Do police have an "us" and "them" mentality?

Remember all those cops who, en masse, turned there backs on New York Mayor Bill de Blasio last year? At the very least, they all showed an “us vs. HIM” attitude. There were visiting cops from all over the country there too, who also joined in.

Discussed in some detail in this Pit thread.