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Variance is the sum of the squared deviation of values from a mean, also equal to the standard deviation squared. Variance is a measure of how spread out a sample is. In mathematical notation it is written as

$ \text{Var(x)} = \sigma^2 = \frac{1}{N} \sum_{i=1}^N (x_i - \bar{x})^2 $
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