# Microsoft Reactor (@MicrosoftReactor) on youtube

- id: koinon:creator:youtube_microsoftreactor
- url: https://koinonlink.com/kol/youtube/MicrosoftReactor
- schema_version: 1.4

## Identity
- platform: youtube
- handle: MicrosoftReactor
- platform_url: https://www.youtube.com/@MicrosoftReactor
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 162000
- posts_observed: 2
- verified: false
- size_tier: kol

## 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: DP-700 Fabric Data Engineer certification, Azure AI, OpenAI and Generative AI with Python, GitHub Copilot bootcamps and productivity tools, Women in AI / M365 for HER programs, Free hackathons, bootcamps and live classes, Cloud security and Microsoft 365 certifications
- bio: Welcome to Microsoft's Reactor YouTube Community. Whether you're building your career or the next great idea, Microsoft ...

## Audience (inferred)
- status: present
- description: Aspiring developers, data engineers and women in tech (mainly LATAM) looking for free Microsoft certifications, AI bootcamps and hands-on training
- roles: dev
- seniority: learner
- pain_points: High cost of official Microsoft certifications and exam fees, Limited access to structured, hands-on Azure/AI training in their region, Difficulty entering or advancing in tech roles as women or career switchers, Lack of practical projects and community support for building AI and data engineering skills
- posts_analysed: 47
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — 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
- [youtube_microsoftreactor#f7e703e0] 🚀 Want to build generative AI apps in Python? (https://www.youtube.com/@MicrosoftReactor)
- [youtube_microsoftreactor#acb2493a] 🚀  Want to level up your Python skills with Generative AI?
- [youtube_microsoftreactor#c1b1ddd4] They in Technology
- [youtube_microsoftreactor#b054ca23] Elas na IA 2025 - concorra a vouchers para a prova de Certificação Microsoft Azure AI-900.
- [youtube_microsoftreactor#45bd4443] Para desarrolladores: Digital and App Innovation Serie en Español
- [youtube_microsoftreactor#7281b750] Descubre Azure Developer CLI (AZD)
- [youtube_microsoftreactor#04c8074e] Tutorial: Instalación de Azure Developer CLI (AZD) en Windows
- [youtube_microsoftreactor#20432a37] Tutorial: Actualiza Azure Developer CLI (AZD) en Windows

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=56, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 56
- audience_updated_days_ago: 84

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