Added the web version. Corrections

Author: zkrolikowski-vl

doc/source/ecosystem.rst

@@ -586,7 +586,7 @@ Type stubs
 pandas by itself doesn't expose any type information to the user.
 This means that in pandas-dependant projects the type checkers like Mypy won't perform like expected
 and will treat all pandas objects as they were of type ``Any``.
-Learn more by reading through these issues `14468 <https://github.com/pandas-dev/pandas/issues/14468>`_ ,
+Learn more by reading through these issues `14468 <https://github.com/pandas-dev/pandas/issues/14468>`_,
 `26766 <https://github.com/pandas-dev/pandas/issues/26766>`_, `28142 <https://github.com/pandas-dev/pandas/issues/28142>`_.
 
 pandas-stubs are meant to alleviate this issue by providing rudimentary type coverage of pandas API.

web/pandas/community/ecosystem.md

@@ -388,3 +388,17 @@ authors to coordinate on the namespace.
   | [pint-pandas](https://github.com/hgrecco/pint-pandas)                | `pint`     | `Series`, `DataFrame` |
   | [composeml](https://github.com/alteryx/compose)                      | `slice`    | `DataFrame`           |
   | [woodwork](https://github.com/alteryx/woodwork)                      | `slice`    | `Series`, `DataFrame` |
+
+## Type stubs
+
+### [pandas-stubs](https://github.com/VirtusLab/pandas-stubs)
+
+pandas by itself doesn't expose any type information to the user.
+This means that in pandas-dependant projects the type checkers like Mypy won't perform like expected
+and will treat all pandas objects as they were of type ``Any``.
+Learn more by reading through these issues [14468](https://github.com/pandas-dev/pandas/issues/14468),
+[26766](https://github.com/pandas-dev/pandas/issues/26766), [28142](https://github.com/pandas-dev/pandas/issues/28142).
+
+pandas-stubs are meant to alleviate this issue by providing rudimentary type coverage of pandas API.
+After installing it using `pip` or `conda`, the `.pyi` files will be
+placed alongside the pandas `.py` files and be available for the type checker.