Discover/Video analysis
NNumberphile4.8M subscribers

Closer Look at the Birthday Paradox - Numberphile

330K views17 minDec 6, 2025
Watch on YouTube
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement3.4%likes + comments
ConfidenceLow1 comparable video

Where it broke away

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

Last observed 10/4/2026, 6:35:37 PM
This video
329.64K329.81K329.97K330.14K330.3K7232h7256h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now330K views
Channel median at comparable age360.1K views
Sample1 video
Closer Look at the Birthday Paradox - Numberphile — growth analysis · Signal Hunt