# Nguyễn Hoàng Khang | Waywalker (@khangfreedom) on x

- id: koinon:creator:x_khangfreedom
- url: https://koinonlink.com/kol/x/khangfreedom
- schema_version: 1.4

## Identity
- platform: x
- handle: khangfreedom
- platform_url: https://twitter.com/khangfreedom
- website: https://s.shopee.vn/8UyVQAwoWp
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1813
- following: 1344
- posts_total: 1568
- posts_observed: 1
- posts_per_day: 2.622
- account_age_days: 598
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04468
- best_post_interactions: 81
- 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: lifestyle
- subcategory: parenting
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: real family life in HCMC, parenting with a partner, everyday parenting challenges, authentic product reviews for babies and home use, stay-at-home dad experiences
- bio: Mình là Khang, Bố bỉm sữa 👨‍🍼
Chăm con – làm nội dung – kiếm tiền online
Chia sẻ đồ dùng thật & trải nghiệm thật

## Audience (inferred)
- status: present
- description: new parents in Ho Chi Minh City, especially stay-at-home dads or parenting influencers who focus on real-life family experiences and affordable baby products
- roles: consumer
- seniority: consumer
- pain_points: Struggling to balance parenting with personal time and self-care, Finding trustworthy, real-life product recommendations for babies and daily essentials, Feeling isolated or overwhelmed as a stay-at-home parent
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: engagement_observed
- credibility_score: 50
- 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_khangfreedom#df977606] Lần đầu được ngắm SG từ tầng 81. Về đêm SG rất đẹp https://t.co/Wq8qFMfNfV (https://twitter.com/khangfreedom/status/2060297178460131746)
- [x_khangfreedom#9ae39af7] Cuộc sống của gia đình nhỏ 3 người ở Sài Gòn đơn giản vậy thôi. ❤️ Những lúc vợ đang dạy makeup cá nhân hoặc trang điểm cho khách, Khang sẽ nhận nhiệm vụ chơi cùng Chip, đưa Chip đi dạo, khám phá thế giới xung quanh. Còn những lúc Khang ngồi gói hàng, ship hàng, quay video tiếp t

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=80, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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