What is the definition of Standard deviation and how do you calculate it?

Standard deviation is a mathematical measure which approximates the average deviation of any given data point from the mean of the entire data set. For example, if a data set of 100 has a standard deviation of 5 and a mean of 50, then on average no value will be outside the range of 45-55.

The calculation for standard deviation is simply the square root of the variance.