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[Music] all right lets open our ive prepared here a script for week three im going to run through it fairly quickly you can always go back to it in the video or go online in the online course and review the code there with a little bit more explainers as well so here im just going to show you how to actually apply it how to run it in r and what it will look like now theres going to be some recap of previous weeks because theres some steps that are always involved in neoliberal analysis so first we got to install and load packages that we need for the analysis i showed you last week how to do that install packages and library so i have already installed the tidy verse suit of packages lets say um so i dont need to install them again i just load them here so library tidy verse you should do the same then im setting the working directory to tell r where my data is located so i give them the path to my folder or my local drive right i define that and then i load the data again th