# Nicole van der Hoeven (@nicolevdh) on youtube

- id: koinon:creator:youtube_nicolevdh
- url: https://koinonlink.com/kol/youtube/nicolevdh
- schema_version: 1.4

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

## Reach
- followers: 63300
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: ai_tools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Obsidian插件与高级用法, 自下而上的PKM与笔记系统搭建, Maps of Content与视觉化笔记, Obsidian与D&D战役笔记结合, Obsidian社区动态与产品路线
- bio: I'm a Senior Developer Advocate at Grafana Labs and I talk about learning in public, taking notes, and making cool stuff.

## Audience (inferred)
- status: present
- description: Obsidian power users and PKM practitioners, primarily content creators, researchers, and developers using note-taking tools for knowledge management
- roles: content
- seniority: practitioner
- pain_points: Difficulty organizing and restructuring large Obsidian vaults, Challenges with metadata/frontmatter management and visualization, Unsmooth synchronization, publishing, and cross-device usage, High decision cost around plugin selection, compatibility, and workflow integration
- posts_analysed: 48
- 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: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_nicolevdh#b8a61029] What's in Brandon Boswell's EDC? (https://www.youtube.com/@nicolevdh)
- [youtube_nicolevdh#e6a49182] Books for focus and creativity with Brandon Boswell
- [youtube_nicolevdh#e7302796] Do you need an e-ink device? with Brandon Boswell
- [youtube_nicolevdh#5fc28b16] How to start organizing your digital life with Brandon Boswell
- [youtube_nicolevdh#6742a36c] Why is text in an Obsidian Excalidraw drawing added to the Markdown note?
- [youtube_nicolevdh#ca9c536c] Organizing visual and textual notes when using Obsidian Excalidraw plugin
- [youtube_nicolevdh#b6b8a4a1] Starting a PKM system with your core values (Marieke van Vliet)
- [youtube_nicolevdh#52a35b01] How to start creating a PKM system (Nick Milo)

## 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=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=61, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 61
- audience_updated_days_ago: 84

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