Incognition logo
Home
Learn
Practice
Leaderboard
0
VisualizationsApplied Machine Learning

Time Series Anomalies

Step from a fixed alarm line, which rings every busy evening, to residuals (actual minus expected), which catch the real 4 a.m. spike and 8 p.m. drop.

050100150200orders−150−100−500+50residualfence: −20 to +20Day 1Day 2alarm: over 1504 a.m.8 p.m.4 a.m.8 p.m.
ordersalarm rangreal surprise
Alarms rang
7
all ordinary evenings
Real surprises caught
0 of 2
4 a.m. spike, 8 p.m. drop

The alarm rings for any hour over 150 orders. It rang 7 times, all between 6 and 10 p.m., the usual evening rush. It missed day 2's 90 orders at 4 a.m. and the drop to 20 at 8 p.m.

Customize