Removing stop words from a raw natrual language text

remove_stop_words.py

import spacy
nlp = spacy.load('en_core_web_sm')

# comments is an array of strings we generated earlier
parsed_bodies = [nlp(comm) for comm in comments]

cleaned = []
for doc in parsed_bodies:
    current = []
    for token in doc:
        if not token.is_stop:
            current.append(token.text)
    cleaned.append(current)