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The z-score defines the deviation of a sample with respect to the mean of a distribution. It is defined by the formula
z = (x-m)/σ
where x is the sample value, m the sample mean, and σ the standard deviation of the distribution. Therefore z describes the deviation from the mean in number of standard deviations and is positive, when the sample is above the mean, and negative when below.