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

Fingerprint v2.1

@spare_late11

Freya Ito · journalist · AU

Trades, tape, and why the hot take is wrong.

Open on X

Followers

2,889

Posts / day

2.9

Active months

90d growth

12%

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 rate0.31

Substantive replies0.74

Technical depth0.76

Originality0.87

Explanatory depth0.48

composite 0.64

Spam check

farm 0.18 · looks humanno coordination flags

Timing entropy: 0.72
Cadence regularity: 0.26
Duplication: 0.05
Follow churn: 0.11
Promo frequency: 0.02
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: sports · journalism

bridge_score 0.15

Topics

sports0.89
news0.26
comedy0.14

Why this person — source posts

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

“That 'bust' just ran a clean route tree against a Cover 2 they didn't practice. The clip skipped the first three steps.”
id spare_late11-1 · original · created 2026-09-19T17:17:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @spare_late11 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:109ef743