DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@margin_note15

Noor Nilsen · journalist · US

No betting links. Ever.

Open on X

Followers

11,624

Posts / day

1.0

Active months

90d growth

14%

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.74

Citation rate0.29

Substantive replies0.72

Technical depth0.26

Originality0.55

Explanatory depth0.50

composite 0.52

Spam check

farm 0.17 · looks humanno coordination flags

Timing entropy: 0.87
Cadence regularity: 0.33
Duplication: 0.08
Follow churn: 0.11
Promo frequency: 0.01
CTA patterns: 1

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: sports · journalism

bridge_score 0.26

Topics

sports0.88
news0.32
comedy0.11

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“A rumor posted by six accounts in ninety seconds is one group chat.”
id margin_note15-1 · original · created 2026-09-19T13:47:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @margin_note15 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:22270348