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

Fingerprint v2.1

@margin_orbit18

Greta Traore · writer · UK

I mute promo bots.

Open on X

Followers

24,825

Posts / day

0.8

Active months

100

90d growth

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 density0.65

Citation rate0.32

Substantive replies0.72

Technical depth0.63

Originality0.59

Explanatory depth0.65

composite 0.59

Spam check

farm 0.18 · looks humanno coordination flags

Timing entropy: 0.72
Cadence regularity: 0.24
Duplication: 0.05
Follow churn: 0.11
Promo frequency: 0.08
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: music

bridge_score 0.39

Topics

music0.97
comedy0.15

Why this person — source posts

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

“The hook is doing all the work. Still putting it on.”
id margin_orbit18-1 · original · created 2026-09-03T16:56:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @margin_orbit18 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:574df68b