Can you explain ANOVA? Do use an example.

ANOVA, or Analysis of Variance, is a statistical method used to test whether there are significant differences between the means of three or more groups. ANOVA compares the variability between groups to the variability within groups, and determines whether the observed differences in means are statistically significant.