Comment by dnautics

doesn't the spread-out-ness then depend on the units? If your data have unit X on one axis, and unit Y on another, then how can you say that the "maximal-spread-outness" is in any given direction, when you can merely adjust the scale on one axis and alter how numerically spread out it looks?