A typeface can make or break your graphic. Use Comic Sans, and no one will take you seriously ever again. Luckily, graphic designer Julian Hansen put together this flowchart for a school project to help you figure out what typeface to use. Most of you will probably be interested in the infographic branch.
I prefer to go the book route though. What typeface do you end up at?