# Yazan | Engineering Major (@yazanazidan) on tiktok

- id: koinon:creator:tiktok_yazanazidan
- url: https://koinonlink.com/kol/tiktok/yazanazidan
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: yazanazidan
- platform_url: https://www.tiktok.com/@yazanazidan
- website: https://www.crameleon.com/mymajor
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 16406
- following: 197
- posts_observed: 8
- verified: false
- size_tier: koc

## 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: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: electrical and computer engineering comparisons, engineering study tips and methods, student life and relatable struggles in engineering, major selection and career considerations, tools and daily life for engineering students
- bio: EE @ Queen's · helping you pick your engineering major
Get insights on ANY major you want at MyMajor 👇👇

## Audience (inferred)
- status: present
- description: Engineering students, mainly electrical/computer/mechanical majors or high schoolers considering engineering degrees
- roles: none
- seniority: learner
- pain_points: choosing between similar engineering majors like electrical vs computer vs mechanical, finding effective study methods and tools for rigorous engineering coursework, deciding on laptops or equipment suitable for engineering students, understanding job prospects, field sizes, and internship opportunities
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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_yazanazidan#6aaab8fa] Replying to @Movie World #mechatronics (https://www.tiktok.com/@yazanazidan)
- [tiktok_yazanazidan#243e3817] original sound - yazanazidan
- [tiktok_yazanazidan#c4911c41] It is a becoming a big trend on TikTok now! Click here: mechatronics
- [tiktok_yazanazidan#b76827d3] Check out Yazan | Engineering Major’s video! #TikTok >
- [tiktok_yazanazidan#6b7e645e] Search:
- [tiktok_yazanazidan#1d3024a0] signals and systems
- [tiktok_yazanazidan#fecd1641] life hack #engineering#StudyTips
- [tiktok_yazanazidan#66c47411] original sound - jojo.aitools

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=60, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 6
- 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_yazanazidan
- Request removal: https://koinonlink.com/claim?k=tiktok_yazanazidan
- Terms: https://koinonlink.com/for-ai