# Dr Monique Ryan MP (@mon4kooyong) on threads

- id: koinon:creator:threads_mon4kooyong
- url: https://koinonlink.com/kol/threads/mon4kooyong
- schema_version: 1.4

## Identity
- platform: threads
- handle: mon4kooyong
- platform_url: https://www.threads.net/@mon4kooyong
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 27903
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00512
- best_post_interactions: 143
- 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: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Australian housing affordability, Oil and gas corporate profits, AI regulation and child protection
- bio: Independent Member for Kooyong.
Authorised by M. Ryan 145 Camberwell Rd, Hawthorn East, 3123

## Audience (inferred)
- status: present
- description: Australian voters and residents interested in progressive political issues, particularly in the Kooyong electorate
- roles: none
- seniority: consumer
- pain_points: Unaffordable housing prices blocking first home buyers, Excessive profits by multinational oil and gas companies, Potential harms of unregulated AI on children
- posts_analysed: 3
- 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: 86
- authenticity_basis: engagement_observed
- credibility_score: 86
- 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_mon4kooyong#eda572dc] Housing in Australia has become increasingly unaffordable for a long time, especially for first home buyers. News that high home prices are showing signs of easing, particularly in Melbourne and Sydney, is most welcome for young people who have lived with cost-of-living pressure  (https://www.threads.com/@mon4kooyong/post/DZ4TUcMD8Px)
- [threads_mon4kooyong#f869cd7d] Oil and gas companies are making such obscene superprofits that even Donald Trump thinks they should share them. Multinational oil giants like Shell, BP, and Saudi Aramco raking in massive wartime windfalls - and Woodside has announced an extra $6 billion in revenue in just three
- [threads_mon4kooyong#896c616d] The AI genie is out of the box, and we have to protect our kids from its potential harms. A new

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=122, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 67

## 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=threads_mon4kooyong
- Request removal: https://koinonlink.com/claim?k=threads_mon4kooyong
- Terms: https://koinonlink.com/for-ai