After gathering all data and running our significance test, we came to the conclusion that we do not have enough data to determine whether or not there is a correlation between a student’s Hair Color and Grade Point Average.  We were able to reach this conclusion because after running our Chi-square test, there were too many expected cell counts under 5.  In order to come up with a valid conclusion, we would need more data values to eliminate this problem.