# Mental Hedge | Neurociência do investimento 🇧🇷 (@mentalhedgebr) on x

- id: koinon:creator:x_mentalhedgebr
- url: https://koinonlink.com/kol/x/mentalhedgebr
- schema_version: 1.4

## Identity
- platform: x
- handle: mentalhedgebr
- platform_url: https://twitter.com/mentalhedgebr
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6564
- following: 105
- posts_total: 8057
- posts_observed: 2
- posts_per_day: 6.534
- account_age_days: 1233
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00564
- best_post_interactions: 37
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Behavioral finance in investing, Macroeconomic cycles and market psychology, Crypto market timing and sentiment analysis, Investor psychology and emotional decision-making, Speculative bubbles in cryptocurrency markets
- bio: Neurocientista especialista em ciclos macroeconomicos, comportamento e psicologia do investidor desde 2001. Guiando no fim do blowoff, e um novo crash 1929...

## Audience (inferred)
- status: present
- description: Investors and finance professionals interested in behavioral finance, macroeconomic cycles, and crypto market psychology, mainly in Brazil
- roles: ads
- seniority: practitioner
- pain_points: Struggling to time market entries due to emotional decision-making, Confused by sudden market shifts and speculative bubbles in crypto, Having difficulty distinguishing between real fundamentals and hype in altcoins
- 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: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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_mentalhedgebr#ccec3643] Sim: TradFi>Btc>Eth>Alts Ou seja, ainda tem TradFi antes. Apesar de parecer ter ficado para trás o fundo de curto prazo, sigo desconfiado, tanto que não abri nenhuma operação e sigo em caixa ainda. Mas creio que quando engatar a perna, essa última pernada deve ser forte. E então  (https://twitter.com/mentalhedgebr/status/2050913474478305739)
- [x_mentalhedgebr#e2a6ce29] Mineradoras assanham e tomam paulada, divertido de ver. Meninas, meninas... se comportem.
- [x_mentalhedgebr#62a6e0f0] Então eram ferias escolares dos ETs mesmo. Voltaram pra fazer um racha na lua. https://t.co/NSzGwQyHAK
- [x_mentalhedgebr#2692504e] “Pechincha”, cada uma.
- [x_mentalhedgebr#6cb56f0c] Já reparou que quem pergunta QUANDO é porque o comprou na hora errada ou comprou a quantidade errada? Pra quem está fora esperando a hora certa, de acordo com os própr

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 77
- audience_updated_days_ago: 20

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