# Quociente Cultural® 🎒 (@qcCultural) on x

- id: koinon:creator:x_qccultural
- url: https://koinonlink.com/kol/x/qcCultural
- schema_version: 1.4

## Identity
- platform: x
- handle: qcCultural
- platform_url: https://twitter.com/qcCultural
- website: https://x.com/supporttoSaif
- country: Portugal
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 142814
- following: 43925
- posts_total: 412210
- posts_observed: 9
- posts_per_day: 62.089
- account_age_days: 6639
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00007
- best_post_interactions: 10
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: geopolitics, football/Messi, international conflicts
- bio: Global Citizen, a person.
Writing, witnessing, remembering.
Saif Gaddafi.
3×3=3

## Audience (inferred)
- status: present
- description: Portuguese-speaking general audience interested in geopolitics (Middle East/North Africa) and football/Messi
- roles: none
- seniority: consumer
- 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: 45
- authenticity_basis: engagement_observed
- credibility_score: 80
- 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_qccultural#92822ebf] In mood for move on ... https://t.co/AI2RLw76lO (https://twitter.com/qcCultural/status/2069704433416466532)
- [x_qccultural#9fa1db90] Efeitos do excesso de consumo de carne de burro
- [x_qccultural#650835c7] "Spain made everything so difficult for us." _ Messi 🤭
- [x_qccultural#0dddc0cb] Alguém viu onde estão as 🗝️🗝️? https://t.co/sPj0HKPltn
- [x_qccultural#94f9d71c] Israel🇮🇱 ataca base Espanha 🇪🇸 no Líbano 🇱🇧 29 de julho https://t.co/Ya5Txf4OOh
- [x_qccultural#ece0aaf9] Marrocos🇲🇦 ataca Espanha 🇪🇸 - humanos como massa de manobra geopolítica. Israel🇮🇱, Trump🇺🇸 e o Rei de Marrocos que vive em Paris. Gasoduto argelino🇩🇿 que abastece Espanha deixou de passar por Marrocos. EU🇪🇺 segue agenda de Israel e ataca Pedro Sanchez. 👇Mandatorio #C
- [x_qccultural#4d5fc968] Os fãs do Messi não se aguentam. São quase todos portugueses pequenos, pelintras e professores.
- [x_qccultural#ccfcfce9] 📍 Mandatory. Pls ready it all and support UEFA.

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=77, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 12
- 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_qccultural
- Request removal: https://koinonlink.com/claim?k=x_qccultural
- Terms: https://koinonlink.com/for-ai