Each of the cities is represented by a polar histogram (aka rose diagram) depicting how its streets orient. Each bar's direction represents the compass bearings of the streets (in that histogram bin) and its length represents the relative frequency of streets with those bearings. [...]
Most cities' polar histograms similarly tend to cluster in at least a rough, approximate way. But then there are Boston and Charlotte.