# Dr. Acula (@stevemunene) on x

- id: koinon:creator:x_stevemunene
- url: https://koinonlink.com/kol/x/stevemunene
- schema_version: 1.4

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

## Reach
- followers: 1203
- following: 850
- posts_total: 12366
- posts_observed: 1
- posts_per_day: 2.433
- account_age_days: 5083
- verified: false
- 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: gaming
- subcategory: igaming
- category_confidence: 0.7
- category_source: derived_from_discovery_path
- topics: Kenyan politics and Finance Bill protests, Daily life complaints, Local services and vendors, Personal routines and health

## Audience (inferred)
- status: present
- description: Kenyan Twitter users following casual personal commentary and local politics
- roles: none
- seniority: consumer
- pain_points: Rising living costs from housing levy and SHIF, Daily household and adulting frustrations, Political dissatisfaction with bills and CDF distribution
- posts_analysed: 20
- confidence: 0.6

## 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: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_stevemunene#5c9604d1] @KenyaPower_Care Check DM. (https://twitter.com/stevemunene/status/2069526731653075378)
- [x_stevemunene#ce694b5b] Successful hate watch ✅ Random side quest day ✅ Delicious Red snapper ✅ Espresso…martini ✅ Weekend brewing nicely 😋
- [x_stevemunene#fa76a15e] Nlikua hapa nashangaa fermented soybean paste inaingiliana wapi na Marie stopes, till I opened the replies 😰. Kina watu huku nje wanaishi vi risky sana wueh. https://t.co/r4VCd2fLSO
- [x_stevemunene#fe65e618] I really appreciate vendors who put their prices next to what they are selling. No need to reply to WhatsApp statuses and IG stories to get custom prices hiked just for you smh 🤦🏿‍♂️. @Ms_Wanjiruh na @leahAtieno2 should open classes for online businesses!
- [x_stevemunene#fc7fdade] Weight loss and gym is amazing, coz why do I have veins kwa thighs??
- [x_stevemunene#edcf182c] Question is, what exactly do they know about Hf group? The money is too much for a pump and dump soo..🧐 Seems we are about to see some BS with housing levy funds. I really hate these people
- [x_stevemunene#a7eea01f] Adulting is a scam walai, One minute things are going good, the next there’s a weird ass problem. Wdym fridge imeharibika? Fridge huharikiba?? Tears fam 🥲
- [x_stevemunene#89832823] Oya @FaibaJTL mlifanyia nini upload speeds?? https://t.co/zeA3DKurhN

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, 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=130, 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=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=130, 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=130, method=platform_profile

## Freshness
- profile_checked_days_ago: 130
- content_analysed_days_ago: 85
- audience_updated_days_ago: 85

## AI retrieval
- indexing_requests: 7
- 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_stevemunene
- Request removal: https://koinonlink.com/claim?k=x_stevemunene
- Terms: https://koinonlink.com/for-ai