# The Unraveling (@yersocialistdad) on threads

- id: koinon:creator:threads_yersocialistdad
- url: https://koinonlink.com/kol/threads/yersocialistdad
- schema_version: 1.4

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

## Reach
- followers: 98381
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01965
- best_post_interactions: 1933
- 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: 0.88
- category_source: derived_from_recent_content
- topics: Michigan elections and local races, Socialism and populism overtaking the Democratic Party, Flock safety camera issues and accountability, Fighting fascism and saving democracy, Support for independent political commentary
- bio: liberationist. leader. I'm autistic and my special interest is saving democracy. host of IGNITE: Fighting Fascism and The Ignition News (Spotify)

## Audience (inferred)
- status: present
- description: Left-leaning political activists and voters, mainly those following Michigan elections and the shift toward socialism in the Democratic Party
- roles: none
- seniority: consumer
- pain_points: Frustration with the old Democratic 'center' establishment blocking progressive change, Uncertainty and delays in calling election races, Concerns over surveillance tech like Flock cameras creating safety risks or disappearing, Feeling that traditional party structures are outdated and unaccountable
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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_yersocialistdad#80ad2eec] Your support helps me to create, investigate and hold accountable our elected officials. Thank you. I’m on @buymeacoffee. If you like my work, you can buy me a coffee and share your thoughts 🎉☕ buymeacoffee.com/rebelradio (https://www.threads.com/@yersocialistdad/post/DRdyW79kWTO)
- [threads_yersocialistdad#9094a459] Remember cats, it's "blue no matter who"... Right? See you in November Michigan!
- [threads_yersocialistdad#f0d422c0] Flock safety has a new problem. And it might actually be a literal road safety risk.
- [threads_yersocialistdad#ec672b41] Insane that they won't call this Michigan race.
- [threads_yersocialistdad#135b6286] Every, I mean EVERY flock camera operated by Winona, MM has gone missing.
- [threads_yersocialistdad#9e210c53] The margin El-Sayed has right now is wild. The old Democratic "center" party is done.
- [threads_yersocialistdad#167a53fa] Socialism and populism is clearly taking over the Democratic party and there is absolutely nothing the Old guard can do to stop it.
- [threads_yersocialistdad#1b0cb430] Ope. He's def gonna win.

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=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=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=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: 78
- audience_updated_days_ago: 78

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