@@ -530,7 +530,7 @@ def set_axis(self, labels, axis=0, inplace=None):
530530 The axis to update. The value 0 identifies the rows, and 1 
531531 identifies the columns. 
532532
533-  inplace : boolean , default None 
533+  inplace : bool , default None 
534534 Whether to return a new %(klass)s instance. 
535535
536536 .. warning:: 
@@ -3966,35 +3966,37 @@ def add_suffix(self, suffix):
39663966 def  sort_values (self , by = None , axis = 0 , ascending = True , inplace = False ,
39673967 kind = 'quicksort' , na_position = 'last' ):
39683968 """ 
3969-  Sort by the values along either axis 
3969+  Sort by the values along either axis.  
39703970
39713971 Parameters 
39723972 ----------%(optional_by)s 
39733973 axis : %(axes_single_arg)s, default 0 
3974-  Axis to be sorted 
3974+  Axis to be sorted.  
39753975 ascending : bool or list of bool, default True 
39763976 Sort ascending vs. descending. Specify list for multiple sort 
39773977 orders. If this is a list of bools, must match the length of 
39783978 the by. 
39793979 inplace : bool, default False 
3980-  if  True, perform operation in-place 
3980+  If  True, perform operation in-place.  
39813981 kind : {'quicksort', 'mergesort', 'heapsort'}, default 'quicksort' 
39823982 Choice of sorting algorithm. See also ndarray.np.sort for more 
39833983 information. `mergesort` is the only stable algorithm. For 
39843984 DataFrames, this option is only applied when sorting on a single 
39853985 column or label. 
39863986 na_position : {'first', 'last'}, default 'last' 
3987-  `first` puts NaNs at the beginning, `last` puts NaNs at the end 
3987+  Puts NaNs at the beginning if `first`; `last` puts NaNs at the 
3988+  end. 
39883989
39893990 Returns 
39903991 ------- 
3991-  sorted_obj : %(klass)s 
3992+  sorted_obj : DataFrame or None 
3993+  DataFrame with sorted values if inplace=False, None otherwise. 
39923994
39933995 Examples 
39943996 -------- 
39953997 >>> df = pd.DataFrame({ 
3996-  ... 'col1'  : ['A', 'A', 'B', np.nan, 'D', 'C'], 
3997-  ... 'col2'  : [2, 1, 9, 8, 7, 4], 
3998+  ... 'col1': ['A', 'A', 'B', np.nan, 'D', 'C'], 
3999+  ... 'col2': [2, 1, 9, 8, 7, 4], 
39984000 ... 'col3': [0, 1, 9, 4, 2, 3], 
39994001 ... }) 
40004002 >>> df 
@@ -4056,32 +4058,35 @@ def sort_values(self, by=None, axis=0, ascending=True, inplace=False,
40564058 def  sort_index (self , axis = 0 , level = None , ascending = True , inplace = False ,
40574059 kind = 'quicksort' , na_position = 'last' , sort_remaining = True ):
40584060 """ 
4059-  Sort object by labels (along an axis) 
4061+  Sort object by labels (along an axis).  
40604062
40614063 Parameters 
40624064 ---------- 
4063-  axis : %(axes)s to direct sorting 
4065+  axis : {0 or 'index', 1 or 'columns'}, default 0 
4066+  The axis along which to sort. The value 0 identifies the rows, 
4067+  and 1 identifies the columns. 
40644068 level : int or level name or list of ints or list of level names 
4065-  if  not None, sort on values in specified index level(s) 
4066-  ascending : boolean , default True 
4067-  Sort ascending vs. descending 
4069+  If  not None, sort on values in specified index level(s).  
4070+  ascending : bool , default True 
4071+  Sort ascending vs. descending.  
40684072 inplace : bool, default False 
4069-  if  True, perform operation in-place 
4073+  If  True, perform operation in-place.  
40704074 kind : {'quicksort', 'mergesort', 'heapsort'}, default 'quicksort' 
4071-    Choice of sorting algorithm. See also ndarray.np.sort for more 
4072-    information. `mergesort` is the only stable algorithm. For 
4073-    DataFrames, this option is only applied when sorting on a single 
4074-    column or label. 
4075+  Choice of sorting algorithm. See also ndarray.np.sort for more 
4076+  information. `mergesort` is the only stable algorithm. For 
4077+  DataFrames, this option is only applied when sorting on a single 
4078+  column or label. 
40754079 na_position : {'first', 'last'}, default 'last' 
4076-   `first` puts  NaNs at the beginning,  `last` puts NaNs at the end. 
4077-    Not implemented for MultiIndex. 
4080+  Puts  NaNs at the beginning if `first`;  `last` puts NaNs at the end. 
4081+  Not implemented for MultiIndex. 
40784082 sort_remaining : bool, default True 
4079-  if true  and sorting by level and index is multilevel, sort by other 
4080-  levels too (in order) after sorting by specified level 
4083+  If True  and sorting by level and index is multilevel, sort by other 
4084+  levels too (in order) after sorting by specified level.  
40814085
40824086 Returns 
40834087 ------- 
4084-  sorted_obj : %(klass)s 
4088+  sorted_obj : DataFrame or None 
4089+  DataFrame with sorted index if inplace=False, None otherwise. 
40854090 """ 
40864091 inplace  =  validate_bool_kwarg (inplace , 'inplace' )
40874092 axis  =  self ._get_axis_number (axis )
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