pos_tagging.py

pos_tagging_spacy(sentence) {
  sentence_nlp = nlp(sentence)

  # POS tagging with Spacy 
  spacy_pos_tagged = [(word, word.tag_, word.pos_) for word in sentence_nlp]
  pd.DataFrame(spacy_pos_tagged, columns=['Word', 'POS tag', 'Tag type'])
}

pos_tagging_nltk(sentence) {
  # POS tagging with nltk
  nltk_pos_tagged = nltk.pos_tag(sentence.split())
  pd.DataFrame(nltk_pos_tagged, columns=['Word', 'POS tag'])
}