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Skewness is a measure used in statistics to understand a data set's symmetry or lack thereof. It helps determine whether the data is more spread out on one side of the mean than the other. Skewness is the degree to which points of data deviate from a normal distribution away from the average or mean. Skewness is a key statistical measure that shows how data is spread out in a dataset . It tells us if the data points are skewed to the left (negative skew) or to the right (positive skew) in relation to the mean.
