Pandas Series.map on a categorical does not process missing values

Code Sample>>> pd.Series(['Pandas', 'is', np.nan], dtype='category').map(lambda x: len(x) if x == x else -1)0 ...

Pandas BUG/API: Categorical.map & CategoricalIndex.map have no 'na_action' kwarg

[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exists on the latest vers...

Pandas BUG: read_csv error

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas Add method='nearest' to fillna

This should be a pretty straightforward followup on #9258 that will allow us to also support align with method='nearest'...

Pandas DOC/BUG? pivot functionality confusing/inconsistent

The docstring of the (non-member) pivot() function, http://pandas.pydata.org/pandas-docs/stable/generated/pandas.pivot.h...

Pandas STYLE rename fixtures and enable redefined-outer-name on tests

What's blocking this checkhttps://github.com/pandas-dev/pandas/blob/45bd6372f24edccf68c2a5d05224295e805bde80/.pre-commit...

Pandas DOC: backslash removed for read_clipboard

Pandas version checks[X] I have checked that the issue still exists on the latest versions of the docs on main hereLocat...

Pandas BUG: pandas.Index cannot be subclassed (despite saying it can be in the docs)

[x] I have checked that this issue has not already been reported.[x] I have confirmed this bug exists on the latest vers...

Pandas DEPR: subclassing Index

In theory we support subclassing Index, but that support is spotty (xref #15258, #37882). Now that we allow arbitrary E...

Pandas Subclassing pandas.Index

@spencerkclark is working on a custom pandas.Index subclass for xarray (see https://github.com/pydata/xarray/issues/1084...

Pandas ENH: CategoricalDtype __repr__ should show dtype of categories

Feature Type[ ] Adding new functionality to pandas[X] Changing existing functionality in pandas[ ] Removing existing fun...

Pandas pd.read_fwf fails with file pointer to url

Code Sample, a copy-pastable example if possible# Your code hereimport urllib.requestimport pandas as pdurl='ftp://ftp.n...

Pandas Issue pyodbc and to_sql HIVE

Code Sample, a copy-pastable example if possibleengine_clus= pyodbc.connect(connection_string, autocommit=True)df.to_sql...

Pandas BUG: Inconsistent behavior with bitwise operations on Series with np.array vs. list

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas DOC: Comparison with Spark DataFrame

It may be nice to have a doc like "Comparison with R / SQL"?- https://databricks.com/blog/2015/02/17/introducing-datafra...

Pandas Box Plot X Axis Labels

It would be nice if there was an option to have box plot X axis labels match line plot's X axis labels. Specifically, w...

Pandas IO: ensure compatibility with 01-24 date formats

In many engineering and measurement applications, the time is counted from 01-24 to indicate the end of a measurement or...

Pandas Pandas read_sql_query with SQLAlchemy 2

Research[X] I have searched the [pandas] tag on StackOverflow for similar questions.[X] I have asked my usage related qu...

Pandas Test warnings on 32bit build

See https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=30468&view=logs&j=fd89438c-1fd3-5981-222e-115...

Pandas 32bit with recent matplotlib 2.1.1 MemoryError: In draw_markers: Out of memory

Code Sample, a copy-pastable example if possibleWhile building pandas packages for Debians, where we set matplotlib's ba...
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