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The standard deviation formula is generally used to figure out the common divergences including random variations, population instability monitorization, data set, and probability distribution. The formula is the square root of all mentioned components variance and should be written as: The mean value (x bar) Find the Variance of each data point: Subtracting the data point from the calculated mean value. Calculate the distance between the component (x1, x2, y1, y2), the distance formula is as under:ΚΣ i=1n(xi - x)2 / n-1: Value of an ith position in the data set.