Fake News Detection Techniques on Social Media: A Survey

Table 4

Datasets for detecting fake news based on application purpose.

Item/entity	No. of datasets	List of datasets
Fake detection	15	“Yelp, LIAR, FakeNewsNet, Benjamin political news, Burfoot satire news, BuzzFeed news, Ott, et al. ‘s FNC-1, Spanish disinformation, fake or real news, NELA-GT-2018, TW info, FCV-2018, CNN/daily mail datasets for a summary”
Fact-checking	5	“Fact-checking, FEVER, MisInfoText, TSHP-17, Qprop”
Reliability grouping	3	“CREDBANK, BuzzFace, verification corpus”
Rumor detection	3	“EMERGENT, PHEME, tam, et al.’s dataset”