# Talles Finance ⚡️ (@TallesFi) on x

- id: koinon:creator:x_tallesfi
- url: https://koinonlink.com/kol/x/TallesFi
- schema_version: 1.4

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

## Reach
- followers: 3294
- following: 1183
- posts_total: 10088
- posts_observed: 2
- posts_per_day: 3.811
- account_age_days: 2647
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00395
- best_post_interactions: 13
- 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: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Cryptocurrency trading signals, Emerging market macroeconomic analysis, Speculative investment strategies, Market sentiment and technical patterns, Asset rotation between altcoins, Dollar-cost averaging (DCA) in volatile markets
- bio: Explorando o mundo financeiro desde 2018 ⏳
Economia, Investimentos e Liberdade! Plan ₿
Compartilho apenas o que Estudo e Faço (SKIN IN THE GAME)

## Audience (inferred)
- status: present
- description: Brazilian retail investors and crypto enthusiasts focused on speculative trading and macroeconomic trends in emerging markets
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to identify genuine investment opportunities amid market noise and misleading narratives, Frustrated by lack of clear, actionable signals in volatile crypto and stock markets, Overwhelmed by conflicting opinions on asset performance and timing, Anxious about missing out on potential gains without a reliable strategy
- posts_analysed: 8
- 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: 67
- authenticity_basis: engagement_observed
- credibility_score: 67
- 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_tallesfi#75e5c32b] Terceira vez que vejo coisas assim sobre a Uber… (https://twitter.com/TallesFi/status/1995473174884946239)
- [x_tallesfi#733cc1a7] Utilidade pública
- [x_tallesfi#77f4f40d] Ensaiando uma queda de 20-25% https://t.co/VxY981Jek2
- [x_tallesfi#794c74ea] Isso tá fedendo
- [x_tallesfi#00fd328b] Troque PLUME por ONDO e seja feliz...
- [x_tallesfi#7107c2b7] O agro é pop!!!
- [x_tallesfi#0aed22e2] Mais uns 90 110 dias… mas nao aguardem, DCA https://t.co/6Xfifptvw8
- [x_tallesfi#fdb0896e] Corroborando o texto anterior

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