# 𝐒𝐰𝐚𝐫𝐧𝐚𝐥𝐢 𝐊𝐚𝐫 🧿 (@_swann_diary) on threads

- id: koinon:creator:threads__swann_diary
- url: https://koinonlink.com/kol/threads/_swann_diary
- schema_version: 1.4

## Identity
- platform: threads
- handle: _swann_diary
- platform_url: https://www.threads.net/@_swann_diary
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 14437
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03456
- best_post_interactions: 499
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: beauty
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Beauty, Fashion, Selfcare, Travel, Personal lifestyle
- bio: 🔹 𝓑𝓮𝓪𝓾𝓽𝔂 💟🔹𝓕𝓪𝓼𝓱𝓲𝓸𝓷🧿🌸🔹𝓣𝓻𝓪𝓿𝓮𝓵 🎶🎧🏖🗻🏝️🌆
selfcare threads for u ♥️
be your own kind of beautiful 😍🤍
📍𝐊𝐨𝐥𝐤𝐚𝐭𝐚 | 𝐤𝐚𝐧𝐜𝐡𝐚𝐫𝐚𝐩𝐚𝐫𝐚

## Audience (inferred)
- status: present
- description: Young female consumers, especially everyday users from the Bengal region of India interested in beauty, fashion, and selfie-centric lifestyles
- roles: consumer
- seniority: consumer
- pain_points: Lack of everyday outfit and makeup inspiration, Difficulty finding relatable selfie and lifestyle content, Need for easy, accessible self-care content
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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
- [threads__swann_diary#cd012088] Sacchiii💅 (https://www.threads.com/@_swann_diary/post/C6wHUXIpLVR)
- [threads__swann_diary#c769e9d6] প্রিয়তমা 🌻
- [threads__swann_diary#e495695a] লাঁলটিপ আর ?
- [threads__swann_diary#1b4c8792] Blue suits me right?👀
- [threads__swann_diary#1657c942] Best 2hours of my day🌝
- [threads__swann_diary#01ca86a2] Chal haatt!!🫪
- [threads__swann_diary#68c07fa0] 📈⏳🙆🏻‍♀️
- [threads__swann_diary#015b55f1] umar qaidi bnale 🧎🏻‍♀️🖇️ #fyp #explore #bengali #song [ explore, desi core, viral, trending, relatable quote ]

## 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=122, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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