Discover/Video analysis
TTEDx Talks44.7M subscribers

Room to Become | SIddhima Singh | TEDxThe Ardee School NFC

521 views8 minOct 6, 2026
Watch on YouTube
Outlier vs channel median1.3×Comparable-age T+24h
Current velocity18.6views per hour
Engagement7.3%likes + comments
ConfidenceHigh18 comparable videos

Where it broke away

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

Last observed 10/8/2026, 3:28:33 AM
This video
18.1157.3296.5435.7574.93h30h

Why it qualifies

  • At 24 hours, views are 1.3× the channel median.
  • The baseline uses 18 comparable long-form videos.
  • The latest observed velocity is 19 views per hour.
Comparison windowComparable-age T+24h
This video at comparable age521 views
This video now521 views
Channel median at comparable age390 views
Sample18 videos
Room to Become | SIddhima Singh | TEDxThe Ardee School NFC — growth analysis · Signal Hunt