# TacticzHazel (@TacticzH) on x

- id: koinon:creator:x_tacticzh
- url: https://koinonlink.com/kol/x/TacticzH
- schema_version: 1.4

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

## Reach
- followers: 38594
- following: 320
- posts_total: 17864
- posts_observed: 24
- posts_per_day: 10.356
- account_age_days: 1725
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00668
- best_post_interactions: 258
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Fundamental stock analysis, Long-term investing strategies, Earnings timing and corporate disclosure practices, Investor transparency and performance sharing
- bio: Long-Term Investor | Focus on Quality Fundamental Analyses and Insights | Join 4500+ readers: https://t.co/XZyrRNCFMg |  https://t.co/hbCC9qnITA

## Audience (inferred)
- status: present
- description: Long-term investors focused on fundamental analysis, primarily retail investors tracking stock performance and earnings disclosures
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find reliable long-term investment performance data from other investors, Confused by unusual corporate actions like early earnings reports without clear explanations, Frustrated by lack of transparency in public investment results over 5-10 year periods
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- 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_tacticzh#b3e32518] How long have you been investing for? My guess: we will see a lot between 0-5 years. (https://twitter.com/TacticzH)
- [x_tacticzh#301cf6ee] Just when you think this shit can't go any lower. $TTD https://t.co/B7lD1Bg2uC
- [x_tacticzh#dd07704d] I see almost no one posting their returns over the past 5 years, let alone the last 10. Either they weren't around, or they don’t want you to know. The vast majority of ‘‘performance’’ porn in the Finance space dates back to 2024 or the tariff dip in 2025. What a coincidence. Per
- [x_tacticzh#b2b1791c] I've been doing some digging as to why $NVO keeps reporting earnings early. I just did not understand why. Turns out, it's actually European law, the EU Market Abuse Regulation (MAR). This requires companies to disclose inside information "as soon as possible." So when $NVO signs

## 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=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: 20

## AI retrieval
- indexing_requests: 10
- 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_tacticzh
- Request removal: https://koinonlink.com/claim?k=x_tacticzh
- Terms: https://koinonlink.com/for-ai