Here's a visual called Paintomatic.  It shows a pitcher's repertoire of pitches, with circle size indicating how often he throws the pitch and color indicating how effective the pitch is.  Click on the image for a closer look!

Edwin Jackson relies heavily on his fastball and slider, while Shaun Marcum throws a much wider assortment of pitches (and quite well, I might add).