# Jade Walters (@theninthsemester) on tiktok

- id: koinon:creator:tiktok_theninthsemester
- url: https://koinonlink.com/kol/tiktok/theninthsemester
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: theninthsemester
- platform_url: https://www.tiktok.com/@theninthsemester
- website: https://theninthsemester.komi.io
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 97032
- following: 386
- posts_observed: 1
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: early-career job boards and recruiting seasons, LinkedIn personal branding tips, micro-internships and skill-building programs, post-grad life navigation and burnout, creator career self-investment
- bio: 🧠👩🏾‍💻🍀💸🎤🇧🇧🎨
the diary of ms make it happen
career, life, tech, fits, travel | nyc + chicago
💌 business only: [contact removed]
↓ links + favs for you ↓

## Audience (inferred)
- status: present
- description: students, recent graduates and early-career professionals (mostly STEM) actively job-hunting and building their first roles
- roles: none
- seniority: learner
- pain_points: uncertainty mapping out career paths after graduation, struggling to find paid entry-level roles and internships without prior experience, burnout and stress from early-career pressure, not knowing what to post on LinkedIn to grow visibility
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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
- [tiktok_theninthsemester#890c2ef4] welcome to your ninth semester ™ - the one they didn’t warn you about 😅 Navigating your early career and post grad life can be messy, confusing, and stressful but you don’t have to do it alone - let’s do it together.  👩🏾‍🏫I’m Jade Walters, an early career educator who has spe (https://www.tiktok.com/@theninthsemester)
- [tiktok_theninthsemester#359ba6df] original sound - theninthsemester
- [tiktok_theninthsemester#621f8751] It is a becoming a big trend on TikTok now! Click here: earlycareer
- [tiktok_theninthsemester#b72265d6] Check out Jade Walters’s video! #TikTok >
- [tiktok_theninthsemester#513221d5] Anyone els

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=54, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

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