# HOOPER (@hooper) on threads

- id: koinon:creator:threads_hooper
- url: https://koinonlink.com/kol/threads/hooper
- schema_version: 1.4

## Identity
- platform: threads
- handle: hooper
- platform_url: https://www.threads.net/@hooper
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 177447
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00004
- best_post_interactions: 7
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: sports
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: NBA球员合同, 伤病与复出, 自由市场签约, 球队交易动态
- bio: 📲 Everything you need to see in basketball culture.

## Audience (inferred)
- status: present
- description: NBA fans and basketball culture enthusiasts who follow player contracts, trades, and injury updates
- roles: consumer
- seniority: consumer
- pain_points: Missing the latest news on NBA player contracts and free agency, Unable to stay updated on injury recoveries and trade rumors, Lacking reliable sources for team signing and extension details
- posts_analysed: 5
- 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: 52
- authenticity_basis: engagement_observed
- credibility_score: 87
- 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
- [threads_hooper#3f2d6845] The Mavericks have been hesitant to buy out Klay Thompson due to the strong interest from the Lakers and Heat. H/t Jake Fischer (https://www.threads.com/@hooper/post/DaLDiZDGzqC)
- [threads_hooper#0b6cc648] Nikola Jokic will be eligible to sign a five-year, $359.5 million contract by waiting until next summer as a free agent 👀 That contract would be the LARGEST in NBA history and would propel his career on-court earnings to $724 million. H/t Bobby Marks
- [threads_hooper#541ee5f8] Kyrie Irving is expected to make a comeback this October after being sidelined for 19 months due to a torn ACL. H/t Christain Clark
- [threads_hooper#38165188] Naji Marshall has signed a three-year, $52.2 million contract extension with the Mavs. The fully guaranteed deal takes Marshall through the 2029-30 season in Dallas. H/t Shams
- [threads_hooper#a2f87596] Jeremy Sochan has agreed to a one-year deal to sign with the Portland TrailBlazers. Sochan — who has averaged 9.9 points, 5.4 rebounds and 2.5 assists entering his fifth NBA season — finished 2025-26 on

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=115, 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=78, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 8
- 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=threads_hooper
- Request removal: https://koinonlink.com/claim?k=threads_hooper
- Terms: https://koinonlink.com/for-ai