Annual report 2026
Skolkoll in numbers — key metrics, milestones completed and the plan ahead.
Key metrics
Latest sync: 5 July 2026. Data primarily covers the 2024/25 school year.
Milestones completed
Phase 1: Data lineage and canonical definitions
Critical data inventory, risk matrix and canonical definitions for all key metrics. Harmonisation of methodology text with actual implementation.
Phase 2: Trust UI — quality signals
Unified quality flag system in the UI. Users should understand how reliable a figure is without leaving the page.
Phase 3: Reproducible datasets — versioning
Dataset versioning with timestamps, metadata files and schema history. Every dataset can be referenced as a specific version.
Phase 4: Entity model and temporal relations
Stable entity model with history for name changes, status changes and relations. Time-bound relationships between providers and groups.
Phase 5: Automated changelog
Global and local changelog with categorisation: new data, corrections, methodology changes and schema changes.
Phase 6: Journalist and analyst mode
Landing page for journalists with theme packages, method cards and export points. Packaging for quick analysis and citation.
Phase 8: Search moat — SEO and canonical landing pages
Canonical URL structure, prioritised landing pages with genuine content value and improved internal linking.
Phase 9: Editorial interpretation layer — interpretation guides
Editorial explanation pages for hard-to-interpret metrics. Interpretation guides linked directly from data views.
Phase 10: Guided decision support — school choice guide
Transparent school choice guide with explanations, quality status and data quality awareness in the recommendation logic.
In progress
Phase 11: Public accountability and pre-governance — Public annual report, corrections policy, versioning policy, method policy, transparency page and open roadmap. Trust package for external review. (8/13 sub-issues complete)
Goals 2026
| KPI | Target | Current |
|---|---|---|
| School units (open; dormant excluded) | ≥ 16,000 | 16,494 |
| Datasets | ≥ 27 | 27 |
| Public corrections | ≥ 3/year | 0 |
| Improvement suggestions | ≥ 10/year | 0 |
Limitations and plan
- Data may be 1–12 months old depending on the source.
- Skolverket's confidentiality rule (<15 pupils) hides data for small schools.
- Pageviews and unique visitors are not yet available — analytics not configured.
- Manual KPIs (corrections, citations) are updated on an ongoing basis during the year.
See the roadmap for upcoming phases and the transparency page for details on automation and bias.
About Skolkoll · Roadmap · Corrections policy · Transparency