def preprocess(words):
    """Returns a string of words stripped of punctuation"""
    punct_str = '!"#$%&\'()*+,-./:;<=>/?@[\\]^_`{|}~«» '
    return ' '.join([w.strip(punct_str).lower() for w in words.split()])