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this is a short video thats going to show you how you can quickly and efficiently clean data sets if they have rows with completely missing data in it or columns with completely missing data in it this can just be a bit of a pain for you and it can cause problems and Analysis down the line so you could of course manually go through your spreadsheet and delete everything but that may be a bit of a pain particularly with a very large data set this could take you some time so what we can do we can use the janitor package here to quickly and efficiently remove any rows or columns which are completely missing data so to do so Ive got this data frame here and Ive used the janitor remove empty command here what this is going to do is remove any row or column with missing data so if you do run this you will get a little warning and the warning says this value for which was not specified defaulting to rows and columns so because I havent said whether I want to get rid of rows of missing dat