# Irene Newstead (@IreneNewstead) on x

- id: koinon:creator:x_irenenewstead
- url: https://koinonlink.com/kol/x/IreneNewstead
- schema_version: 1.4

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

## Reach
- followers: 1893
- following: 796
- posts_total: 240502
- posts_observed: 4
- posts_per_day: 113.444
- account_age_days: 2120
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: Canadian economy and inflation, Alberta politics, Indigenous issues, Montreal crime incidents
- bio: I'm a woman

No DMs

## Audience (inferred)
- status: present
- description: General Canadian news followers interested in national politics, economy and crime stories
- roles: none
- seniority: consumer
- pain_points: Rising food prices and affordability pressures, Frustration with indigenous policy accountability, Concerns over public safety from violent crime
- 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: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_irenenewstead#f25109a9] Canada tops G7 for price growth as affordability concerns mount Canadians continue to face mounting affordability pressures, with new figures showing food prices are rising faster in Canada than in any other G7 country while small businesses grapple with growing operating costs.  (https://twitter.com/IreneNewstead/status/2069131999324098910)
- [x_irenenewstead#47c765ae] MACLEOD: Bruce McAllister said what many Albertans are thinking about indigenous accountability Bruce McAllister, a senior aide to Premier Danielle Smith, has been widely criticized for saying bluntly that some indigenous leaders should spend less time attacking Alberta’s governm
- [x_irenenewstead#f19be3e2] BREAKING: "Armed and dangerous" shooter in Montreal, officer killed & civilians injured Montreal police later stated in an “imminent threat” notice on Monday afternoon that a “suspect has been neutralized” and

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=117, 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=0.25, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 13
- 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_irenenewstead
- Request removal: https://koinonlink.com/claim?k=x_irenenewstead
- Terms: https://koinonlink.com/for-ai