i'd like to see more methods, because that Midlands region looks similar to the types of artifacts I used to get doing various unsupervised learning projects.

that shape screams "there are a couple of clear clusters nearby, and this is the leftover 'in-between' space we didn't know how to handle so we made a new cluster"