I wonder how much this is a measure of the diligence of various inspectors versus a measure of roaches being present. Something like this could be highly influenced by a sampling bias...
The copy doesn't make it clear enough, but we're actually doing our best to adjust for small samples with a little empirical Bayesian magic. As the number of samples (inspections) goes down, the result is closer to the mean for the whole city.
I thought the same thing... It needs a finer scale, and maybe some adjustment for density of restaurants, since that probably influences the frequency of health inspector calls.
It looks like there's a nice gradient along Long Island, though. :)
i clicked expecting something like roach marking and tracking hack. Reading the comments it looks though that even marking and tracking of health inspectors would already be a start.