As such the corrected sample standard deviation is the most commonly used estimator for population standard deviation and is generally referred to as simply the sample standard deviation it is a much better estimate than its uncorrected version but still has significant bias for small sample sizes n. When i calculate sample variance i divide it by the number of items in the sample less one. Low variance indicates that data points are generally similar and do not vary widely from the mean.
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