string.py

import string

#Lowercase letters
data['title'] = data['title'].str.lower()
data.head()


#Ensure that all necessary punctuations are in one list
#Include ' and " as they are not default
punc = list(string.punctuation)
punc.append('\'')
punc.append('"')
print(punc)


#Loop through dataframe and remove all punctuations
def removePunc(text):
    for i in string.punctuation:
        text = text.replace(i, '')
    return text

# Apply to the DF series
data['title'] = data['title'].apply(removePunc)
data.head()