LACK Knowledge Graph
Lobbying Agents, Climate, and Knowledge — a knowledge graph of agents, organisations, and relationships involved in lobbying against climate science and policy.
LACK maps the networks of people and organisations that work to undermine climate science awareness and climate policy, drawing on real-world sources and extracting structured relationships using a purpose-built ontology.
What LACK can tell you
- Who is involved — individuals, companies, trade associations, think tanks, coalitions
- How they are connected — funding, employment, leadership, membership, sponsorship
- Where the money flows — funders and donors, with evidence links
- When relationships were active — temporal annotations on every relation
Key facts
| 27,974 | entities (10,370 persons · 17,604 collectives) |
| 8,280 | Wikidata links · 8,726 DBpedia links |
| 90,145 | asserted relations (extracted) |
| 229,323 | inferred relations (inverse properties + entailments) |
| 2 | source corpora (Desmog, LobbyMap/InfluenceMap) |
| v1.1 · 28 April 2026 | current version |
Get started
- About the project — motivation, research questions, sources
- Knowledge Graph — how the KG is built
- Ontology — the LACK vocabulary
- Download — ontology files and data