NELA-Local: A Dataset of U.S. Local News Articles for the Study of County-level News Ecosystems
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Abstract (arXiv)
In this paper, we present a dataset of over 1.4M online news articles from 313 local U.S. news outlets published over 20 months (between April 4th, 2020 and December 31st, 2021). These outlets cover a geographically diverse set of communities across the United States. In order to estimate characteristics of the local audience, included with this news article data is a wide range of county-level metadata, including demographics, 2020 Presidential Election vote shares, and community resilience estimates from the U.S. Census Bureau. The NELA-Local dataset can be found at: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/GFE66K.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 Mar 2022.
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Citing papers per year: 2023: 1; 2024: 1; 2025: 4.
6 papers.
- 2025News Source Citing Patterns in AI Search Systemscited by 9
- 2024Fake News Detection: Comparative Evaluation of BERT-like Models and Large Language Models with Generative AI-Annotated Datacited by 4
- 2023When it Rains, it Pours: Modeling Media Storms and the News Ecosystemcited by 2
- 2025Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Searchcited by 2
- 2025Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stationscited by 1
- 2025Exposing Pink Slime Journalism: Linguistic Signatures and Robust Detection Against LLM-Generated Threatscited by 0
- 2025Exposing Pink Slime Journalism: Linguistic Signatures and Robust Detection Against LLM-Generated Threats5 Dec 2025
- 2025Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Search24 Nov 2025
- 2025Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stations8 Oct 2025
- 2025News Source Citing Patterns in AI Search Systems7 Jul 2025
- 2024Fake News Detection: Comparative Evaluation of BERT-like Models and Large Language Models with Generative AI-Annotated Data18 Dec 2024
- 2023When it Rains, it Pours: Modeling Media Storms and the News Ecosystem4 Dec 2023