In1854, the London neighborhood of Soho experienced a deadly outbreak of cholera, a truly horrible disease. Doctors at the time were powerless to stop it because they didn’t actually understand how cholera spread, until one doctor—an anesthetist—used a map to completely change the way we investigate disease.