Up until now, we have covered plotting primitives for data of essentially unidimensional characters. By drawing a map of some kind, you can visualize the influence that two variables have on the third one. Imagine you have weather stations scattered over a country. A map visualization would show at a glance how rainfall and winds are distributed over the country. matplotlib offers powerful primitives driven by a simple API to create maps.