Second, why use just books as the sample category? Was it because that was the best available data he had? If so, I understand and I concede that that approach is academically decent but insufficient. You see, Amazon does do analysis at the granular category level, but cares more about the level above that: Books, Movies, Videos, and DVD’s (BMVD‘s) and everything else as Hardlines.