VVideos that make your day better 631K subscribers
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Outlier vs channel median—Unlocks at T+24h · in 5h
Current velocity—needs two snapshots
Engagement11.3%likes + comments
ConfidenceLowno comparable sample yet
This video is 19h old. Outlier scoring needs a comparable-age baseline, which arrives at T+24h (in 5h). Until then, the signal is limited to the first snapshots being collected.
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 now2.9K views
Channel median at comparable age—
Sample—