ttiyaa_ningwal_official20M subscribers
Watch on YouTube Bhai Ram nahi Ravan nikla😡😱|| brother-sister love || tiyaa Ningwal #youtube #trending #foryou
Outlier vs channel median3.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement2.1%likes + comments
ConfidenceLow3 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 3.0× the channel median.
- The baseline uses 3 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age60.7K views
This video now60.7K views
Channel median at comparable age20K views
Sample3 videos