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doc/source/ecosystem.rst

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@@ -584,11 +584,11 @@ Type stubs
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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pandas by itself doesn't expose any type information to the user.
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This means that in pandas-dependant projects the type checkers like mypy won't perform like expected
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This means that in pandas-dependent projects the type checkers like mypy won't perform like expected
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and will treat all pandas objects as they were of type ``Any``.
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Learn more by reading through these issues `14468 <https://github.com/pandas-dev/pandas/issues/14468>`_,
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`26766 <https://github.com/pandas-dev/pandas/issues/26766>`_, `28142 <https://github.com/pandas-dev/pandas/issues/28142>`_.
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pandas-stubs are meant to alleviate this issue by providing rudimentary type coverage of pandas API.
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pandas-stubs are meant to alleviate this issue by providing basic type coverage of pandas API.
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After installing it using ``pip`` or ``conda``, the ``.pyi`` files will be
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placed alongside the pandas ``.py`` files and be available for the type checker.

web/pandas/community/ecosystem.md

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### [pandas-stubs](https://github.com/VirtusLab/pandas-stubs)
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pandas by itself doesn't expose any type information to the user.
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This means that in pandas-dependant projects the type checkers like Mypy won't perform like expected
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This means that in pandas-dependent projects the type checkers like mypy won't perform like expected
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and will treat all pandas objects as they were of type ``Any``.
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Learn more by reading through these issues [14468](https://github.com/pandas-dev/pandas/issues/14468),
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[26766](https://github.com/pandas-dev/pandas/issues/26766), [28142](https://github.com/pandas-dev/pandas/issues/28142).
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pandas-stubs are meant to alleviate this issue by providing rudimentary type coverage of pandas API.
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pandas-stubs are meant to alleviate this issue by providing basic type coverage of pandas API.
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After installing it using `pip` or `conda`, the `.pyi` files will be
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placed alongside the pandas `.py` files and be available for the type checker.

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