What is Standard deviation?
The typical distance of a value from the mean of its set.
A sample divides by n−1 rather than n, correcting for the fact that the mean was itself estimated from the same data. Using n on a sample understates the spread.
Not to be confused with Variance
Variance is the mean squared distance; standard deviation is its square root, which puts it back in the units of the original data.