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4 changes: 2 additions & 2 deletions doc/source/10min.rst
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Expand Up @@ -166,7 +166,7 @@ Selection
recommend the optimized pandas data access methods, ``.at``, ``.iat``,
``.loc``, ``.iloc`` and ``.ix``.

See the :ref:`Indexing section <indexing>` and below.
See the indexing documentation :ref:`Indexing and Selecing Data <indexing>` and :ref:`MultiIndex / Advanced Indexing <advanced>`

Getting
~~~~~~~
Expand Down Expand Up @@ -529,7 +529,7 @@ the function.
Reshaping
---------

See the sections on :ref:`Hierarchical Indexing <indexing.hierarchical>` and
See the sections on :ref:`Hierarchical Indexing <advanced.hierarchical>` and
:ref:`Reshaping <reshaping.stacking>`.

Stack
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