Fake News Dataset

Published: 14 September 2021| Version 1 | DOI: 10.17632/945z9xkc8d.1


This is some collections of fake news dataset that has been cleaned, augmented, and preprocessed. Each of the datasets has been split into train and test data with an 80:20 ratio. There are four folders in the file: 1. ISOT Fake News Dataset H. Ahmed, I. Traore, S. Saad, Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques, in: Lect. Notes Comput. Sci. (Including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), 2017: pp. 127–138. https://doi.org/10.1007/978-3-319-69155-8_9. 2. Fake News Dataset UTK Machine Learning Club, Fake News, (2018). https://www.kaggle.com/c/fake-news/overview. 3. Fake or Real News Dataset G. McIntire, Fake or Real News, (2017). https://github.com/joolsa/fake_real_news_dataset. 4. Fake News Detection Dataset Jruvika, Fake News Detection, (2017). https://www.kaggle.com/jruvika/fake-news-detection/version/1.