In the selected window, scan velocity is stable, timing is highly variable, and cadence looks high-frequency cadence. Dishwasher workflow: 7.4% of start-anchored cycles lack a put-away scan before the next start. no recent control-chart anomalies
Total scans
83
Scans attributed to this object (all NFC tags)
Avg scans / day (30d)
0.8
Trailing 30-day average
Active days (30d)
30%
Days with at least one scan
Median interval
7h
Typical time between scans
Regularity (CV)
2.25
Lower is more predictable
Adaptive view: high-frequency cadence (volume shown in daily buckets).
1) Scan volume + moving average i
2) Hour-of-day profile by action mix i
3) Weekday usage pattern i
5) Cumulative scan growth i
6) Inter-scan interval trend i
7) Inter-scan interval histogram i
8) Statistical control chart (last 30 days) i
Mean interval16.96h
Std dev interval38.08h
P90 interval38.95h
Daily trend slope0.01
Action entropy3
Expected confidence avgn/a
Dishwasher workflow (Initial load / Start / Put away)
83 dishwasher action scan(s), 27 start-anchored cycle(s), 1 pre-start segment(s). Among cycles with a start: 7.4% missing put-away before the next start; 3.7% without a merged initial load. Median start→put-away 19.83h (p90 69.07h).
Initial load scans26
Start scans27
Put away scans30
Start-anchored cycles27
Pre-start orphan segments1
Order violations26
No put-away (given start)7.4%
No initial in cycle3.7%
Median start→put-away19.83h
P90 start→put-away69.07h
Median hours between starts32.32h
Action scans / week6.46
Cycle completion (distinct actions) i
Start → put away duration i