# Deny Azis (@dapublicspeaking) on tiktok

- id: koinon:creator:tiktok_dapublicspeaking
- url: https://koinonlink.com/kol/tiktok/dapublicspeaking
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: dapublicspeaking
- platform_url: https://www.tiktok.com/@dapublicspeaking
- website: https://www.instagram.com/denyazis?igsh=MXFnMXJtbzJqaGIydQ%3D%3D&utm_source=qr
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5949
- following: 148
- posts_total: 248
- posts_observed: 1
- 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: entertainment
- subcategory: mindset
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Public speaking training and workshops, Student campus orientation and ethics, Motivational quotes on learning, Professional personality development, Indonesian national celebrations
- bio: CEO DA Public Speaking 
Asesor Pembicara Publik & Pembicara Profesional BNSP
Certified Public Speaker IPSA
MC/Presenter TV, Praktisi Keprotokolan

## Audience (inferred)
- status: present
- description: Indonesian students and young professionals attending public speaking workshops and campus training
- roles: none
- seniority: learner
- pain_points: Fear of public speaking in professional settings, Difficulty building respect and networks as new graduates, Lack of workplace etiquette and personality skills, Transitioning from student life to professional environments
- posts_analysed: 25
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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
- [tiktok_dapublicspeaking#1a83398b] “ Tak ada yang benar-benar menjadi guru, tak ada yang selamanya menjadi murid. Dalam belajar bersama, kita saling menerangi.” #dapublicspeaking  #publicspeaking  #denyazis #poltekkeskemenkesmakassar  #belajar (https://www.tiktok.com/@dapublicspeaking)
- [tiktok_dapublicspeaking#766afca7] digi digi hey
- [tiktok_dapublicspeaking#555ab7d6] It is a becoming a big trend on TikTok now! Click here: dapublicspeaking
- [tiktok_dapublicspeaking#d899072e] Check out Deny Azis’s video! #TikTok >
- [tiktok_dapublicspeaking#4328a602] #merdeka #hutri81 #dapublicspeaking  #indonesia #dirgahayuindonesia
- [tiktok_dapublicspeaking#1b72ebd8] original sound - daffimumtadz
- [tiktok_dapublicspeaking#a9d41623] Kebyar Kebyar
- [tiktok_dapublicspeaking#80d35be8] Celebrate the spirit of Merdeka on TikTok! From creative tributes and cultural showcases to fun challenges and national pride moments, join the movement and share how you embrace independence. Use the hashtag to connect with others, spread positivity, and show what Merdeka means 

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=54, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

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