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there we go all right okay i love the funky dedocHub by the way well be doing a data visualization basics next week if you want to come come to that uh julie loy our reference instruction librarian and myself well be doing a presentation on that so just a little side segue all right so what are we going to do today uh were just to talk briefly about why um cleaning data is important reasons that you have then were going to look at some basic um um tactics if you will uh steps that you can use to clean your data like i said before this is our an introductory class were not gonna get um um very deep into working with uh data sets were just going to be looking at doing some basic functions such as removing blank rows cells and duplicate values that sort of thing were going to use some basic text functions to format the data remove duplicates thats always a a common problem were going to import data from an external source and then were going to separate that data and turn it
