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Footfall by Hour
Visitors per hour (10 AM – 10 PM)
Store Comparison
Total footfall per store in selected period
Age Group Distribution
Customer count by age group
Gender Distribution
Male vs Female share
Daily Gender Trend
Male vs Female footfall per day
Store-wise Demographics
| Store | Total | Male | Male % | Female | Female % |
|---|
Daily Checkout Alerts
Hourly Pattern (10–22)
Checkout Alerts by Store
Cashier Not Present — Alert Records
Poor VM Standard
Shelves or merchandise not properly maintained for more than 10 minutes
Late Opening / Early Closing
Opening threshold: 11:00 AM | Closing threshold: 9:30 PM · Click image to enlarge
| Store Code | Date | Open Time | Open Status | Open Image | Close Time | Close Status | Close Image |
|---|
DAILY DWELL TIME TREND
< 2 min
2–10 min
> 10 min
DWELL DISTRIBUTION
AVG HOURLY DWELL PATTERN
< 2 min
2–10 min
> 10 min
Store Heatmap — Customer Movement Pattern
21/05/2026 · Non Food Section · Camera: non food4
Low
High
Low
Medium
High
Click image to view fullscreen
Section × Hour Traffic
4 dates · 09:00 – 22:00 · avg across dates · Cells show occupied minutes (≥1 person detected)
Low
High
Leaving Boxes in Store
Detect cartons or packaging materials left in customer areas for more than 15 minutes during business hours.
Unorganized Backroom
Monitor improper merchandise storage, mannequins kept in backroom areas, items placed on floor, and improper hanger management.
Unorganized Counter
Identify messy or poorly arranged checkout counters impacting customer experience and operational efficiency.
AVG WAIT TIME BY CHANNEL (MIN)
AVG QUEUE LENGTH BY CHANNEL
HOURLY WAIT TIME PATTERN (MIN)
HOURLY QUEUE LENGTH PATTERN
CHANNEL SUMMARY
| Channel | Avg Wait Time | Avg Queue | Max Queue |
|---|
⚠ ALERT
Queue > 6 Customers — Alert Instances
Dwell Time Distribution
How long visitors stay in the store
Daily Dwell Time Trend
Average dwell time per day
Interaction Time Distribution
Duration of customer-doctor interactions
Average Interaction by Hour
Minutes spent in interaction per hour slot
Daily Interaction Trend
Average interaction time per day
Avg Customer Waiting Time by Hour
Avg wait time per hour 10am–10pm (dwell > 5 min only, in minutes)
Staff Without Uniform (Dwell ≥ 4 hrs)
Unique Customers
Staff Entry (Staff in green uniform)
Hourly Footfall vs Greetings (10am – 10pm)
Total footfall vs greeting events
Greeting Events
| # | Date & Time | Store | Alert Type | Image |
|---|
Hourly Staff Presence
Avg minutes present vs absent per hour (11am – 9pm)
Daily Staff Presence by Store
| # | Date | Store | Present | Absent | % Present |
|---|
No Staff Alert
Theft Detection
No Cashier Alert
Gate Event Images
NVR Monitoring
| # | Store | Camera No | FPS | Last Updated | Status |
|---|---|---|---|---|---|
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Queue Alerts by Store
Footfall Instances
Neatness (Untidy alerts, 11am – 10pm)
Untidy Alerts per Store
Total untidy JSONs received per store (11am – 10pm)
Heartbeat Summary
Real-time heartbeat monitoring for all field devices
Heartbeat Summary
Latest heartbeat per device · Offline shown first
Online
Offline
| # | Received Date Time ↕ | Store Code ↕ | Temp °C ↕ | Serial ID | Device Status ↕ | Software Status ↕ | DVR/NVR Status ↕ |
|---|---|---|---|---|---|---|---|
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Device Online Percentage
Office-hour device & DVR online % per store by date
🏪—stores
Date / Device % / DVR %
Each cell shows the online % for that store on that day
0%
100%
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