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i saw one analysis of twitter data that focused on the network that generated the zillions of messages on recent events in egypts....it tried to identify the most influential twitterer in the network based on the how many times their messages were retwitted within the network..... http://www.kovasboguta.com/uploads/4/7/9/5/4795292/egyptinfluencenetworklarge.gif *The map is arranged to place individuals near the individuals they influence, and factions near the factions they influence. The color is based on the language they tweet in -- a choice that itself can be meaningful, and clearly separates different strata of society.*