Crowd Flow Video Player Crowd Flow Video

Hourly Crowd Flow by Zone Hourly Crowd Flow by Zone

#CrowdAnalytics #EvacuationManagement
Key Insight: Exit zone reached evacuation peak at 19:00-20:00 (1,450 people/hour), 867% increase from race hours. Exit channel optimization recommended.

Boundary Alert Distribution & Personnel Type Boundary Alert Distribution & Personnel Type

#SecurityAlerts #RealTimeMonitoring
Key Insight: Main entrance recorded highest alerts during 16:00-17:00 (3 incidents) due to security queue congestion. Exit zone alerts peaked at 18:00-19:00 (3 incidents) during evacuation, 72% triggered by spectators.

On-Site Personnel Demographics On-Site Personnel Demographics

#DemographicsAnalysis #AudienceProfile
Key Insight: Core audience: 26-40 year-old males (48%). Malay + European/American visitors account for 57%. Merchandise adoption rate: 56%. Targeted merchandising strategy recommended.

Security Deployment & Response Efficiency Security Deployment & Response Efficiency

#EfficiencyAnalysis #SecurityOptimization
Key Insight: Exit zone has only 6 security personnel with 2.4min response time. During evacuation peak (19:00-20:00, 1,450 flow), safety risk identified. Recommend increasing to 10 personnel.