The Standard Deviation is the square root of the arithmetic mean of the squares of the deviations from the arithmetic mean.
In other words:
|1.||Average the numbers in a distribution|
|2.||Subtract the number from the average|
|3.||Square the differences|
|4.||Average all the results|
|5.||The standard deviation is the average (mean) of numbers calculated in step 4|