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hello and welcome to datacasts i havenamp;#39;t done one of these videos for quite a while but i thought today that i would um show you how i go about cleaning uh ugly excel data using an r script um here you can see the excel file and actually took this um from the tidex uh youtube channel they actually went through this exercise themselves over several episodes um and i kind of started to watch those videos but i thought you know i might try this myself to see how efficiently can i do this and like i want to write as few lines of code as possible in order to to get this data into a tidy format um any of you who work at all with the tidyverse packages will know what i mean by a tidy format so this is um an excel file that has two tabs um and thereamp;#39;s similar things in each tab so um weamp;#39;ve got a player and their name and their height their weight and their age and thatamp;#39;s the information thatamp;#39;s up in the top left so then down here weamp;#39;ve got um lik