# Włodzimierz Wrzosek (@wlw_wlw55) on x

- id: koinon:creator:x_wlw_wlw55
- url: https://koinonlink.com/kol/x/wlw_wlw55
- schema_version: 1.4

## Identity
- platform: x
- handle: wlw_wlw55
- platform_url: https://twitter.com/wlw_wlw55
- country: Poland
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3391
- following: 599
- posts_total: 15711
- posts_observed: 35
- posts_per_day: 9.204
- account_age_days: 1707
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00088
- best_post_interactions: 3
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Trump-Musk relations, Polish domestic politics, US Fed and international finance, China's global influence
- bio: Best Person to follow is Jesus Christ.

## Audience (inferred)
- status: present
- description: Polish-speaking users following political commentary on US/Polish politics, Trump, and global finance
- roles: none
- seniority: consumer
- pain_points: Political power struggles and scandals in Poland, US-China economic tensions and capital flight, Rigged financial markets and interventions
- posts_analysed: 16
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 71
- authenticity_basis: engagement_observed
- credibility_score: 71
- 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_wlw_wlw55#fb11af59] Tymczasem w Fabryce Tesli .... https://t.co/CYu8H6upP2 (https://twitter.com/wlw_wlw55/status/2064747318981562406)
- [x_wlw_wlw55#b37f1b9f] Gabinet Donalda Trumpa ;)
- [x_wlw_wlw55#1d3ac67a] Coś czuję, że takie fryzury to tylko kwestia czasu ;)
- [x_wlw_wlw55#aa8c184d] Ten spór Elona Muska z Donaldem Trumpem to chyba przeszłość ?
- [x_wlw_wlw55#62f6e6f6] Towarzyszka Hillaria Clintonowa zapowiada czystki 😂 Cóż, starość bywa.... trudna ?
- [x_wlw_wlw55#a0e0a0cd] Czy to jest najbardziej wstydliwy epizod z początków kariery Grzegorza Brauna ? Tak bardzo pragnął zaistnieć na polskiej scenie politycznej, że był gotów rozmawiać nawet ze Zbigniewem Stonogą o wspólnej formacji. Niby się z tego wycofał, ale nagranie pozostało. Dlaczego należy pr
- [x_wlw_wlw55#f7d7565a] Ziobro próbował urwać się z łańcucha (z Kurskim, z Bielane z Misiem kamińskim,...). Polegli. Morawiecki zrobił to ale na zupełnie innych warunkach. PJK zaakceptował te warunki, gdyż wiedział, że gdy opuści wodzowskie stanowisko to całą jego wodzowską partię, którą z takim mozołem
- [x_wlw_wlw55#81360814] Chiński balon napompowany do oporu. Bogaci Chińczycy uciekają szukając bardziej bezpiecznych przystani…👇

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=76, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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_wlw_wlw55
- Request removal: https://koinonlink.com/claim?k=x_wlw_wlw55
- Terms: https://koinonlink.com/for-ai