Discover/Video analysis
ddednahype47.4M subscribers

A Friend's Birthday 🎁

56K views1 minOct 7, 2026Short
Watch on YouTube
Outlier vs channel median1.0Γ—Comparable-age T+24h
Current velocity1.2Kviews per hour
Engagement1.2%likes + comments
ConfidenceMedium7 comparable videos

Where it broke away

Views at the same time after publishingβ€”not lifetime totals.

Last observed 10/9/2026, 3:30:05 AM
Channel medianThis video
6.5K60.9K115.4K169.8K224.3KPublished178h

Why it qualifies

  • At 24 hours, views are 1.0Γ— the channel median.
  • The baseline uses 7 comparable Shorts.
  • The latest observed velocity is 1,177 views per hour.
Comparison windowComparable-age T+24h
This video at comparable ageβ€”
This video now56K views
Channel median at comparable age90.4K views
Sample7 videos
A Friend's Birthday 🎁 β€” growth analysis Β· Signal Hunt