The Brooklyn vs. Manhattan result shouldn't be surprising considering that Brooklyn is really REALLY big, and much poorer than Manhattan. I would bet that if you were to whittle down Brooklyn to Williamsburg, or if you were to control for income, the results would look significantly different.