wwifistudy by Unacademy15.5M subscribers
Watch on YouTube UPSC Exam Pattern Explained for Beginners | Madhukar Kotawe #madhukarkotawe #upsc #foundation #ias
Outlier vs channel median1.3×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement0.8%likes + comments
ConfidenceMedium8 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 720 hours, views are 1.3× the channel median.
- The baseline uses 8 comparable long-form videos.
Comparison windowComparable-age T+720h
This video at comparable age10.9K views
This video now10.9K views
Channel median at comparable age8.5K views
Sample8 videos