# KIRØ (@tamurt7) on x

- id: koinon:creator:x_tamurt7
- url: https://koinonlink.com/kol/x/tamurt7
- schema_version: 1.4

## Identity
- platform: x
- handle: tamurt7
- platform_url: https://twitter.com/tamurt7
- website: https://coinlatteltd.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1349
- following: 3853
- posts_total: 11743
- posts_observed: 1
- posts_per_day: 5.842
- account_age_days: 2010
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00222
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Macroeconomic trends in stock and crypto markets, Currency dynamics beyond interest rates, In-depth analysis of financial news and economic books
- bio: 기업 이야기, 주식과 코인 시장의 최신 트렌드를 다룹니다.
단순한 투자 권유 대신 뉴스나 경제 책을 읽고 찾은 인사이트를 공유해요.
차트 너머의 진짜 스토리를 함께 읽고 공부하는 공간입니다.

## Audience (inferred)
- status: present
- description: Investors and finance enthusiasts in South Korea, mainly retail investors and early-stage traders tracking stock and cryptocurrency market trends through macroeconomic insights
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to interpret market movements beyond basic interest rate signals, Confused by contradictory currency trends like yen depreciation despite rate hikes, Finding it hard to distinguish real economic drivers from mainstream financial narratives
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 31
- authenticity_basis: engagement_observed
- credibility_score: 51
- 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_tamurt7#66886cf6] 하이닉스 이상하다 내가 어제 꿈꿨나... (https://twitter.com/tamurt7/status/2061641846393377002)
- [x_tamurt7#3fabc948] 일본은 금리를 올리는데 왜 엔화는 계속 약할까? 엔저의 진짜 원인은 '금리'가 아니라 '재정'에 있다 많은 사람들이 환율은 금리만 보면 된다고 생각합니다. 실제로 오랫동안 경제학의 공식도 그랬습니다. 미국 금리가 높으면 달러가 강해지고, 일본이 금리를 올리면 엔화도 강해진다. 하지만 최근 일본에서는 이 공식이 깨지고 있습니다. 일본은행(BOJ)이 기준금리를 올렸는데도 엔화는 좀처럼 강해지지 않고 있습니다. 도대체 왜 이런 일이 벌어지는 걸까요? 과거에는 금리 차이가 가장 중요했다 예전에는 매우 단

## 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
- audience.seniority: 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=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=78, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 78
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_tamurt7
- Request removal: https://koinonlink.com/claim?k=x_tamurt7
- Terms: https://koinonlink.com/for-ai