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hello and welcome to this video on how to remove punctuation from a text file in this video Im going to be working with a bit of code that I discovered a while back on machine learning mastery comm now part provide a link to the in the description below what were going to do here though is talk strictly about a problem that we often faced in digital humanities when were working with texts sometimes we need to work with raw text files meaning we need to work with just the words and in this video Im gonna show you how to very quickly remove all punctuation from a text file and I think this is going to be part of a series of text manipulation videos and were going to be working with this file right here Alice in Wonderland and Alice in Wonderland has been a subject for d.h projects for a long time going back about 20 years or so people keep on coming back to it and I dont know why I think its a good book not one of my favorites but thats beside the point so in this video what we