# Emmzeecutioner of demons (@emmzeebobs) on threads

- id: koinon:creator:threads_emmzeebobs
- url: https://koinonlink.com/kol/threads/emmzeebobs
- schema_version: 1.4

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

## Reach
- followers: 1464
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02186
- best_post_interactions: 32
- 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: mindset
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: mental health struggles, anti-government and anti-rich politics, casual swearing and dark humor, daily life rants
- bio: Don't Call Me Em. Ffs!
Nobody special. 
I like stuff. 
I write things.
RLS. Quite sweary.
🇸🇬

## Audience (inferred)
- status: present
- description: casual followers who are普通 consumers interested in personal rants, mental health, and left-wing political views
- roles: none
- seniority: consumer
- pain_points: mental health struggles and emotional breakdowns, feeling that the government cares only about GDP, not people's livelihood, anger over wealth inequality
- 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: 34
- authenticity_basis: engagement_observed
- credibility_score: 34
- 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_emmzeebobs#a811d119] Tears are flowing today. There's just too much and not enough, and it's playing hell with my mental health. A break is needed, in many, many ways. (https://www.threads.com/@emmzeebobs/post/DS5YT-rCJUj)
- [threads_emmzeebobs#add9ac55] Do your thing ma witches. There's a list ✨️🌙🙏
- [threads_emmzeebobs#2db4d679] In a nutshell, the government doesn't care about it's people, it cares about GDP. GDP doesn't stand for God Damn People It means Gross Domestic Product and it's a value of the country, NOT the people.
- [threads_emmzeebobs#c76f1426] Simple init. Tax. The. Fucking. Super. Rich. They're never gonna starve, go without health care, dental care, heat, food, anything.
- [threads_emmzeebobs#bdd38819] Night you glorious fuckers 😘
- [threads_emmzeebobs#cb05b34f] Get. In. My. Belleh!
- [threads_emmzeebobs#b87a4694] There's not enough human spontaneous combustion. I keep saying this. It can get the not as old one's too if it wanted 😉😂💥🔥💥
- [threads_emmzeebobs#580eab6a] The loudest people have the least to say. The drivel they come out with. Do you know what we're bothered about? Really? It's our health, our mental health, being safe, affordin

## 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=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: 78

## AI retrieval
- indexing_requests: 10
- 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_emmzeebobs
- Request removal: https://koinonlink.com/claim?k=threads_emmzeebobs
- Terms: https://koinonlink.com/for-ai