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Data sets do not only contain numerical data. pandas provides a wide range of functions to cleaning textual data and extract useful information from it.
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Data sets do not only contain numerical data. pandas provides a wide range of functions to clean textual data and extract useful information from it.
Copy file name to clipboardExpand all lines: doc/source/whatsnew/v1.1.4.rst
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@@ -22,6 +22,7 @@ Fixed regressions
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- Fixed regression in :class:`RollingGroupby` causing a segmentation fault with Index of dtype object (:issue:`36727`)
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- Fixed regression in :meth:`DataFrame.resample(...).apply(...)` raised ``AttributeError`` when input was a :class:`DataFrame` and only a :class:`Series` was evaluated (:issue:`36951`)
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- Fixed regression in :class:`PeriodDtype` comparing both equal and unequal to its string representation (:issue:`37265`)
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- Fixed regression in certain offsets (:meth:`pd.offsets.Day() <pandas.tseries.offsets.Day>` and below) no longer being hashable (:issue:`37267`)
Copy file name to clipboardExpand all lines: doc/source/whatsnew/v1.2.0.rst
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@@ -221,6 +221,8 @@ Other enhancements
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- :meth:`Rolling.var()` and :meth:`Rolling.std()` use Kahan summation and Welfords Method to avoid numerical issues (:issue:`37051`)
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- :meth:`DataFrame.plot` now recognizes ``xlabel`` and ``ylabel`` arguments for plots of type ``scatter`` and ``hexbin`` (:issue:`37001`)
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- :class:`DataFrame` now supports ``divmod`` operation (:issue:`37165`)
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- :meth:`DataFrame.to_parquet` now returns a ``bytes`` object when no ``path`` argument is passed (:issue:`37105`)
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- :class:`Rolling` now supports the ``closed`` argument for fixed windows (:issue:`34315`)
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.. _whatsnew_120.api_breaking.python:
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@@ -410,7 +412,7 @@ Conversion
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Strings
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^^^^^^^
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- Bug in :meth:`Series.to_string`, :meth:`DataFrame.to_string`, and :meth:`DataFrame.to_latex` adding a leading space when ``index=False`` (:issue:`24980`)
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- Bug in :func:`to_numeric` raising a ``TypeError`` when attempting to convert a string dtype :class:`Series` containing only numeric strings and ``NA`` (:issue:`37262`)
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@@ -517,7 +519,7 @@ ExtensionArray
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- Fixed Bug where :class:`DataFrame` column set to scalar extension type via a dict instantion was considered an object type rather than the extension type (:issue:`35965`)
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- Fixed bug where ``astype()`` with equal dtype and ``copy=False`` would return a new object (:issue:`284881`)
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- Fixed bug when applying a NumPy ufunc with multiple outputs to a :class:`pandas.arrays.IntegerArray` returning None (:issue:`36913`)
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- Fixed an inconsistency in :class:`PeriodArray`'s ``__init__`` signature to those of :class:`DatetimeArray` and :class:`TimedeltaArray` (:issue:`37289`)
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