pandas.Series.str.slice_replace#
- Series.str.slice_replace(start=None, stop=None, repl=None)[source]#
Replace a positional slice of a string with another value.
This function allows replacing specific parts of a string in a Series or Index by specifying start and stop positions. It is useful for modifying substrings in a controlled way, such as updating sections of text based on their positions or patterns.
- Parameters:
- startint, optional
Left index position to use for the slice. If not specified (None), the slice is unbounded on the left, i.e. slice from the start of the string.
- stopint, optional
Right index position to use for the slice. If not specified (None), the slice is unbounded on the right, i.e. slice until the end of the string.
- replstr, optional
String for replacement. If not specified (None), the sliced region is replaced with an empty string.
- Returns:
- Series or Index
Same type as the original object.
See also
Series.str.slice
Just slicing without replacement.
Examples
>>> s = pd.Series(["a", "ab", "abc", "abdc", "abcde"]) >>> s 0 a 1 ab 2 abc 3 abdc 4 abcde dtype: object
Specify just start, meaning replace start until the end of the string with repl.
>>> s.str.slice_replace(1, repl="X") 0 aX 1 aX 2 aX 3 aX 4 aX dtype: object
Specify just stop, meaning the start of the string to stop is replaced with repl, and the rest of the string is included.
>>> s.str.slice_replace(stop=2, repl="X") 0 X 1 X 2 Xc 3 Xdc 4 Xcde dtype: object
Specify start and stop, meaning the slice from start to stop is replaced with repl. Everything before or after start and stop is included as is.
>>> s.str.slice_replace(start=1, stop=3, repl="X") 0 aX 1 aX 2 aX 3 aXc 4 aXde dtype: object