# Study with Min (@studieswmin) on tiktok

- id: koinon:creator:tiktok_studieswmin
- url: https://koinonlink.com/kol/tiktok/studieswmin
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: studieswmin
- platform_url: https://www.tiktok.com/@studieswmin
- website: https://www.instagram.com/studieswmin?igsh=MXhkZHdyMXh3Nm9hZw%3D%3D&utm_source=qr
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2494
- following: 58
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: mindset
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: study with me日常, 学习动力与心态, 语言学习打卡, AI辅助学习工具, 作息与自律
- bio: Authentic study vlogs ☕️
Instagram / Youtube: studieswmin
🦢Daily routines @My20m2 
💌Collab: [contact removed]

## Audience (inferred)
- status: present
- description: students and self-learners, especially language learners, exam prep students, and young learners who enjoy 'study with me' style content
- roles: none
- seniority: learner
- pain_points: struggle with motivation and easily procrastinate, feel lonely or anxious when studying alone, don’t know how to create clear, actionable study plans, get stuck when working on essays or tackling large amounts of material
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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
- [tiktok_studieswmin#35d619c0] D13/100 ✨ One More Session Before Bed 자기 전에 조금만 더 공부해요. The day isn’t over yet. Before I go to bed, I’m giving myself one more quiet study session. It doesn’t have to be perfect—it just has to happen. Every little bit counts. 🌙📚 #StudyWithMe #StudyMotivation #StudyTimelapse #St (https://www.tiktok.com/@studieswmin)
- [tiktok_studieswmin#c8edfb9e] original sound - sldancesl
- [tiktok_studieswmin#97dcb5d7] Who says studying can't be fun? Hit the books with us and share your study routine, best study tips or exam advice!
- [tiktok_studieswmin#cebf9817] It is a becoming a big trend on TikTok now! Click here: studywithme
- [tiktok_studieswmin#5ff486b1] Check out Study with Min’s video! #TikTok >
- [tiktok_studieswmin#bce06414] Search

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=62, 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=0.25, freshness_days=62, 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=62, 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=62, method=platform_profile

## Freshness
- profile_checked_days_ago: 62
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 10
- 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=tiktok_studieswmin
- Request removal: https://koinonlink.com/claim?k=tiktok_studieswmin
- Terms: https://koinonlink.com/for-ai