Public data

CrisisGraph is built to be reused. Every entity, relationship, and citation in the graph is exported here as bulk downloads on a rolling basis (regenerated with every publish). Use the CSVs for spreadsheets, the JSONs for code, or graph.json for network tools like Gephi and Cytoscape.

License: CC BY 4.0. Please attribute “CrisisGraph — crisisgraph.com” with a live link back.

Latest snapshot

Generated 2026-08-01T23:46:27.072Z · 696 entities · 496 relationships

FileRowsSizeFormat
entities.json696444 KBArray of entity objects (with impact + citations)
entities.csv696168 KBFlat CSV — spreadsheet-ready
relationships.json496177 KBDirected edges with confidence + evidence
relationships.csv496106 KBFlat CSV
graph.json177 KB{nodes, links} for Gephi / Cytoscape / D3
manifest.json1 KBCounts, license, entity/relationship types seen

Dated snapshots

Each publish also writes a full-graph snapshot into /data/history/YYYY-MM-DD.json once per calendar day — useful for time-series analysis or reproducing an analysis at a past point.

REST API

A live read-only REST API is on the roadmap (ADR 003 Phase 2). For now, if the bulk exports don't fit your use case, get in touch: crisisgraph@zafronix.com.

Citation

If you use CrisisGraph in a paper or article, please cite as:

CrisisGraph — a causal knowledge graph of global crisis history. crisisgraph.com. Retrieved 2026-08-01.

Download entities.json →