KKy virals123K subscribers
Watch on YouTube She put herself first in every situation. #shorts
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement0.7%likes + comments
ConfidenceLow3 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 720 hours, views are 1.0× the channel median.
- The baseline uses 3 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now70.4K views
Channel median at comparable age9.5K views
Sample3 videos