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Pipe Operator, 60 # Hashtag Prompt, 51 7 Zip, 91  Form

Pipe Operator, 60 # Hashtag Prompt, 51 7 Zip, 91 Form

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[Applause] [Music] y'all ready to do some piping today we are talking about the pipe operator and the tidy verse in r maybe they have no idea what i'm talking about what is a pipe and that's totally cool let me first explain the problem and then the solution and then why it's super cool sound good sometimes data manipulation requires lots and lots of sequential operations so for example you might want to use the avengers dataset to first filter to non-superheroes then select kills injuries minutes fighting north south and ptsd then you might want to compute kills per hour and then you might want to summarize each variable for the north and south battlefield and anyway we got this long sequence of things that we want to do now let's go to r and i will show you how we would traditionally do that so traditionally you might have two options one is to create a bunch of throwaway objects um so i'll start by loading flex plot and tidy verse and so here i am filtering the avengers data set so

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