The variance is the average squared deviation from the mean. If this data comes from the entire universe of possibilities then we call it a population variance and denote this value by \(\sigma^2\text{.}\) Therefore
\begin{equation*}
\sigma^2 = \frac{\sum_{k=1}^n ( x_k-\mu )^2}{n}
\end{equation*}