# Public Accountability (@publicaccountability) on tiktok

- id: koinon:creator:tiktok_publicaccountability
- url: https://koinonlink.com/kol/tiktok/publicaccountability
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: publicaccountability
- platform_url: https://www.tiktok.com/@publicaccountability
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12808
- following: 2637
- posts_total: 90
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Police accountability in Scotland, Child protection and abuse cases, Local government and public service transparency, Glasgow community activism, Incidents involving police and emergency services, Public safety and emergency response in Scotland
- bio: #Scotland🏴󠁧󠁢󠁳󠁣󠁴󠁿 
#ChildProtection🏴󠁧󠁢󠁳󠁣󠁴󠁿 
#CamerasRolling🎥
#Transparency is mandatory
#Accountability in Office

## Audience (inferred)
- status: present
- description: Local activists and concerned citizens in Scotland, especially in Glasgow and surrounding areas, focused on police accountability, child protection, and government transparency
- roles: general_ai
- seniority: practitioner
- pain_points: Lack of transparency in local law enforcement actions, Fear of systemic corruption within police and public services, Difficulty accessing verified information about local incidents, Distrust in official narratives around public safety events
- posts_analysed: 40
- confidence: 0.75

## 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: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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_publicaccountability#0c128fea] #glasgow #policecorruption #policescotland #acab #glesga (https://www.tiktok.com/@publicaccountability)
- [tiktok_publicaccountability#6e794e5d] You Already Lost Here
- [tiktok_publicaccountability#384301c6] It is a becoming a big trend on TikTok now! Click here: glasgow
- [tiktok_publicaccountability#26ffb0be] Check out Public Accountability’s video! #TikTok >
- [tiktok_publicaccountability#6b7e645e] Search:
- [tiktok_publicaccountability#5b2a8399] gerry rowatt glasgow
- [tiktok_publicaccountability#6a3b3f39] #injustice #everywhere #scotland #unitedkingdom
- [tiktok_publicaccountability#4271eb8a] Valor

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=8, 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=0, 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=8, 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=8, method=platform_profile

## Freshness
- profile_checked_days_ago: 8
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_publicaccountability
- Request removal: https://koinonlink.com/claim?k=tiktok_publicaccountability
- Terms: https://koinonlink.com/for-ai