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in this video we talked about importing a csv file as a data frame in r all right so lets go ahead and get into it now a few basics first usually you know the first row of a csv file is usually header information and some good rules of thumb are to use lowercase for this header information also if theres multiple words in your header title its best to not use spaces between those words instead use underscore or maybe a period between the words also dont use symbols like dont use apostrophes dont use commas dont use quotes dont use dollar signs dont use percentage signs dont use anything like that in your header titles it just can mess things up but it also helps you keep things organized and systematic and everything also you might want to shorten your header titles like if you have crazy long header titles you want to we want to shorten them so theyre easier to reference and so a good idea would be good to go in there and edit your csv file and change the headers manually