This reminds me of the twitter-based detector we had at Facebook that looked for spikes in "Facebook down" messages.

When Facebook went public, the detector became useless because it fired anytime someone wrote about the Facebook stock being down and people retweeted or shared the article.

I invested just enough time in it to decide it was better to turn it off.

Ouch. damn. good call!