www.sciencemag.org (this information is current as of July 28, 2009 ): The following resources related to this article are available online at Network analysis has emerged as a powerful way of studying phenomena as diverse as interpersonal interaction, connections among neurons, and the structure of the Internet. Appropriate use of network analysis depends, however, on choosing the right network representation for the problem at hand.