Variance

The variance of a random variable $X$ is a measure of the expected deviation from the average $\mu =E[X]$.

$$\begin{array}{rl}Var[X]& =E[(X-\mu {)}^2]\\ & =E[X^2]-(E[X]{)}^2\end{array}$$