Overview
Live summary of crowd activity across all monitored locations.
Peak Crowd
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Highest in last 50 records
Average Crowd
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Across all active locations
Active Locations
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Unique monitored sites
Preferred Spot
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Least crowded right now
Busiest Spot
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Highest crowd density
📈 Peak Crowd Over Time
📊 Average Crowd Over Time
🔮 Forecast Trend
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Live Map
Real-time crowd density markers. Updates every 5 seconds.
Low (0–2)
Moderate (3–5)
High (6+)
Peak Crowd
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Avg Crowd
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Best Shop
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🔍 Find a Location
Shops & Locations
All registered shop locations and their current crowd status.
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Trends & Charts
Time-series analytics for all monitored locations.
📈 Peak Crowd Trend
📊 Average Crowd Trend
🔮 Forecasted Crowd
🏪 Shop Comparison — Historical Crowd
Top Locations
Ranked by total cumulative crowd count.
🏆 Top Locations by Total Crowd
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Heatmap Data
Crowd density for every recorded coordinate pair.
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History
Historical crowd readings for a selected location and time window.
Select a shop and time window, then click Fetch History.
System Health
Live status of the Node.js dashboard server and Python crowd-estimation API.
Node.js Dashboard
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Python Estimation API
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Orchestrator Metrics
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Python API health requires the FastAPI server running on port 8000. Unavailability is handled gracefully.