Online social networking sites such as Twitter and Facebook encourage people to share their status in real time. Although these self-reported messages are unstructured and ‘noisy’, they are an extremely direct window into the lives of millions of users. Twitter as online word of mouth can provide opinions about products, services, or systems. We implemented [...]