pandas.Series.unstack

Series.unstack(level=-1, fill_value=None, sort=True)[source]

Unstack, also known as pivot, Series with MultiIndex to produce DataFrame.

Parameters:

level:int, str, or list of these, default last level

Level(s) to unstack, can pass level name.

fill_value:scalar value, default None

Value to use when replacing NaN values.

sort:bool, default True

Sort the level(s) in the resulting MultiIndex columns.

Returns:

DataFrame

Unstacked Series.

Notes

Reference the user guide for more examples.

Examples

>>> s = pd.Series([1, 2, 3, 4],
...               index=pd.MultiIndex.from_product([['one', 'two'],
...                                                 ['a', 'b']]))
>>> s
one  a    1
     b    2
two  a    3
     b    4
dtype: int64

>>> s.unstack(level=-1)
     a  b
one  1  2
two  3  4

>>> s.unstack(level=0)
   one  two
a    1    3
b    2    4