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I'm not too sure of the source of information it shows. If you go to the block I live on it gives the density of 4,900 per square mile. 3/4 of the block consists of an elementary school, I know nearly half the residents of the other quarter of the block. Mostly older single person households. I would estimate 100 people on the block. That's a far cry from making it nearly 5k in a square mile. Yet the neighboring block filled with houses on city sized lots shows less people per mile.
Having dealt with masses of data in different college courses, I'm inclined to think it's a matter of the operators between the data and the map. It's really very easy to be sloppy in parameters in ways that make accurate data look silly in presentation.

