# MarginATM (@MarginATM) on x

- id: koinon:creator:x_marginatm
- url: https://koinonlink.com/kol/x/MarginATM
- schema_version: 1.4

## Identity
- platform: x
- handle: MarginATM
- platform_url: https://twitter.com/MarginATM
- website: https://link3.to/marginatm
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 20829
- following: 606
- posts_total: 10755
- posts_observed: 2
- posts_per_day: 4.588
- account_age_days: 2344
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00058
- best_post_interactions: 12
- 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: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Vietnam crypto market trends, crypto events in Vietnam, retail crypto trading insights, crypto market analysis for Vietnamese audience
- bio: Cập nhật tin tức, phân tích và chia sẻ góc nhìn của traders về Crypto.

🔎 https://t.co/eFEn63isHz

## Audience (inferred)
- status: present
- description: Vietnamese crypto traders and investors, mainly retail participants tracking local crypto market developments and events
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find reliable local crypto event updates and market insights in Vietnamese, Frustrated by lack of clear, timely analysis on Vietnam's crypto regulatory and market trends
- posts_analysed: 1
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 72
- authenticity_basis: engagement_observed
- credibility_score: 87
- flagged_for_review: false
- koinon_bd_grade: A — 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_marginatm#10bbdc6c] 🚨 CONVICTION 2026 CHÍNH THỨC TRỞ LẠI 📍Thời gian: 14–15/08/2026 📍Địa điểm: Thiskyhall Convention Center, TP.HCM Thị trường tài sản số tại Việt Nam đang bước vào một giai đoạn khá đáng chú ý. Trước đây, anh em tham gia thị trường chủ yếu quan tâm chart, dòng tiền, narrative, lis (https://twitter.com/MarginATM/status/1902981199989207257)

## 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=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=77, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 77
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 14
- 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_marginatm
- Request removal: https://koinonlink.com/claim?k=x_marginatm
- Terms: https://koinonlink.com/for-ai