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End of preview. Expand in Data Studio
Causals Graph
A versioned, news-derived graph snapshot from Causals Lab. Version
v0.1.0-2026-10-09 contains 369,184 nodes and 1,272,418 directed edges.
The graph contains descriptive and contextual relationships as well as
extracted causal claims. It is not a collection of independently
verified causal effects; a graph path is not automatically a causal path.
This Hugging Face copy mirrors the canonical GitHub release.
The Causals Lab download page gives an
overview. Use the snapshot version and SHA-256 hashes in manifest.json to
identify the exact data. The two Viewer configurations, nodes and edges,
are tables from the same graph snapshot; join an edge's source_id and
target_id to node id.
Get started in 10 minutes
Try the runnable notebook or open it in Colab. It uses a small downloadable sample of 62 nodes and 9 edges selected from this exact release. It checks file hashes, joins edges to nodes, and inspects source-news IDs without requiring private code, a database, or an API key. The selected sample is not representative and does not establish causal effects.
Files
The folder v0.1.0-2026-10-09/ contains:
nodes.jsonl.gz— 369,184 UTF-8 JSONL records, gzip-compressed.edges.jsonl.gz— 1,272,418 UTF-8 JSONL records, gzip-compressed.manifest.json— counts, relation distribution, file sizes and SHA-256 hashes.DATA_CARD.md— schema, provenance, limitations and quality cautions.LICENSE_DATA.md— dataset reuse terms.
Read the complete data card before
interpreting relations or publishing analysis. In particular, MENTIONS is
not causal; OTHER is unclassified; and TRIGGERED or STATED_CAUSE are
extracted or attributed claims, not independent intervention evidence.
The snapshot has no representative whole-graph causal-validity estimate.
License, attribution and corrections
The released dataset is offered under CC BY 4.0. Attribute Causals Lab, identify the version, link to the source and license, and indicate changes. This license applies only to rights the publisher can grant in the released files; it does not license third-party news content, private software, trademarks, or privacy/publicity rights.
Suggested citation:
Causals Lab. (2026). Causals Graph (v0.1.0-2026-10-09) [Data set]. https://github.com/causals-lab/community/tree/graph-v0.1.0-2026-10-09/data/v0.1.0-2026-10-09
For data corrections or removal concerns, write privately to data@causals.org. Do not post personal or sensitive details in a public issue.
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