If you’ve spent any time on Twitter, you know that tweets can be snarky, informative, nonsensical, hilarious, and sometimes provocative. This is the “sentiment” of the Twittersphere. What ...

“Most Twitter sentiment analysis to date has been post-hoc, providing assessment of political sentiment days or weeks after an event, and often based on a sample of tweets.