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

Fingerprint v2.1

@vinyl_nneka

Nneka Obi · writer · UK

New songs, old crates. I post what I actually played, not a playlist dump.

Open on X

Followers

18,600

Posts / day

2.1

Active months

90d growth

22%

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 density0.70

Citation rate0.28

Substantive replies0.64

Technical depth0.22

Originality0.81

Explanatory depth0.58

composite 0.54

Spam check

farm 0.06 · looks humanno coordination flags

Timing entropy: 0.70
Cadence regularity: 0.29
Duplication: 0.09
Follow churn: 0.05
Promo frequency: 0.04
CTA patterns: 0

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 0.36

Topics

music0.92
comedy0.22

Why this person — source posts

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

“This chorus is doing all the work and the verse is hiding. Still putting it on. Track 4.”
id vinyl_nneka-1 · original · created 2026-09-08T17:59:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @vinyl_nneka — 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:fa5d39e2