to find the mean, you add up all the numbers and divide by how many numbers there are.
The standard deviation measures the spread of the data about the mean value. It is useful in comparing sets of data which may have the same mean but a different range. For example, the mean of the following two is the same: 15, 15, 15, 14, 16 and 2, 7, 14, 22, 30. However, the second is clearly more spread out. If a set has a low standard deviation, the values are not spread out too much.
Example:
Find the standard deviation of 4, 9, 11, 12, 17, 5, 8, 12, 14
First work out the mean: 10.222
Now, subtract the mean individually from each of the numbers in the question and square the result. This is equivalent to the (x - xbar)² step. x refers to the values in the question.
x 4 9 11 12 17 5 8 12 14
(x - x)² 38.7 1.49 0.60 3.16 45.9 27.3 4.94 3.16 14.3
Now add up these results (this is the 'sigma' in the formula): 139.55
Divide by n-1. n is the number of values, so in this case is 8: 17.44
And finally, square root this: 4.18