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For population data, the Skewness of \(x_1, x_2, ..., x_n\) is given by
\begin{equation*} \gamma_1 = \frac{1}{\sigma^3} \frac{\sum_{k=1}^n ( x_k-\mu )^3}{n}. \end{equation*}
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