🧪 Simple Forecast Test for Event 250474
Date: 2025-11-05 03:49:12

📊 Direct Method Test:
Paid tickets + table entries: 115

🤖 Full Forecast Test:
Generated forecast:
- Ticket sales p50: 41
- Attendance p50: 115
Expected minimum attendance: 115
✅ SUCCESS: Attendance forecast respects the rule

Full forecast data:
- ticket_sales_p50: 41
- ticket_sales_p25: 32
- ticket_sales_p75: 108
- attendance_p50: 115
- attendance_p25: 40
- attendance_p75: 116
- revenue_p50: 0
- confidence: high
- cohort_count: 20
- method: cohort_median
- pacing: 
- walkins: Array

✅ Test complete.