Thank you. Yes, especially if you have something to calibrate against. For direction you can calibrated agains the log returns of the price to achieve the best correlation, this is what we do in our news indexes. The importance and coin affected cases are likely similar to how we calibrated the moderation kit, you will just need some labeled data (100/200 sample are often enough). In github.com/spinfinc/spinf-client you can find an example of how to fit thresholds (moderation.fit_thresholds) and if something is unclear feel free to open an issue and I'll be happy to help.