mlsanityData to 7 Oct 2026

Evons: A Dataset for Fake and Real News Virality Analysis and Prediction

arXiv 2209.08129 ↗First posted 16 Sep 2022cs.CV cs.CL cs.LGcited by 1

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Abstract (arXiv)

We present a novel collection of news articles originating from fake and real news media sources for the analysis and prediction of news virality. Unlike existing fake news datasets which either contain claims or news article headline and body, in this collection each article is supported with a Facebook engagement count which we consider as an indicator of the article virality. In addition we also provide the article description and thumbnail image with which the article was shared on Facebook. These images were automatically annotated with object tags and color attributes. Using cloud based vision analysis tools, thumbnail images were also analyzed for faces and detected faces were annotated with facial attributes. We empirically investigate the use of this collection on an example task of article virality prediction.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 12 of its 37 references that are in the map. First posted on arXiv 16 Sep 2022.

Builds on

12 of 37 references.

References · 12

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  10. 2017This Just In: Fake News Packs a Lot in Title, Uses Simpler, Repetitive Content in Text Body, More Similar to Satire than Real Newscited by 59
  11. 2020ReCOVery: A Multimodal Repository for COVID-19 News Credibility Researchcited by 44
  12. 2018Sampling the News Producers: A Large News and Feature Data Set for the Study of the Complex Media Landscapecited by 20

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