Anomaly detection of private jet flights(ews.kylemcdonald.net) |
Anomaly detection of private jet flights(ews.kylemcdonald.net) |
it ingests ADS-B exchange heatmap files (30 min intervals), backfills historical counts, and compares the current value to a baseline for similar times of day/week.
the output is a simple deviation, shown as an "emergency level".
in practice it mostly shows a strong daily cycle, with occasional spikes during holidays, or on april 6th when trump threatened "a whole civilization will die tonight".
would be nice if you had like a historical record of what happened when your alert level went above 3