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in this video we are going to show how to match and strip out all punctuation from a text string using python regular expressions these are the lines of text data that were going to work with so and you can notice that the text here contains various punctuation characters we have some at symbols here some parentheses and brackets some question marks a colon so theres various punctuation here that if we were doing text pre-processing we might be interested in stripping out all this punctuation so that we can just work with the words themselves and not have to deal with these kind of odd characters so what we essentially want to do is substitute any punctuation with nothing or the empty string and to do substitutions we can use the re.sub function within the regular expression package so re.sub and the pattern we want to use is a regular expression pattern that will match anything thats punctuation well anything thats punctuation is pretty much anything that isnt either a word or a
