DOC: update the Index.sort_values docstring

pandas/core/indexes/base.py

@@ -2311,7 +2311,46 @@ def asof_locs(self, where, mask):
 
     def sort_values(self, return_indexer=False, ascending=True):
         """
-        Return sorted copy of Index
+        Return a sorted copy of the index.
+
+        Return a sorted copy of the index, and optionally return the indices
+        that sorted the index itself.
+
+        Parameters
+        ----------
+        return_indexer : bool, default False
+            Should the indices that would sort the index be returned.
+        ascending : bool, default True
+            Should the index values be sorted in an ascending order.
+
+        Returns
+        -------
+        sorted_index : pandas.Index
+            Sorted copy of the index.
+        indexer : numpy.ndarray, optional
+            The indices that the index itself was sorted by.
+
+        See Also
+        --------
+        pandas.Series.sort_values : Sort values of a Series.
+        pandas.DataFrame.sort_values : Sort values in a DataFrame.
+
+        Examples
+        --------
+        >>> idx = pd.Index([10, 100, 1, 1000])
+        >>> idx
+        Int64Index([10, 100, 1, 1000], dtype='int64')
+
+        Sort values in ascending order (default behavior).
+
+        >>> idx.sort_values()
+        Int64Index([1, 10, 100, 1000], dtype='int64')
+
+        Sort values in descending order, and also get the indices `idx` was
+        sorted by.
+
+        >>> idx.sort_values(ascending=False, return_indexer=True)
+        (Int64Index([1000, 100, 10, 1], dtype='int64'), array([3, 1, 0, 2]))
         """
         _as = self.argsort()
         if not ascending: