# Derek Murray 🇺🇦 🇨🇦 🇬🇱 🇩🇰🗿🟢 (@DerekJMurray) on x

- id: koinon:creator:x_derekjmurray
- url: https://koinonlink.com/kol/x/DerekJMurray
- schema_version: 1.4

## Identity
- platform: x
- handle: DerekJMurray
- platform_url: https://twitter.com/DerekJMurray
- country: UA
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 570
- following: 21
- posts_total: 43363
- posts_observed: 7
- posts_per_day: 8.188
- account_age_days: 5296
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00351
- best_post_interactions: 2
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- category_confidence: 0
- category_source: derived_from_discovery_path
- bio: Scottish. 'Pedantic twat'. Protect from sunlight and do not expose to high temperatures. Pressurised container -do not pierce or burn. @derekjmurray.bsky.social

## Audience (inferred)
- status: present
- description: Online discourse participants, mainly left-leaning or progressive internet users engaged in political and cultural criticism
- roles: none
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: engagement_observed
- credibility_score: 54
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_derekjmurray#2c416388] Muhammad Ziauddin Yusuf's a grade-A cunt. That's it. (https://twitter.com/DerekJMurray/status/2069019597357895931)
- [x_derekjmurray#a5fb9a89] The Voyager 1 space probe is now more than 16,000,000,000 miles from Earth. Still not quite as far as the distance that poisonous troll Zia Yusuf ideally needs to fuck off to.
- [x_derekjmurray#c6b091fa] Like a fly around shit.
- [x_derekjmurray#b73d381f] People calling for a civil war or military coup need to wise the fuck up.
- [x_derekjmurray#1e5b87f4] Lots of right-wing thugs on here indulging in their macho, coke-fuelled, steroid-enhanced, neck-tattoed, slap-the-wife, ten-pints-a-session, authoritarian, Billy Liar, 'civil war' fantasies ... fucknuggets that they are.
- [x_derekjmurray#bc5317ed] "We can't vote our way out of this". We'll, we're going to have to try - that's democracy. Otherwise you're proposing an insurrection.
- [x_derekjmurray#f5296963] "Never mind, it'll rain from October to April". Exactly; milder, wetter winters, hotter, drier summers. Our climate is changing. Climate change. Which doesn't exist apparently.
- [x_derekjmurray#9f37a23e] Can't wait for the first

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=80, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=119, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 2
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_derekjmurray
- Request removal: https://koinonlink.com/claim?k=x_derekjmurray
- Terms: https://koinonlink.com/for-ai