# ynnad77 (@dannymarz2017) on x

- id: koinon:creator:x_dannymarz2017
- url: https://koinonlink.com/kol/x/dannymarz2017
- schema_version: 1.4

## Identity
- platform: x
- handle: dannymarz2017
- platform_url: https://twitter.com/dannymarz2017
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2133
- following: 353
- posts_total: 15937
- posts_observed: 2
- posts_per_day: 9.741
- account_age_days: 1636
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00188
- best_post_interactions: 4
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Trump support and praise, Anti-Democrat and anti-Pelosi criticism, Calls to arrest corrupt politicians, Political accountability and anti-corruption, AI appreciation

## Audience (inferred)
- status: present
- description: Right-wing conservative Americans, mainly Trump supporters frustrated with mainstream politics and corruption
- roles: consumer
- seniority: consumer
- pain_points: Politicians escaping accountability for corruption, Perceived rise of socialist policies in elections, Republican party failing to pass key legislation, Misleading claims from Democratic leaders like Biden
- posts_analysed: 7
- 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: 60
- authenticity_basis: engagement_observed
- credibility_score: 60
- 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_dannymarz2017#84d42ec8] Start building weapons!!!! (https://twitter.com/dannymarz2017/status/2070264428402970861)
- [x_dannymarz2017#2bdc3e93] Gotta love AI https://t.co/tMhyGYnj17
- [x_dannymarz2017#a40217b2] Republicans need to get there shit together. The save America act must be passed! If you guys can't see whats happening with communist socialist being elected, then maybe you are not as conservative as you say you are!
- [x_dannymarz2017#ded8080e] Giid Riddence... Another corrupt shit bag walks free! Nancy Pelosi will not seek re-election, ending decades-long House career https://t.co/yxAhApIvqm
- [x_dannymarz2017#e00374e6] Life is good with Trump in charge!
- [x_dannymarz2017#45dba2a1] Claims that President Biden freed 140 hostages are inaccurate. The number 140 was mentioned by Biden in October 2023 when he announced that 14 Americans were confirmed to have been killed in the initial Hamas attack on Israel, not freed.
- [x_dannymarz2017#9e99a2bd] Arrest all politicans tjat are dirty so they know its over! The days of getting foward by who you know should be over! Let them all know it wont happen anymore! Finally let them

## 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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 11
- 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_dannymarz2017
- Request removal: https://koinonlink.com/claim?k=x_dannymarz2017
- Terms: https://koinonlink.com/for-ai