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doc/source/user_guide/indexing.rst
@@ -1533,8 +1533,7 @@ Setting metadata
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Indexes are "mostly immutable", but it is possible to set and change their
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``name`` attribute. You can use the ``rename``, ``set_names`` to set these attributes
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-directly. They default to returning a copy; however, you can specify ``inplace=True`` to
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-have the data change in place.
+directly, and they default to returning a copy.
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See :ref:`Advanced Indexing <advanced>` for usage of MultiIndexes.
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