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pandas-dev · Sep 10, 2019 · 5a9268a · 5a9268a
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diff --git a/doc/source/user_guide/advanced.rst b/doc/source/user_guide/advanced.rst
@@ -783,7 +783,8 @@ values **not** in the categories, similarly to how you can reindex **any** panda
 
 .. ipython:: python
 
-   df3 = pd.DataFrame({'A': np.arange(3), 'B': pd.Series(list('abc')).astype('category')})
+   df3 = pd.DataFrame({'A': np.arange(3),
+                       'B': pd.Series(list('abc')).astype('category')})
    df3 = df3.set_index('B')
    df3.reindex(['a', 'e'])
    df3.reindex(['a', 'e']).index

diff --git a/doc/source/whatsnew/v1.0.0.rst b/doc/source/whatsnew/v1.0.0.rst
@@ -106,7 +106,7 @@ Categorical
 ^^^^^^^^^^^
 
 - Added test to assert the :func:`fillna` raises the correct ValueError message when the value isn't a value from categories (:issue:`13628`)
-- For :class:`CategoricalIndex`, :meth:`DataFrame.reindex` with a :class:`CategoricalIndex`, would fail when the targets contained duplicates, and wouldn't fail if the source contained duplicates (:issue:`28107`)
+- :meth:`DataFrame.reindex` with a :class:`CategoricalIndex` would fail when the targets contained duplicates, and wouldn't fail if the source contained duplicates (:issue:`28107`)
 -
 
 
@@ -164,7 +164,7 @@ Indexing
 
 - Bug in assignment using a reverse slicer (:issue:`26939`)
 - Bug in reindexing a :meth:`PeriodIndex` with another type of index that contained a `Period` (:issue:`28323`) (:issue:`28337`)
-- :meth:`Index.union` could fail when the LHS contained duplicates (:issue:`28257`)
+- :meth:`Index.union` could fail when the left contained duplicates (:issue:`28257`)
 - :meth:`Index.get_indexer_non_unique` could fail with `TypeError` in some cases, such as when searching for ints in a string index (:issue:`28257`)
 -