🔍 Checking Historical Events for Cohort Matching
Time: 2025-11-05 03:48:34

📅 Current event features:
  - Venue: 63865
  - Weekday: Friday
  - Start bucket: late_night
  - Start time: 2025-10-24 22:00:00

🔍 Looking for historical events with similar features...

📊 Strict matches (same venue + weekday + start bucket): 1
  - Event 256363: 2025-10-31 22:00:00

📊 Medium matches (same venue + weekday): 10
  - Event 256363: late_night 2025-10-31 22:00:00
  - Event 240756: night 2025-10-10 22:00:00
  - Event 240745: night 2025-10-03 22:00:00
  - Event 240734: night 2025-09-26 22:00:00
  - Event 223418: night 2025-09-19 22:00:00
  - Event 223407: night 2025-09-12 22:00:00
  - Event 223396: night 2025-09-05 22:00:00
  - Event 223385: night 2025-08-29 22:00:00
  - Event 220900: night 2025-08-22 22:00:00
  - Event 219733: night 2025-08-15 22:00:00

📊 Loose matches (same venue only): 10
  - Event 263844: Sunday late_night 2025-11-02 22:30:00
  - Event 254039: Saturday late_night 2025-11-01 22:30:00
  - Event 256363: Friday late_night 2025-10-31 22:00:00
  - Event 252283: Thursday evening 2025-10-30 21:00:00
  - Event 241032: Sunday late_night 2025-10-26 22:30:00
  - Event 240721: Saturday late_night 2025-10-25 22:30:00
  - Event 240817: Thursday evening 2025-10-23 21:00:00
  - Event 241006: Sunday night 2025-10-12 22:30:00
  - Event 240695: Saturday night 2025-10-11 22:30:00
  - Event 240756: Friday night 2025-10-10 22:00:00

📸 Snapshots for strict matches: 29

📈 Total historical events: 781
📸 Total snapshots: 17353

🏁 Historical events check complete