My paper on electoral prediction with Twitter suggested that it might be possible to accurately forecast US House of Representatives collections using Twitter mentions of the candidates.
For 2012, I’m generating real-time predictions and publishing them here. More information on the algorithms and methods used to generate these outputs can be found at my Github.