I solved the problem by looping through the string.punctuation
def remove_punctuations(text):
for punctuation in string.punctuation:
text = text.replace(punctuation, '')
return text
You can call the function the same way you did and It should work.
df["new_column"] = df['review'].apply(remove_punctuations)
