The problem with this defining formula for standard deviation
is that you have to calculate the mean of the data
before you can calculate its standard deviation. However, there is
a calculational formula that is easier to use but less
intuitive. It is
The Second of these formulas is the more complicated of the two. However, there are really just two big calculations in it.