# Ecio Costa (@eciocosta) on x

- id: koinon:creator:x_eciocosta
- url: https://koinonlink.com/kol/x/eciocosta
- schema_version: 1.4

## Identity
- platform: x
- handle: eciocosta
- platform_url: https://twitter.com/eciocosta
- website: https://linktr.ee/eciocosta
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15533
- following: 482
- posts_total: 31366
- posts_observed: 1
- posts_per_day: 5.126
- account_age_days: 6119
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00019
- best_post_interactions: 3
- 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: finance
- subcategory: investing
- category_confidence: 0.96
- category_source: derived_from_recent_content
- topics: 公共财政赤字, 利率政策与Selic税率, Copom货币政策决策, 政府支出与债务陷阱
- bio: 👨‍🏫 Professor de Economia na UFPE 
📊 Consultor na CEDES 
📰Colunista @jc_pe @radiojornalpe
🎙️Palestrante 
📈Conselheiro de Empresas 
🎾Tenista

## Audience (inferred)
- status: present
- description: Brazilian macroeconomic and public fiscal policy enthusiasts, primarily economics students, corporate consultants, and business professionals interested in interest rate policies
- roles: none
- seniority: learner
- pain_points: Understanding the real-world impact of public account deficits, Analyzing how central bank interest rate decisions affect the economy, Identifying common misconceptions in fiscal policy
- posts_analysed: 2
- confidence: 0.4

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

## Quality signals
- authenticity_score: 68
- authenticity_basis: engagement_observed
- credibility_score: 83
- 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_eciocosta#323d99a8] Não se engane, existe sim déficit nas contas públicas. Entenda o déficit público e a armadilha dos juros. 🗣️ Se você gastar mais do que ganha todos os meses, precisará pegar dinheiro emprestado no banco. O banco, percebendo que você não consegue equilibrar suas próprias contas,  (https://twitter.com/eciocosta/status/2071316410869952684)
- [x_eciocosta#f5617346] Copom Reduz a Taxa Selic para 14%. Decisão Acertada? 🗣️ O Comitê de Política Monetária do Banco Central (Copom) optou por reduzir a Taxa Selic em 0,25 ponto percentual para 14% ao ano, sinalizando que o cenário externo ainda permanece incerto por conta da indefinição do conflito

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 13
- 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_eciocosta
- Request removal: https://koinonlink.com/claim?k=x_eciocosta
- Terms: https://koinonlink.com/for-ai