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Video games and the playing thereof have been a fixture of American culturesince their introduction in the arcades of the 1980s. However, it was not untilthe recent proliferation of broadband connections robust and fast enough tohandle live video streaming that players of video games have transitioned froma content consumer role to a content producer role. Simultaneously, the rise ofsocial media has revealed how interpersonal connections drive user engagementand interest. In this work, we discuss the recent proliferation of video gamestreaming, particularly on Twitch.tv, analyze trends and patterns in video gameviewing, and develop predictive models for determining if a new game will havesubstantial impact on the streaming ecosystem.

Heroes and Zeroes: Predicting the Impact of New Video Games on Twitch.tv