In order to compare and contrast objects, we classify them. This video explains the function of classification:

Quantitative and qualitative comparisons

The following videos discuss the issues involved in deciding whether to make comparisons in terms of quantity or quality:

False dichotomies

A false dichotomy is an invalid argument of comparison, in which a difference that is merely a matter of degree is treated as an absolute difference. The following video gives an example.