diff --git a/doc/source/user_guide/text.rst b/doc/source/user_guide/text.rst index e789b7fb4b1e9..84c3c40fa2d5d 100644 --- a/doc/source/user_guide/text.rst +++ b/doc/source/user_guide/text.rst @@ -47,7 +47,7 @@ to significantly increase the performance and lower the memory overhead of The default when pandas infers the dtype of a collection of strings is to use ``dtype='str'``. This will use ``np.nan`` - as it's NA value and be backed by a PyArrow string array when + as its NA value and be backed by a PyArrow string array when PyArrow is installed, or backed by NumPy ``object`` array when PyArrow is not installed.