# Nichol Brooke (@IndianaHoneyBee) on x

- id: koinon:creator:x_indianahoneybee
- url: https://koinonlink.com/kol/x/IndianaHoneyBee
- schema_version: 1.4

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

## Reach
- followers: 1463
- following: 835
- posts_total: 27448
- posts_observed: 7
- posts_per_day: 5.411
- account_age_days: 5073
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00068
- best_post_interactions: 1
- 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: 0.7
- category_source: derived_from_recent_content
- topics: Neurodiversity and self-acceptance, Critique of academic elitism, Political loyalty and national pride, Anti-establishment sentiment, Urban politics and public figures
- bio: I'm sweet as honey just don't fuck with me. I have a stinger and I don't fear death 🐝

## Audience (inferred)
- status: present
- description: American political and cultural commentators, primarily conservative-leaning individuals interested in social issues, neurodiversity advocacy, and anti-establishment rhetoric
- roles: general_ai
- seniority: practitioner
- pain_points: Feeling dismissed or misunderstood due to neurodivergent traits, Frustration with perceived intellectual elitism in academia, Disillusionment with mainstream political leadership, Distrust toward urban political figures and institutions
- posts_analysed: 5
- 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: 55
- authenticity_basis: engagement_observed
- credibility_score: 55
- 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_indianahoneybee#2386093e] RIP Toby Keith! This is a banger 🔥 Thanks for the good time homie. Who doesn't like a good party? https://t.co/T2yiuL9Xk6 (https://twitter.com/IndianaHoneyBee/status/2067137701199908936)
- [x_indianahoneybee#7da00c5e] If you are neurodivergent, be proud of it. It means you think on another level. CPSTD may have been a curse but what I have found is that it is a blessing in the end. It brings you sight. And when you can see, you cannot unsee. You have sight that most can only dream of. Enjoy it
- [x_indianahoneybee#c04a261a] This just shows how moronic scholars are. They think learning things from books makes them smart. Yet they have no wisdom. Give me a fucking break. You're imbeciles. https://t.co/LaX4Y5LObO
- [x_indianahoneybee#d5eede2c] Thank you @POTUS We are eternally grateful to you. You have no idea how much respect we have for you and your leadership. https://t.co/1sTVw5myNR
- [x_indianahoneybee#9c6d235c] I'm just sayin, @NYCMayor is a repulsive human being and should either be put in prison or deported immediately. https://t.co/9t

## 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=0.5, 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_indianahoneybee
- Request removal: https://koinonlink.com/claim?k=x_indianahoneybee
- Terms: https://koinonlink.com/for-ai