# Justin Baeder, PhD (@eduleadership) on x

- id: koinon:creator:x_eduleadership
- url: https://koinonlink.com/kol/x/eduleadership
- schema_version: 1.4

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

## Reach
- followers: 26572
- following: 11754
- posts_total: 46898
- posts_observed: 11
- posts_per_day: 7.278
- account_age_days: 6444
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00019
- best_post_interactions: 5
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: software
- subcategory: app
- category_confidence: 0
- category_source: derived_from_discovery_path
- topics: Instructional leadership practices, School discipline and consequences, Edtech tools for administrators, Charter school development
- bio: Education philosopher & instructional leadership author. Creator of Repertoire, the professional writing app for instructional leaders.

## Audience (inferred)
- status: present
- description: K-12 school principals, instructional leaders, and education administrators
- roles: none
- seniority: decision_maker
- pain_points: No effective software exists for handling K-12 discipline investigations, Difficulty getting into classrooms and observing instruction, Misunderstandings about how student consequences actually work, Uncertainty around starting or running public charter schools
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 41
- authenticity_basis: engagement_observed
- credibility_score: 76
- 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_eduleadership#aaf03b34] Very proud of what we've put into Repertoire for the new school year. Type your notes, or handwrite them in your custom printed planner—print and scan daily with one tap. Try it free: https://t.co/Z5pBm2R0Lu https://t.co/IY6SwqGuCF (https://twitter.com/eduleadership/status/2025429198513336409)
- [x_eduleadership#f5e25975] Love to see it! If you want to get into classrooms, start here: https://t.co/N7HsXFhBcN
- [x_eduleadership#d7a9ff52] Two false ideas about consequences: 1. They have to be tailored to the student 2. They don’t work at all https://t.co/v76EEB7WqT
- [x_eduleadership#164c47d1] There’s never been good software for handling k-12 discipline investigations. Today, I’m thrilled to announce Resolve. https://t.co/0uakyvmTUi https://t.co/SJKSc7gQQX
- [x_eduleadership#829d9fa6] Want to start a public charter school in Arkansas? Incredible opportunity: https://t.co/S6B926Pxr6
- [x_eduleadership#5bec7504] Here’s what school administrators missed https://t.co/SQG7NiMgeI
- [x_eduleadership#4d256f05] Salamanca High School isn’t getting a robot after all, but do they understand what went wrong with this de

## 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=109, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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