Today about 70 percent of the world is insufficiently mapped, including many cities with more than a million people. It’s no surprise that these places happen to be the poorest places on earth. When asked about snakebite statistics in Brazil, scientist Maurício Rocha e Silva once said there were none. “Where there are snakes, there are no statistics; and where there are statistics, there are no snakes.” Often where epidemics break out, there are no maps either.