When Twitter had an open API, some tech teams actually used it as an additional source for detecting incidents that internal monitoring missed (similar to how electricity grid operators watch TV to understand when demand surges are going to occur due to half time in sports games, etc).
https://scistarter.org/the-twitter-earthquake-detection-prog...
I did find this and some papers that seem related