Discover/Video analysis
TThe ACE Family17.9M subscribers

SURPRISING MY GIRLS FOR VALENTINE'S DAY!!!

1M views15 minFeb 15, 2023
Watch on YouTube
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement3.0%likes + comments
ConfidenceLowno comparable sample yet

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:57:10 PM
This video
1.0031M1.0036M1.0041M1.0046M1.00511M31845h31869h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now1M views
Channel median at comparable age—
Sample—
SURPRISING MY GIRLS FOR VALENTINE'S DAY!!! — growth analysis · Signal Hunt