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

Fingerprint v2.1

@amber_spare69

Ryo Alvarez · journalist · EU

On the beat.

Open on X

Followers

19,616

Posts / day

3.0

Active months

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 density0.67

Citation rate0.24

Substantive replies0.54

Technical depth0.39

Originality0.58

Explanatory depth0.80

composite 0.53

Spam check

farm 0.15 · looks humanno coordination flags

Timing entropy: 0.84
Cadence regularity: 0.28
Duplication: 0.06
Follow churn: 0.07
Promo frequency: 0.01
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: journalism

bridge_score 0.34

Topics

journalism0.94
policy0.27

Why this person — source posts

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

“We obtained the memo. The quote you wanted was not the news.”
id amber_spare69-1 · original · created 2026-09-21T17:40:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @amber_spare69 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:67b25434