Graphical displays of data offer several advantages, including improving encoding, highlighting uncertainty, and highlighting problems with our data. Despite this fact, there is a major lack of graphical presentation in today’s academic journals. Those articles that do display graphics often do so poorly, in such a way that may mislead readers.