Zone Analytics & Forecasting

Fill patterns, event impact, anomaly detection, and predictive models

42%
Avg Fill
All deployed cans
0
Need Pickup
>75% full
0
Fire Alerts
Active right now
0
Filling Now
Full in <6 hrs
Neighborhood Fill Ranking
Sorted by avg fill level
Fill Heatmap by Zone Type
Avg fill % by day and hour — select zone type
6h8h10h12h14h16h18h20h22h
Mon
58
58
71
100
64
67
100
100
65
Tue
66
75
72
100
72
69
100
100
65
Wed
67
67
62
100
68
57
100
100
71
Thu
75
63
72
100
74
71
100
100
74
Fri
72
70
77
100
63
59
100
100
63
Sat
80
79
100
100
83
95
100
100
91
Sun
92
96
87
100
92
78
100
100
93
Low
High
Event Impact Forecast
Upcoming SF events and predicted fill-rate multipliers
Giants Home Game
Oracle Park / Mission Bay
Tonight 7:15pm
2.8x
fill rate
Outside Lands Prep
Golden Gate Park
Fri–Sun
3.2x
fill rate
Ferry Building Farmers Market
Embarcadero
Saturday 8am
1.6x
fill rate
Castro Street Fair
Castro
Sunday
2.4x
fill rate
BART Service Disruption
Civic Center / Tenderloin
All Week
1.5x
fill rate
Fill Predictions
Cans predicted to reach 100% — sorted by time to full

No prediction data yet

Needs sensor reading history

Zone Fill-Rate Model Reference
Multipliers applied to raw EM400-TLD fill rate per zone type and peak hours
venue
1.8x
Peak ×3 at 19h, 20h, 21h…
restaurant
1.6x
Peak ×2.2 at 12h, 13h, 18h…
transit
1.4x
Peak ×2 at 7h, 8h, 9h…
retail
1.3x
Peak ×1.8 at 11h, 12h, 13h…
office
1x
Peak ×1.5 at 8h, 9h, 12h…
residential
0.8x
Peak ×1.3 at 7h, 8h, 18h…
park
0.7x
Peak ×1.6 at 10h, 11h, 14h…