Remove_Stopwords.py

import nltk
nltk.download('stopwords')

from nltk.corpus import stopwords
english_stopwords = set(stopwords.words('english'))

corpus = ['Food is Bad',
          'Bad Service Bad Food',
          'Food is Good',
          'Good Service With Good Food.',
          'Service is Bad but Food is Good.']

cleaned_corpus = []
for sent in corpus:
  sent = sent.lower()
  cleaned_corpus.append(' '.join([word for word in sent.split() if word not in english_stopwords]))
print(cleaned_corpus)