Table 10. Classification of datasets for fake news detection according to the media platform.
| Dataset | # Of datasets | ||
|---|---|---|---|
| Media platform | Mainstream media | Yelp dataset, Fact checking, FEVER, Benjamin Political News, Burfoot Satire News, MisInfoText, FNC-1, Spanish fake news, Fake_or_real_news, TSHP-17, Qprop, NELA-GT-2018, CNN/Daily Mail summarization dataset | 13 |
| Online social media | PHEME, CREDBANK, BuzzFace, FacebookHoax, BuzzFeed News, Ott et al.’s dataset, TW_info, FCV-2018, Verification Corpus, Tam et al.’s dataset | 10 | |
| Mainstream + Online social media | LIAR, EMERGENT, FakeNewsNet, Zheng et al.’s dataset | 4 | |