The work of Edward Tufte is worth reading if you are interested in designing meaningful graphs and removing chart junk from your displays.
Modern Applied Statistics with S (Statistics and Computing) W.N. Venables, B.D. Ripley
Interactive and Dynamic Graphics for Data Analysis: With R and GGobi (Use R) Dianne Cook, Deborah F. Swayne