We all know and love matplotlib, but I guess most of you agree that the default output of matplotlib is ugly. One can spend hours tweaking the plots, and for sure you will get very nice result at the end - customization is one of the great powers of matplotlib after all. However there is another way - just rely on beautiful defaults created by someone else. Below I will show you couple of examples with Seaborn library, that is based on matplotlib, but make figures look much better. It also provide very simple way to draw statistical graphs, that I will also demonstrate.