SStudyIQ IAS20.6M subscribers
Watch on YouTube What Do IAS & IPS Officers Actually Do? | Roles & Responsibilities #shorts #upsc
Outlier vs channel median1.0×Comparable-age T+24h
Current velocity—needs two snapshots
Engagement1.5%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 24 hours, views are 1.0× the channel median.
- The baseline uses 4 comparable Shorts.
Comparison windowComparable-age T+24h
This video at comparable age—
This video now17.7K views
Channel median at comparable age6.6K views
Sample4 videos