MMaya and Mary27.1M subscribers
Watch on YouTube 👶 Mom's Having a Baby! Surprise! 😲💖
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement0.0%likes + comments
ConfidenceHigh11 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 11 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now227.3K views
Channel median at comparable age133.2K views
Sample11 videos