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hi everybody this is eugene olachlan and welcome to my series of short how-to videos in this video were going to learn how to replace missing values with the factual analysis method in r so when we read data into r we often find that there are missing values and so there will be records with missing values in them and we need to for data analysis purposes to be able to deal with those missing values there are several methods that you might use to deal with missing values and in this video here were going to look at the factual analysis method where we know for a fact what the missing value should be so lets take a look at a data set to explain what were going to do in this video this data set is called 75 underscore data underscore file.csv youll find this sample file along with all other sample files and r scripts using this series of videos on my github page and youll find a link to that in the information section beneath this video on the youtube page so lets go ahead and rea