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[Music] hey everybody welcome back were going to talk about the basics of text analysis so the first thing you need to learn about when you want to do an automated text analysis is how to import your text into say rstudio or whatever software youre using and then also second how to clean it and both of those steps have some kind of hidden things that we have to talk about to get you rolling with any kind of text data you might want to look at the first tricky thing we have to wrap our heads around is something called character encoding so even though when we look at a computer screen and see letters whats really underneath those letters is a system of numbers sometimes called binary or some other kind of representation numeric representation of a word or number or letter or character and all of that is called character encoding and the in other words the types of numeric representations of characters that our computer understands but we dont see so an example might be something li