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Variance

{% hint style="success" %} The average of the squared differences from the Mean. {% endhint %}

It shows numerically how far the data points are from the mean. Neither the mean nor the median can describe this.

Variance, $$\sigma^{2}=\frac{1}{n}\sum_{i=1}^n(x_{i}-\mu)^2$$