TTrần Thị Thu Trang19.9M subscribers
Watch on YouTube Y’all want some birthday cake? #c4class #chany #chang0000
Outlier vs channel median1.0×Comparable-age T+24h
Current velocity511.4views per hour
Engagement3.1%likes + comments
ConfidenceMedium5 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 24 hours, views are 1.0× the channel median.
- The baseline uses 5 comparable Shorts.
- The latest observed velocity is 511 views per hour.
Comparison windowComparable-age T+24h
This video at comparable age—
This video now18.4K views
Channel median at comparable age29.3K views
Sample5 videos