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hello and welcome back to this series on text classification in spacey 3.0 for digital humanists or really anyone whoamp;#39;s interested in doing text classification which as we learned in the last two videos is a supervised learning method where we assign classes to a piece of text and it can be a percentage of different classes at one time so what weamp;#39;re going to do in this video is kind of try to get ourselves to the point where in a couple videos we can start working with this script which is going to run very similarly as we saw in the last video except weamp;#39;re going to work with domain specific data in this video series we are going to be working with holocaust data from oral testimonies held at the united states holocaust memorial museum and what we want to do is we want to get the data get the data and then get the data in the correct format for text classification ideally by the end of the next video youamp;#39;re going to have something that looks kind