Skewness

We have seen how measures of central tendency locate the centre of data and how dispersion tells us about its spread. But two datasets can have the same mean and the same standard deviation yet look completely different — one might be symmetric, the other lopsided. Skewness captures this shape: it measures the asymmetry of a distribution, telling us whether the tail is longer on the left or the right. Understanding skewness helps you see be …