pandas.Series.str.slice

Series.str.slice(start=None, stop=None, step=None)[source]

Slice substrings from each element in the Series or Index.

Parameters:

start:int, optional

Start position for slice operation.

stop:int, optional

Stop position for slice operation.

step:int, optional

Step size for slice operation.

Returns:

Series or Index of object

Series or Index from sliced substring from original string object.

See also

Series.str.slice_replace

Replace a slice with a string.

Series.str.get

Return element at position. Equivalent to Series.str.slice(start=i, stop=i+1) with i being the position.

Examples

>>> s = pd.Series(["koala", "dog", "chameleon"])
>>> s
0        koala
1          dog
2    chameleon
dtype: object

>>> s.str.slice(start=1)
0        oala
1          og
2    hameleon
dtype: object

>>> s.str.slice(start=-1)
0           a
1           g
2           n
dtype: object

>>> s.str.slice(stop=2)
0    ko
1    do
2    ch
dtype: object

>>> s.str.slice(step=2)
0      kaa
1       dg
2    caeen
dtype: object

>>> s.str.slice(start=0, stop=5, step=3)
0    kl
1     d
2    cm
dtype: object

Equivalent behaviour to:

>>> s.str[0:5:3]
0    kl
1     d
2    cm
dtype: object