Individual Belief Networks from Online Comments: Yearly Belief Networks of All 300 Users
Supplementary catalogue to the working paper "Individual Belief Networks from Online Comments: Construction, Validation, and Comparative Analysis". It shows the belief networks of all 300 users studied in the paper, one network per calendar year (2014–2017). The users commented on Mother Jones, The Hill, or Breitbart.Each network links the stances (favor/against) a user expressed toward 63 political topics within the same comment, as extracted by a validated LLM. Users are identified by pseudonyms.
Authors
- Seungwoong Ha (ORCID: https://orcid.org/0000-0001-5306-652X)
- Henrik Olsson (ORCID: https://orcid.org/0000-0002-0099-7862)
- Victor Møller Poulsen (ORCID: https://orcid.org/0000-0002-2366-9351)
- Mirta Galešić (ORCID: https://orcid.org/0000-0002-1712-9455)
- Daniele Barolo
Institutions
- Santa Fe Institute (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-10-29
- DOI
- https://doi.org/10.5281/zenodo.23762068
- Primary Topic
- Sentiment Analysis and Opinion Mining
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- European Commission