Discover/Video analysis
TTEDx Talks44.7M subscribers

Can Education Break the Cycle of Poverty? | Avyay Ananth | TEDxVelammal Global School

102 views8 minOct 7, 2026
Watch on YouTube
Outlier vs channel median0.5×Comparable-age T+24h
Current velocity3.7views per hour
Engagement1.0%likes + comments
ConfidenceHigh95 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/9/2026, 3:30:05 AM
Channel medianThis video
0146.1292.2438.2584.3Published178h

Why it qualifies

  • At 24 hours, views are 0.5× the channel median.
  • The baseline uses 95 comparable long-form videos.
  • The latest observed velocity is 4 views per hour.
Comparison windowComparable-age T+24h
This video at comparable age102 views
This video now102 views
Channel median at comparable age228 views
Sample95 videos
Can Education Break the Cycle of Poverty? | Avyay Ananth | TEDxVelammal Global School — growth analysis · Signal Hunt