 A common situation where a data transformation is applied is when a value of interest ranges over several orders of magnitude.Many physical and social phenomena exhibit such behavior — incomes, species populations, galaxy sizes, and rainfall volumes, to name a few.Power transforms, and in particular the logarithm, can often be used to induce symmetry in such data.