pandas.Series.str.get

Series.str.get(i)

Extract element from each component at specified position or with specified key.

Extract element from lists, tuples, dict, or strings in each element in the Series/Index.

Parameters:

iint or hashable dict label

Position or key of element to extract.

Returns:

Series or Index

Series or Index where each value is the extracted element from the corresponding input component.

See also

Series.str.extract

Extract capture groups in the regex as columns in a DataFrame.

Examples

>>> s = pd.Series(
...     [
...         "String",
...         (1, 2, 3),
...         ["a", "b", "c"],
...         123,
...         -456,
...         {1: "Hello", "2": "World"},
...     ]
... )
>>> s
0                        String
1                     (1, 2, 3)
2                     [a, b, c]
3                           123
4                          -456
5    {1: 'Hello', '2': 'World'}
dtype: object

>>> s.str.get(1)
0        t
1        2
2        b
3      NaN
4      NaN
5    Hello
dtype: object

>>> s.str.get(-1)
0      g
1      3
2      c
3    NaN
4    NaN
5    None
dtype: object

Return element with given key

>>> s = pd.Series(
...     [
...         {"name": "Hello", "value": "World"},
...         {"name": "Goodbye", "value": "Planet"},
...     ]
... )
>>> s.str.get("name")
0      Hello
1    Goodbye
dtype: object