“Most subscribers come from a few breakout videos, not from many videos contributing equally.”
agrees
the belief matches this channel's data
Held 30 days · Last changed Sep 23, 2026 · 1 changeagrees on 3 of 5 pooled public channels · inconclusive on 1
What the check does
Gini coefficient on subs_gained distribution across videos. Agrees if Gini ≥0.7.
The reading
0.89
Checked on 42 videos ·
How the verdict has moved
- Sep 23, 2026 – Oct 22, 2026agrees
- Sep 11, 2026 – Sep 22, 2026inconclusive
Where the belief comes from
Power-law folklore.
Checked against
Keep reading
The rest of the record
This belief sits in a ledger of fifty, each one re-checked every day. These surfaces carry the rest of it.