Schools with strong Math programs - Mid-Atlantic

Not really a great comparison, since you are comparing STEM PhD production to total undergraduate enrollment (rather than STEM undergraduate enrollment). Also, math is a relatively small major even within STEM subjects, so whatever you find with respect to STEM may or may not be reflected in math.