ttiyaa_ningwal_official20M subscribers
Watch on YouTube Bhai ki Acting😁🤟🏻|| Brother-sister love || tiyaa Ningwal #youtube #trending #viral
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement2.8%likes + comments
ConfidenceLow4 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 4 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now66.1K views
Channel median at comparable age27.2K views
Sample4 videos