stop_words = ("a", "an", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "is", "it", "of", "on", "or", "so", "that", "the", "to", "with") punctuation_marks = (".", ",", "?", "!", ":", ";", "'", "\"", "''", "(", ")", "[", "]", "{", "}", "-", "—", "...", "/", "\\", "&", "*", "@", "#", "_", "~", "|", "<", ">", "=", "+") def removePunctuationMarks(text: str) -> str: for mark in punctuation_marks: text.replace(mark, "") return text def removeStopWords(text: str) -> str: for word in stop_words: text.replace(word, "") return text def main(): print('welcome')