- "Explore":
- https://github.com/linkedin/luminol for anomaly detection (and correlation if I want)
- https://github.com/antoinecarme/pyaf for decomposing into long-term trend + periodic component (and forecasting if I want)
- maybe SVD for correlation of a little bit more than 2 variables
- => categories of stuff:
- Correlation
- Anomaly (TODO name something else, anomaly sounds scary :D -- maybe just Change?)
- Periodicity (TODO also rename)
- Trend (if there is sufficient evidence for a long-term trend)