import sys, re, string def extract_words(path_to_file): with open(path_to_file) as f: str_data = f.read() pattern = re.compile('[\W_]+') word_list = pattern.sub(' ', str_data).lower().split() with open('../stop_words.txt') as f: stop_words = f.read().split(',') stop_words.extend(list(string.ascii_lowercase)) return [w for w in word_list if not w in stop_words]