How can I design better charts, graphs and information displays?

One place to start in designing better charts and graphs is with the work of Edward Tufte. 
 
 Who is Edward Tufte and why should I care? 	 
 Review: 5 Tools for Creating Amazing Online Charts – Oct. 8, 2014 
 
 If you have any other suggestions, please add them. Thanks