Dona Wong's Wall Street Journal guide to information graphics is a great desktop guide to the design of graphs, charts and tables. She goes through all the basics, and demonstrates them using a simple graphic syntax that is undistracted by cool examples or the work of famous designers. Once you get used to her at-first-cryptic way of distinguishing bad practice (down arrow) from good (up arrow), it works brilliantly. This wasn't planned as a full review, but to note her thoroughgoing approach to information design and simplification. I loved her diagrammatic acknowledgement of the people who helped.
Dona Wong (2010) The Wall Street Journal guide to information graphics: the dos and don'ts of presenting data, facts and figures. New York/London: Norton & Co.