How would you explain the analysis of variance, assuming that your audience has not had a statistics class before? Solution variance shows the deviation from average of number analysis of variance is done to see if there is any difference in a group of numbers or between groups on some variable. it shows how means of several groups are all equal are not. or how the numbers varry from the mean..