MMedhansh Production20.5M subscribers
Watch on YouTube Viraj aur sabka happy birthday❤️ #shorts
Outlier vs channel median—Not scored (<24h)
Current velocity—needs two snapshots
Engagement0.7%likes + comments
ConfidenceLowno comparable sample yet
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowNot scored (<24h)
This video at comparable age—
This video now128.6K views
Channel median at comparable age—
Sample—