I am simply trying to remove the string 'co '
(with space after 'co') from a pandas series:
x = pd.DataFrame({'string':['co hello', 'co hello','co hello', 'co hello', 'co hello']})
print(x)
string
0 co hello
1 co hello
2 co hello
3 co hello
4 co hello
Applying str.replace()
and recording result to new column string_clean
:
x['string_clean']=(x['string'].str.replace('Co ', '', case=False,regex=False))
print(x)
string string_clean
0 co hello co hello
1 co hello co hello
2 co hello co hello
3 co hello co hello
4 co hello co hello
The co
is not removed.
You can omit regex=False
, because in Series.str.replace
is default regex=True
for substring replacement:
x['string_clean']= x['string'].str.replace('Co ', '', case=False)
print (x)
string string_clean
0 co hello hello
1 co hello hello
2 co hello hello
3 co hello hello
4 co hello hello
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