Right, upvoted. I read the paper and the authors are very particular in their sample selection. How could someone choose 2008 as a sample? I'd be much more impressed if they used a larger sample.

Also, some food for thought: it would be interesting to see someone testing Twitter moods as an instrumental variable for a project.