Average Squared Deviation from the Mean (Population):
\begin{equation*}
\frac{\sum_{k=1}^n ( x_k-\mu )^2}{n}
\end{equation*}
which will always be non-negative but can be easily expanded using algebra. Since this is a mouthful, this measure is generally called the "variance".