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hello and welcome to another episode of invad entry my name is james taylor and we are doing advent of code and were doing 24 python libraries in 24 days we are up to day eight i think um and were doing clean text clean text is one of those little libraries theres a lot of other ones like it if youre using other libraries like nltk then you already have clean functions in there uh but maybe you just want something thats really light this is super light it works on on a whole bunch of stuff um its a little library i think it only got one or two developers behind it but its really nice first thing to note it is clean hyphen text on the package but not clean hyphen text when we import it so well get right on do that so you may have text which is as it says you may have scraped from the internet and i hate that term url parses web http html powers is much better term anyway so ive got text here which may be a bit dodgy from clean text without the hyphen import clean the first thi