ttiyaa_ningwal_official20M subscribers
Watch on YouTube Every brother & sister story 😁🙈|| brother-sister love || tiyaa Ningwal #youtubeshorts #trending
Outlier vs channel median1.4×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement2.8%likes + comments
ConfidenceMedium9 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 720 hours, views are 1.4× the channel median.
- The baseline uses 9 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age70.6K views
This video now70.6K views
Channel median at comparable age51.2K views
Sample9 videos