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.pre-commit-config.yaml

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skip: [pyright, mypy]
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.13.3
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rev: v0.14.3
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hooks:
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- id: ruff
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args: [--exit-non-zero-on-fix]
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- id: codespell
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types_or: [python, rst, markdown, cython, c]
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- repo: https://github.com/MarcoGorelli/cython-lint
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rev: v0.17.0
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rev: v0.18.1
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- id: cython-lint
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- id: double-quote-cython-strings
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- id: trailing-whitespace
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args: [--markdown-linebreak-ext=md]
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- repo: https://github.com/PyCQA/isort
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rev: 6.1.0
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rev: 7.0.0
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- id: isort
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- repo: https://github.com/asottile/pyupgrade
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rev: v3.20.0
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rev: v3.21.0
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types: [text] # overwrite types: [rst]
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types_or: [python, rst]
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- repo: https://github.com/sphinx-contrib/sphinx-lint
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rev: v1.0.0
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rev: v1.0.1
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args: ["--enable", "all", "--disable", "line-too-long"]

README.md

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You can also triage issues which may include reproducing bug reports, or asking for vital information such as version numbers or reproduction instructions. If you would like to start triaging issues, one easy way to get started is to [subscribe to pandas on CodeTriage](https://www.codetriage.com/pandas-dev/pandas).
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Or maybe through using pandas you have an idea of your own or are looking for something in the documentation and thinking ‘this can be improved’...you can do something about it!
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Or maybe through using pandas you have an idea of your own or are looking for something in the documentation and thinking ‘this can be improved’... you can do something about it!
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Feel free to ask questions on the [mailing list](https://groups.google.com/forum/?fromgroups#!forum/pydata) or on [Slack](https://pandas.pydata.org/docs/dev/development/community.html?highlight=slack#community-slack).
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doc/source/user_guide/groupby.rst

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``df.groupby('A')`` is just syntactic sugar for ``df.groupby(df['A'])``.
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The above GroupBy will split the DataFrame on its index (rows). To split by columns, first do
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DataFrame groupby always operates along axis 0 (rows). To split by columns, first do
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a transpose:
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.. ipython::

doc/source/user_guide/migration-3-strings.rst

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class. The dtype can be constructed as ``pd.StringDtype(na_value=np.nan)``,
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but for general usage we recommend to use the shorter ``"str"`` alias.
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.. _string_migration_guide-differences:
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Overview of behavior differences and how to address them
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---------------------------------------------------------
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