For population data, the Kurtosis of \(x_1, x_2, ..., x_n\) is given by

\begin{equation*} \gamma_2 = \frac{1}{\sigma^4} \frac{\sum_{k=1}^n ( x_k-\mu )^4}{n}. \end{equation*}