🔍 Checking Historical Events for Cohort Matching
Time: 2025-12-17 09:27:31

📅 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): 7
  - Event 261480: 2025-12-12 22:00:00
  - Event 261469: 2025-12-05 22:00:00
  - Event 261458: 2025-11-28 22:00:00
  - Event 261447: 2025-11-21 22:00:00
  - Event 256388: 2025-11-14 22:00:00
  - Event 256375: 2025-11-07 22:00:00
  - Event 256363: 2025-10-31 22:00:00

📊 Medium matches (same venue + weekday): 10
  - Event 261480: late_night 2025-12-12 22:00:00
  - Event 261469: late_night 2025-12-05 22:00:00
  - Event 261458: late_night 2025-11-28 22:00:00
  - Event 261447: late_night 2025-11-21 22:00:00
  - Event 256388: late_night 2025-11-14 22:00:00
  - Event 256375: late_night 2025-11-07 22:00:00
  - 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

📊 Loose matches (same venue only): 10
  - Event 263934: Sunday late_night 2025-12-14 22:30:00
  - Event 263787: Saturday late_night 2025-12-13 22:30:00
  - Event 261480: Friday late_night 2025-12-12 22:00:00
  - Event 271620: Thursday night 2025-12-11 23:00:00
  - Event 263921: Sunday late_night 2025-12-07 22:30:00
  - Event 263774: Saturday late_night 2025-12-06 22:30:00
  - Event 261469: Friday late_night 2025-12-05 22:00:00
  - Event 271607: Thursday night 2025-12-04 23:00:00
  - Event 263908: Sunday late_night 2025-11-30 22:30:00
  - Event 263761: Saturday late_night 2025-11-29 22:30:00

📸 Snapshots for strict matches: 174

📈 Total historical events: 842
📸 Total snapshots: 23052

🏁 Historical events check complete