)
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- Deprecated passing arguments as positional in :meth:`DataFrame.sort_index` and :meth:`Series.sort_index` (:issue:`41485`)
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- Deprecated passing arguments as positional in :meth:`DataFrame.drop_duplicates` (except for ``subset``), :meth:`Series.drop_duplicates`, :meth:`Index.drop_duplicates` and :meth:`MultiIndex.drop_duplicates`(:issue:`41485`)
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- Deprecated passing arguments as positional in :meth:`DataFrame.drop_duplicates` (except for ``subset``), :meth:`Series.drop_duplicates`, :meth:`Index.drop_duplicates` and :meth:`MultiIndex.drop_duplicates`(:issue:`41485`)
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- Deprecated passing arguments (apart from ``value``) as positional in :meth:`DataFrame.fillna` and :meth:`Series.fillna` (:issue:`41485`)
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- Deprecated passing arguments as positional in :meth:`DataFrame.reset_index` (other than ``"level"``) and :meth:`Series.reset_index` (:issue:`41485`)
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- Deprecated construction of :class:`Series` or :class:`DataFrame` with ``DatetimeTZDtype`` data and ``datetime64[ns]`` dtype. Use ``Series(data).dt.tz_localize(None)`` instead (:issue:`41555`,:issue:`33401`)
@@ -925,7 +925,7 @@ Indexing
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- Bug in :meth:`Series.__setitem__` raising ``ValueError`` when setting a :class:`Series` with a scalar indexer (:issue:`38303`)
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- Bug in :meth:`DataFrame.loc` dropping levels of :class:`MultiIndex` when :class:`DataFrame` used as input has only one row (:issue:`10521`)
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- Bug in :meth:`DataFrame.__getitem__` and :meth:`Series.__getitem__` always raising ``KeyError`` when slicing with existing strings an :class:`Index` with milliseconds (:issue:`33589`)
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- Bug in setting ``timedelta64`` or ``datetime64`` values into numeric :class:`Series` failing to cast to object dtype (:issue:`39086`, issue:`39619`)
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- Bug in setting ``timedelta64`` or ``datetime64`` values into numeric :class:`Series` failing to cast to object dtype (:issue:`39086`, :issue:`39619`)
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- Bug in setting :class:`Interval` values into a :class:`Series` or :class:`DataFrame` with mismatched :class:`IntervalDtype` incorrectly casting the new values to the existing dtype (:issue:`39120`)
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- Bug in setting ``datetime64`` values into a :class:`Series` with integer-dtype incorrect casting the datetime64 values to integers (:issue:`39266`)
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- Bug in setting ``np.datetime64("NaT")`` into a :class:`Series` with :class:`Datetime64TZDtype` incorrectly treating the timezone-naive value as timezone-aware (:issue:`39769`)
@@ -1046,7 +1046,7 @@ Groupby/resample/rolling
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- Bug in :class:`core.window.ewm.ExponentialMovingWindowGroupby` where the times vector and values became out of sync for non-trivial groups (:issue:`40951`)
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- Bug in :meth:`Series.asfreq` and :meth:`DataFrame.asfreq` dropping rows when the index is not sorted (:issue:`39805`)
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- Bug in aggregation functions for :class:`DataFrame` not respecting ``numeric_only`` argument when ``level`` keyword was given (:issue:`40660`)
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- Bug in :meth:`SeriesGroupBy.aggregate` where using a user-defined function to aggregate a ``Series`` with an object-typed :class:`Index` causes an incorrect :class:`Index` shape (issue:`40014`)
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- Bug in :meth:`SeriesGroupBy.aggregate` where using a user-defined function to aggregate a ``Series`` with an object-typed :class:`Index` causes an incorrect :class:`Index` shape (:issue:`40014`)
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- Bug in :class:`core.window.RollingGroupby` where ``as_index=False`` argument in ``groupby`` was ignored (:issue:`39433`)
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- Bug in :meth:`.GroupBy.any` and :meth:`.GroupBy.all` raising ``ValueError`` when using with nullable type columns holding ``NA`` even with ``skipna=True`` (:issue:`40585`)
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- Bug in :meth:`GroupBy.cummin` and :meth:`GroupBy.cummax` incorrectly rounding integer values near the ``int64`` implementations bounds (:issue:`40767`)
@@ -1055,7 +1055,7 @@ Groupby/resample/rolling
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- Bug in :meth:`DataFrame.rolling` returning mean zero for all ``NaN`` window with ``min_periods=0`` if calculation is not numerical stable (:issue:`41053`)
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- Bug in :meth:`DataFrame.rolling` returning sum not zero for all ``NaN`` window with ``min_periods=0`` if calculation is not numerical stable (:issue:`41053`)
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- Bug in :meth:`SeriesGroupBy.agg` failing to retain ordered :class:`CategoricalDtype` on order-preserving aggregations (:issue:`41147`)
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- Bug in :meth:`DataFrameGroupBy.min` and :meth:`DataFrameGroupBy.max` with multiple object-dtype columns and ``numeric_only=False`` incorrectly raising ``ValueError`` (:issue:41111`)
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- Bug in :meth:`DataFrameGroupBy.min` and :meth:`DataFrameGroupBy.max` with multiple object-dtype columns and ``numeric_only=False`` incorrectly raising ``ValueError`` (:issue:`41111`)
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- Bug in :meth:`DataFrameGroupBy.rank` with the GroupBy object's ``axis=0`` and the ``rank`` method's keyword ``axis=1`` (:issue:`41320`)
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- Bug in :meth:`DataFrameGroupBy.__getitem__` with non-unique columns incorrectly returning a malformed :class:`SeriesGroupBy` instead of :class:`DataFrameGroupBy` (:issue:`41427`)
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- Bug in :meth:`DataFrameGroupBy.transform` with non-unique columns incorrectly raising ``AttributeError`` (:issue:`41427`)
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