To calculate the variance, I set up the following table,
X X-μ (X-μ)2
--- ----- ------
5 -0.41666 0.1736111
0 -5.41666 29.3402777
-7 -12.4166 154.173609
14 8.5833 73.6736111
5 -0.41666 0.1736111
2 -3.41666 11.6736111
7 1.58333 2.5069444
2 -3.41666 11.674111
2 -3.41666 11.674111
15 9.58333 91.8402777
11 5.58333 31.1736111
-9 -14.41666 207.840276
--- --------------
65 622.917662 Variance = 622.917662/12 = 51.91
μ = 65/12 = 5.416666
The steps are:
1) sum the data and divide by the total to get the mean (μ)
2) Subtract the mean from each data point
3) Square the result of step 2
4) sum the results of step 3
5) divide the sum in step 4 by the number of data points for the population variance.