# Tyler Davis (@TDavisAAS) on x

- id: koinon:creator:x_tdavisaas
- url: https://koinonlink.com/kol/x/TDavisAAS
- schema_version: 1.4

## Identity
- platform: x
- handle: TDavisAAS
- platform_url: https://twitter.com/TDavisAAS
- website: https://www.statesman.com/sports
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1929
- following: 1760
- posts_total: 59797
- posts_observed: 1
- posts_per_day: 12.815
- account_age_days: 4666
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: sports
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: MLB team ownership and financial practices, Salary cap effectiveness in sports, Player performance metrics and their real-world impact, Media narratives around dominant sports franchises, Fan behavior and loyalty in professional sports, Baseball analytics and team strategy
- bio: Just my interpretation of the situation. @statesman⬅️@dallasnews. @NABJ. @dailyegyptian. Bylines @freep, @DMRegister, @ChicagoTribune, @SportingNews, @pjstar

## Audience (inferred)
- status: present
- description: Baseball fans and sports analysts, particularly those following MLB team dynamics, ownership behavior, and league economics
- roles: general_ai
- seniority: practitioner
- pain_points: Frustration with MLB team ownership practices that prioritize profit over competitive fairness, Disillusionment with the effectiveness of salary caps in improving team performance, Skepticism toward media narratives that glorify dominant teams like the Dodgers, Confusion about how player performance metrics (like OPS, ERA) translate to real team success
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_tdavisaas#8d2c8d7b] Fans think the players are gonna pass up playing for the best-run organization in MLB and living in LA to play in the Midwest for owners who would gouge out their own eyes before paying market rate (https://twitter.com/TDavisAAS/status/2069792562055913690)
- [x_tdavisaas#21dceefb] Shoot you take out the flukey Mets double headed and that’s like a .550 OPS and a a third few RBIs 😂😂
- [x_tdavisaas#b160c455] “None of these savings will be passed on to you, and a salary cap does not guarantee your team has a better chance to win. It only guarantees the owners will save money.” https://t.co/I9lj70tO7b
- [x_tdavisaas#34c6a7e7] Lmao they lengths they're going to make the Dodgers into the evil empire and these fans just eat it up. American sports fans, man. Proud rubes.
- [x_tdavisaas#89783335] I hear a salary cap will fix disaster franchises who can't develop cores made of top-10 draft picks, or something.
- [x_tdavisaas#e775b6ec] Called it. No Peralta, no Skubal but some guy with a low-4s ERA from Angles. Should be an improvement on what they got, ig
- [x_tdavisaas#597e1c4d] I admit

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=120, 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=0.25, freshness_days=80, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 80
- 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_tdavisaas
- Request removal: https://koinonlink.com/claim?k=x_tdavisaas
- Terms: https://koinonlink.com/for-ai