#initialize tokenizer model
vectorizer_model = CountVectorizer(stop_words="english")

#initialize ctfidf model to weight terms
ctfidf_model = ClassTfidfTransformer()

#add tokenizer and ctfidf to pipeline
topic_model.update_topics(data['all_text'].tolist(), vectorizer_model=vectorizer_model, ctfidf_model=ctfidf_model)