TTrần Thị Thu Trang19.9M subscribers
Watch on YouTube Think fast or you’re cooked#c4class #chany #chang0000
Outlier vs channel median1.0×Comparable-age T+72h
Current velocity—needs two snapshots
Engagement3.1%likes + comments
ConfidenceLow4 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 72 hours, views are 1.0× the channel median.
- The baseline uses 4 comparable Shorts.
Comparison windowComparable-age T+72h
This video at comparable age—
This video now61.9K views
Channel median at comparable age52.8K views
Sample4 videos