[init]

I worked on something like this more than a decade ago back when bayesian classifiers were SOTA for sentiment analysis. It's relatively easy to use an existing model to bootstrap and fine tune a new model. The hardest part is collecting and cleaning up the data for training.

[PaulHoule]

That’s exactly it, the thought of finding and validating 5000 angry toots makes me feel sick!