# Leonardo Dias (@leonardodias) on x

- id: koinon:creator:x_leonardodias
- url: https://koinonlink.com/kol/x/leonardodias
- schema_version: 1.4

## Identity
- platform: x
- handle: leonardodias
- platform_url: https://twitter.com/leonardodias
- website: https://arvor.co/pt/bio
- country: Portugal
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 53099
- following: 5342
- posts_total: 35369
- posts_observed: 7
- posts_per_day: 5.231
- account_age_days: 6761
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00105
- best_post_interactions: 56
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Brazilian politics and elections, Criticism of Lula and left-wing figures, Right-wing candidates and strategies, Current events and news analysis
- bio: AI, Culture and Politics. Founder @arvor_ia. ∴⛪️⚔️🥋. Host Rádio Café. Autor do livro 100 Axiomas para a vida: https://t.co/MDWWYSrcY5

## Audience (inferred)
- status: present
- description: Brazilian right-leaning political enthusiasts and ordinary consumers following anti-Lula commentary and election news
- roles: none
- seniority: consumer
- pain_points: Feeling deceived by political maneuvers and fake candidacies, Uncertainty around government actions and electoral outcomes, Concerns over health-related experiments and their societal effects
- posts_analysed: 5
- 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: 94
- authenticity_basis: engagement_observed
- credibility_score: 94
- 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_leonardodias#77248582] RÁDIO CAFÉ #635: Buzzi perde cargo no STJ, INSS cerca Lula e ciclone põe São Paulo em alerta https://t.co/Y9Vr91DSdS (https://twitter.com/leonardodias)
- [x_leonardodias#fba30452] Hoje os temas são dos mais diversos, mas o mais relevante é o efeito Gasparzinho, o fantasminha camarada que está assustando a esquerda e a terceira via. Assista e compartilhe! https://t.co/2K2gOJNBmK https://t.co/DDADEqKuQy
- [x_leonardodias#0cb3528d] Um passarinho me contou que está rolando desespero nos campos de alfazema e caiadidaturas podem girar, se é que vocês me entendem. Brincadeira, é só wishful thinking mesmo...
- [x_leonardodias#905627a0] A caiadidatura foi criada apenas para iludir eleitores de direita e aumentar os votos lulos e lulas no segundo turno. Com apoio direto ao Lula, ou com "neutralulidade". Por isso volto a repetir: voto útil em Flávio Bolsonaro no primeiro turno. Voto na terceira via é voto lulo. Nã
- [x_leonardodias#ad6a44ed] Experimentos injetáveis nos últimos anos causaram mais danos ou mais curas

## 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: 9
- 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_leonardodias
- Request removal: https://koinonlink.com/claim?k=x_leonardodias
- Terms: https://koinonlink.com/for-ai