PDEs are strange, often impenetrable things, just proving that a solution exists represents a far from trivial task; and any piece of information, however small, can shed invaluable light on the problems they represent. Many techniques exist to help analyze and decode this information, and all find a place in modern mathematics: one such technique appeals to a property of some of the most fundamental objects in mathematics- graphs.