ANOVA, or Analysis of Variance, is a statistical tool used to compare the averages of three or more groups. This influential technique allows researchers to assess if there are substantial differences between these groups. Through ANOVA, we can gain insights about the effects of different treatments. To appropriately apply ANOVA, it's necessary to