Key Insight: Ice Rink traffic climbed from 18:00 to a
peak at 22:00 (1,132 people/hour) before easing at 23:00. Performance
Stage surged after 20:00 and peaked at 22:00 (31,812 people/hour),
making 21:00-23:00 the primary crowd concentration window—recommend
enhanced crowd control and staffing.
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
#DemographicsAnalysis#AudienceProfile
Key Insight: Audience composition is predominantly
Asian (87%), with Others accounting for 13%. Prioritize bilingual
wayfinding and culturally relevant activation, while designing
targeted outreach to grow non-Asian participation.
On-Site Personnel Demographics
#DemographicsAnalysis#AudienceProfile
Key Insight: Audience composition is predominantly
Asian (87%), with Others accounting for 13%. Prioritize bilingual
wayfinding and culturally relevant activation, while designing
targeted outreach to grow non-Asian participation.
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.