RRoman Atwood Vlogs15.1M subscribers
Watch on YouTube How kids change your life
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement3.4%likes + comments
ConfidenceLowno comparable sample yet
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
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 now54.7K views
Channel median at comparable age—
Sample—