import re


def clean(s):
    """
    Remove rare characters and change everything to lowercase
    """
    # s = re.sub(r'[^\x00-\x7f]', r'', s)
    s = re.sub("[^a-zA-Z]+", ' ', s)   # remove numbers
    return s.lower()