Variance {% hint style="success" %} The average of the squared differences from the Mean. {% endhint %} It shows numerically how far the data points are from the mean. Neither the mean nor the median can describe this. Variance, $$\sigma^{2}=\frac{1}{n}\sum_{i=1}^n(x_{i}-\mu)^2$$