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lets talk about missing data im going to do this video in two sections the first half of the video is going to talk about how to approach missing data how to think about it how to think about the distribution of missing data in your data set and im going to talk about five strategies that you can employ to deal with missing data the second half of the video is going to talk about how to use our programming to deal with missing data to apply those five strategies okay lets get stuck in i want to illustrate the importance of understanding the distribution of missing data and to do this were going to look at a very simple data set were going to imagine were interested in the difference in average earnings of men and women and by the way all of these figures are completely fictitious right but in this data set there are no missing values and so we can see that in men the average earning is about five thousand dollars a month and in women the average earning is about four thousand si