beta

Most subscribers come from a few breakout videos, not from many videos contributing equally.

agrees

the belief matches this channel's data

Held 13 days · Last changed Sep 2, 2026 · 1 change

agrees on 3 of 4 pooled public channels

What the check does

Gini coefficient on subs_gained distribution across videos. Agrees if Gini ≥0.7.

The reading

0.89

Checked on 18 videos ·

How the verdict has moved

  1. Sep 2, 2026 – Sep 14, 2026agrees
  2. Aug 22, 2026 – Sep 1, 2026inconclusive

Where the belief comes from

Power-law folklore.

Checked against

Every figure on this page is checked against @iamartharrison’s tracked data, through Sep 14, 2026. The tally above reads 4 pooled public channels’ files.

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.