The Visual Display of Quantitative Information is another book that has come highly recommended, including a recommendation from our own Kyoung Soo.
However, I have been warned that this book tends to focus on clarifying the design of data visualizations and not as much on the descriptions. I would appreciate any feedback on this that you have. Dan