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  • 06:44, 26 April 2024 Rice talk contribs created page Skewness (Created page with "The '''skewness''' of a dataset determines the direction of the outliers. = Impact = Many models assume the data to be normally distributed. Skewed data in those models will result in inaccurate predictions. = Detection = Data skewness is detected during Exploratory data analysis. The first method is visualization. Just look at a graph lol. Numerically, in a dataset, if the median < the mean, then it is skewed to the right. Vice versa. = Mitigate pr...")