Data
Download the public dataset.
The MVP uses static JSON files as the database. Snapshot hashes make changes easier to audit. Use the Protocol page to understand how canonical hashes, signed manifests, archived files, local verification, and optional proof adapters fit together.
Choose The Right Artifact
Start with the smallest useful file
- Quick reporting
- Use Events or the Research Workspace before downloading the full dataset.
- Spreadsheet analysis
- Use events, schools, or sources CSV files for lightweight review in Excel, Numbers, or Sheets.
- Reproducible research
- Use research JSON exports, the snapshot manifest, archived snapshot, source audit, and citation guidance.
- Method and trust review
- Use the Trust & Review Packet, Quality page, challenge arena, external review packet, known limits, certification ledger, evidence robustness dashboard, review debt ledger, evidence provenance page, public codebook, coverage limits, changelog, release notes, and schema files.
Direct Files
Static fallback
The rendered dataset status below shows record count, last updated date, schema version, and latest snapshot hash.
- Latest dataset JSON
- Latest dataset CSV
- Research events JSON
- Research events CSV
- Schools dataset
- Research schools JSON
- Research schools CSV
- Source index
- Research sources JSON
- Research sources CSV
- Import manifests
- Live source audit
- Weekly snapshot downloads
- Snapshot manifest
- CLE Protocol page
- Snapshot registry contract
- Product updates JSON
- Milestones JSON
- Changelog
- Review samples
- Review ledger
- Methodology examples
- Workflow definitions
- Release metadata
- Release verification
- Credibility status
- Robustness metrics
- Whole-database review debt ledger
- External review packet
- Full-database certification ledger
- ED dataset provenance audit
- Certification batch manifest
- Evidence-depth queues
- Gold record candidates
- Reviewer challenge pack
- Challenge standards
- Challenge queues and packets
- Challenge ledger
- Adversarial review challenge arena
- Evidence capsules
- Source provenance queues
- Task workflows
- Evidence robustness dashboard
- Whole-database review debt dashboard
- Full-database certification ledger
- Certification Batch 001 pilot
- ED dataset provenance audit
- Certification batch manifest
- External review packet
- Known limits and unresolved records
- Evidence provenance page
- Replication packet
- Credibility boundaries
- Public codebook
- Coverage limits
- Methodology stress-test memo
- Release notes
- Public product updates page
- Data dictionary
- External review packet notes
- Source-to-record replication guide
- Reviewer challenge templates
- Known limits notes
- Certification ledger notes
- ED dataset provenance audit notes
- Certification batch notes
- Certification batch completion rules
- Full-database certification rulebook
- Source-family review playbooks
- Import manifest schema
- Citation guidance
- Contribution guide
- Dataset license
- Policy library
- Terms of use source
- Privacy policy source
- Data license addendum source
- Submission terms source
- Corrections and right-of-reply source
- Responsible use policy source
- AI use disclosure source
- Takedown and redaction source
- Reviewer agreement source