VVideos that make your day better 631K subscribers
Watch on YouTube Sir, this is a pool 😭😂
Outlier vs channel median0.1×Comparable-age T+72h
Current velocity—needs two snapshots
Engagement0.9%likes + comments
ConfidenceHigh14 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 72 hours, views are 0.1× the channel median.
- The baseline uses 14 comparable Shorts.
Comparison windowComparable-age T+72h
This video at comparable age52.2K views
This video now52.2K views
Channel median at comparable age1.1M views
Sample14 videos