# Jean (@queens_parents) on x

- id: koinon:creator:x_queens_parents
- url: https://koinonlink.com/kol/x/queens_parents
- schema_version: 1.4

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

## Reach
- followers: 4514
- following: 4920
- posts_total: 42920
- posts_observed: 4
- posts_per_day: 19.742
- account_age_days: 2174
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00465
- best_post_interactions: 21
- 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: software
- category_confidence: 0.3
- category_source: derived_from_discovery_path
- topics: NYC politics and Mamdani criticism, DSA socialism vs mainstream Democrats, Taxes and business competition, COVID recovery data and inequality, Local government accountability
- bio: Mom | moderate | AWA | Opinions are my own, RT's ≠ endorsements

## Audience (inferred)
- status: present
- description: Moderate New York parents and voters wary of DSA influence in local Democratic politics
- roles: none
- seniority: consumer
- pain_points: Taxes being used to subsidize government-backed competitors that hurt private businesses, Radical DSA policies gaining traction within the Democratic Party, K-shaped economic recovery outcomes being downplayed or hidden, Quick endorsements of socialist candidates by party leaders
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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_queens_parents#a0955530] They do this to further bury the evidence on the K-shaped covid recovery outcomes. We’ll keep seeing this BS through the collegiate class of 2037-2038 because that’s how badly education was screwed up thanks to the teachers unions. (https://twitter.com/queens_parents/status/2069781502557044777)
- [x_queens_parents#6802b7ce] This is so messed up. The hefty taxes that private grocers are paying will be used towards subsidizing Mamdani Marts that will eventually put them out of business.
- [x_queens_parents#73030322] This is totally the laugh I needed today 😂
- [x_queens_parents#98338951] It was almost a year into de Blasio’s term before thousands of NYPD officers protested against him by turning their backs. Mamdani? Just over 7 months. https://t.co/v0mK6kWp2Q
- [x_queens_parents#0aff44ab] Oof. This is as bad as Hochul endorsing Mamdani. No thanks — if @TheDemocrats won’t admit the DSA socialists aren’t Democrats, then voters shouldn’t feel the need to vote for Democrats.
- [x_queens_parents#81ad2ebe] The description under “socialism” hardly resembles the radical DSA platform and really

## 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=85, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=85, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=85, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=123, 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=85, 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=123, 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=123, method=platform_profile

## Freshness
- profile_checked_days_ago: 123
- content_analysed_days_ago: 85
- audience_updated_days_ago: 85

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