Visualizing Data is a good choice, but I would also suggest you note the recent string of critiques of content-free visualization on flowingdata and start out w

Visualizing Data is a good choice, but I would also suggest you note the recent string of critiques of content-free visualization on flowingdata and start out with Tufte if you are new to the field.