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welcome back today weamp;#39;re 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 thatamp;#39;s the wrong thing to do right what you want to do is have a systematic approach it doesnamp;#39;t have to be exactly like this but this is a reasonably good approach in this you start off with exploring your data iamp;#39;ve done a video on that so this video is part of a series right next you clean your diet and iamp;#39;m 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 thatamp;#39;s what you want to go through all of itamp;#39;s super duper easy weamp;#39;re going to go through cleaning your data today so donamp;#39;t go away if you want to learn about our programming then you have come to the right place on this youtube channel