# Hang (@hangszn) on x

- id: koinon:creator:x_hangszn
- url: https://koinonlink.com/kol/x/hangszn
- schema_version: 1.4

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

## Reach
- followers: 3033
- following: 709
- posts_total: 8806
- posts_observed: 1
- posts_per_day: 25.976
- account_age_days: 339
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00033
- best_post_interactions: 1
- 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: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Roobet老虎机中奖, 大额奖金反应视频, 在线赌场推广, 博彩赢家故事
- bio: not impersonating | dm for promo | @roobet

## Audience (inferred)
- status: present
- description: Online casino players and Roobet users, primarily focused on big wins and engaging slot reaction videos
- roles: consumer
- seniority: consumer
- pain_points: Chasing big prizes but consistently losing money, Seeking trustworthy online casino platforms, Wanting to see authentic high-stakes wins but finding scarce content, Struggling to verify the authenticity of gambling promotions
- posts_analysed: 8
- confidence: 0.4

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

## Quality signals
- authenticity_score: 53
- authenticity_basis: engagement_observed
- credibility_score: 53
- flagged_for_review: false
- koinon_bd_grade: B — 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_hangszn#082bcdf2] Another unreal hit on @Roobet for Xposed 😂🔥 Too easy right now. (https://twitter.com/hangszn/status/2070283371281060279)
- [x_hangszn#b35c81dd] Yassuo was pumped after banking $68K on @Roobet 🔥👊 https://t.co/G9uSj4iNyV
- [x_hangszn#83c36daa] This one is looking solid 🔒📈
- [x_hangszn#443e545c] Xposed's reaction after winning $434K on @Roobet says it all 😭🔥 https://t.co/AMxLHs9T0V
- [x_hangszn#9f01cd80] Anything is possible if Shohei Ohtani is on your team 😇
- [x_hangszn#3fa91b32] Xposed's reaction after hitting $808K on @Roobet says it all. 😭🔥 https://t.co/8o9PYJdkLZ
- [x_hangszn#34915da8] One spin just made bro insanely rich. 😳
- [x_hangszn#212ea383] Luck hits different on @Roobet. 🎰🔥

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=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=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=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: 78
- audience_updated_days_ago: 78

## 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_hangszn
- Request removal: https://koinonlink.com/claim?k=x_hangszn
- Terms: https://koinonlink.com/for-ai