# Donna (@simpsubhswf) on x

- id: koinon:creator:x_simpsubhswf
- url: https://koinonlink.com/kol/x/simpsubhswf
- schema_version: 1.4

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

## Reach
- followers: 2732
- following: 1694
- posts_total: 141718
- posts_observed: 1
- posts_per_day: 22.488
- account_age_days: 6302
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0011
- best_post_interactions: 3
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Political ethics and accountability, Critique of Australian political figures, Anti-racism and anti-bigotry advocacy, Institutional corruption in religion and government
- bio: Intolerant of racism, misogyny, bigotry & cooker conspiracies. Born on Wiradjuri country, live on Dharawal land.

## Audience (inferred)
- status: present
- description: Australian political and social commentary followers, primarily critical of right-wing politics, systemic injustice, and institutional corruption
- roles: general_ai
- seniority: learner
- pain_points: Feeling frustrated by the lack of accountability in political figures and institutions, Struggling to find trustworthy sources that critically analyze mainstream media narratives, Concerned about rising hate speech and discrimination in public discourse, Disillusioned by institutional cover-ups, especially in religious and governmental bodies
- posts_analysed: 8
- 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: 49
- authenticity_basis: engagement_observed
- credibility_score: 49
- 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_simpsubhswf#6fa2a4d3] https://t.co/y9JldiuMEf Worth reading. Love this “Abbott has been blessed with a wonderfully elastic and accommodating conscience”. (https://twitter.com/simpsubhswf/status/2072796297963434414)
- [x_simpsubhswf#8580106f] https://t.co/fVsNwAods5 Yet again Abbott demonstrates his appalling lack of ethics and chronic inability to understand the implications of corrupt behaviour. #ICAC
- [x_simpsubhswf#99ee0a27] Gosh! I wonder why antisemitism has ticked up around the world?
- [x_simpsubhswf#0660119c] This is unbelievably good. Could not put it down. I really felt like I was on that ship. Congratulations @Lisa_Wilkinson @Peter_Fitz https://t.co/nWuu5iHkRd
- [x_simpsubhswf#d39eb119] https://t.co/fCeljWRbm5 I wonder who will have had a gutfull first..Bananaby or Farley?
- [x_simpsubhswf#9d1182b9] https://t.co/ACFbywSc7b The art of the deal indeed 😵‍💫
- [x_simpsubhswf#93381cf2] https://t.co/bmptUhqjbh
- [x_simpsubhswf#21d8053e] https://t.co/JKu1BlikKN Seems the Catholic Church has a remarkable level of blindness when it comes to the criminal activity of its priests and employees. #ICAC

## 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## 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=x_simpsubhswf
- Request removal: https://koinonlink.com/claim?k=x_simpsubhswf
- Terms: https://koinonlink.com/for-ai