Here's a comparison of the density distribution for Chicago and New York's urban areas at a census tract level. One of the interesting things about New York is how there is no one dominant density with a lot of people living at 3,000 ppsm and 100,000 ppsm and everything in between. Some of the other NE cities are similar in this sense.