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welcome back today were talking about how to clean your data and let me tell you what i mean by that when we are looking at data a lot of people want to jump right in and analyze their diet to do some sort of statistical analysis thats the wrong thing to do right what you want to do is have a systematic approach it doesnt have to be exactly like this but this is a reasonably good approach in this you start off with exploring your data ive done a video on that so this video is part of a series right next you clean your diet and im going to tell you in just a few minutes what exactly i mean by clean your data then manipulate describe and summarize visualize and then analyze right thats what you want to go through all of its super duper easy were going to go through cleaning your data today so dont go away if you want to learn about our programming then you have come to the right place on this youtube channel were creating our programming videos on everything so what do i mean