The data seems a bit off in places

[caged]

This isn't true. I think this might be a result of polygon simplification and quantization or a poor Point in Polygon implementation.

Here's a more accurate version, showing a bunch of points (there are probably hundreds in miami dade that are stacked on top of each other).

/cc @kevinsawicki