## 5 Comparative Analysis of Traditional and Modern Methods
### Datasets
\begin{table}
\begin{tabular}{l l l} \hline \hline
**Task** & **Dataset** & **Source** & **URL (accessed on 15 August 2024)** \\ \hline \hline \multicolumn{3}{l}{FakeNewsCorpus} & Articles & [[https://github.com/several27/FakeNewsCorpus](https://github.com/several27/FakeNewsCorpus)]([https://github.com/several27/FakeNewsCorpus](https://github.com/several27/FakeNewsCorpus)) \\ \hline Twitter, Weibo & Social Media Posts & [[https://ieee-dataport.org/documents/weibo-and-twitter](https://ieee-dataport.org/documents/weibo-and-twitter)]([https://ieee-dataport.org/documents/weibo-and-twitter](https://ieee-dataport.org/documents/weibo-and-twitter)) \\ \hline Weibo21 & Social Media Posts & [[https://github.com/kenqiang/mdfend-weibo21](https://github.com/kenqiang/mdfend-weibo21)]([https://github.com/kenqiang/mdfend-weibo21](https://github.com/kenqiang/mdfend-weibo21)) \\ \hline En-3 (FakeNewsNet, COVID) & Articles, Social Media Posts & [[https://github.com/bigheiniu/MM-COVID](https://github.com/bigheiniu/MM-COVID)]([https://github.com/bigheiniu/MM-COVID](https://github.com/bigheiniu/MM-COVID)), [[https://github.com/KaiDMML/FakeNewsNet](https://github.com/KaiDMML/FakeNewsNet)]([https://github.com/KaiDMML/FakeNewsNet](https://github.com/KaiDMML/FakeNewsNet)) \\ \hline BuzzFeed News & Articles & [[https://www.kaggle.com/datasets/mrisdal/fact-checking-facebook-politics-pages](https://www.kaggle.com/datasets/mrisdal/fact-checking-facebook-politics-pages)]([https://www.kaggle.com/datasets/mrisdal/fact-checking-facebook-politics-pages](https://www.kaggle.com/datasets/mrisdal/fact-checking-facebook-politics-pages)) \\ \hline LIAR benchmark & Articles & [[https://paperswithcode.com/dataset/liar](https://paperswithcode.com/dataset/liar)]([https://paperswithcode.com/dataset/liar](https://paperswithcode.com/dataset/liar)) \\ \hline ArCOV19-Rumors & Social Media Posts & [[https://gitlab.com/bigirqu/ArCOV-19](https://gitlab.com/bigirqu/ArCOV-19)]([https://gitlab.com/bigirqu/ArCOV-19](https://gitlab.com/bigirqu/ArCOV-19)) \\ \hline AraNews & Articles & [[https://github.com/UBC-NLP/wanlp2020_arabic_fake_news_detection](https://github.com/UBC-NLP/wanlp2020_arabic_fake_news_detection)]([https://github.com/UBC-NLP/wanlp2020_arabic_fake_news_detection](https://github.com/UBC-NLP/wanlp2020_arabic_fake_news_detection)) \\ \hline CMU-MisCOV19 & Social Media Posts & [[https://zenodo.org/records/4024154](https://zenodo.org/records/4024154)]([https://zenodo.org/records/4024154](https://zenodo.org/records/4024154)) \\ \hline DGM & Social Media Posts & [[https://github.com/rshaojimmy/MultiModal-DeepFake](https://github.com/rshaojimmy/MultiModal-DeepFake)]([https://github.com/rshaojimmy/MultiModal-DeepFake](https://github.com/rshaojimmy/MultiModal-DeepFake)) \\ \hline RAWFC, LIAR-RAW & Articles & [[https://github.com/Nicozwy/CofCED/tree/main/Datasets](https://github.com/Nicozwy/CofCED/tree/main/Datasets)]([https://github.com/Nicozwy/CofCED/tree/main/Datasets](https://github.com/Nicozwy/CofCED/tree/main/Datasets)) \\ \hline EuvsDisinfo & Articles & [[https://github.com/FloFloB/Euvsdisinfo-dataset](https://github.com/FloFloB/Euvsdisinfo-dataset)]([https://github.com/FloFloB/Euvsdisinfo-dataset](https://github.com/FloFloB/Euvsdisinfo-dataset)) \\ \hline FA-KES & Articles & [[https://www.kaggle.com/datasets/mohamadahasan/a-fake-news-dataset-around-the-syrian-war](https://www.kaggle.com/datasets/mohamadahasan/a-fake-news-dataset-around-the-syrian-war)]([https://www.kaggle.com/datasets/mohamadahasan/a-fake-news-dataset-around-the-syrian-war](https://www.kaggle.com/datasets/mohamadahasan/a-fake-news-dataset-around-the-syrian-war)) \\ \hline FakeNewsNet & Social Media Posts & [[https://github.com/KaiDMML/FakeNewsNet](https://github.com/KaiDMML/FakeNewsNet)]([https://github.com/KaiDMML/FakeNewsNet](https://github.com/KaiDMML/FakeNewsNet)) \\ \hline Politifact & Articles, Social Media Posts & [[https://www.kaggle.com/datasets/shivkumarangansh/politifact-factcheck-data](https://www.kaggle.com/datasets/shivkumarangansh/politifact-factcheck-data)]([https://www.kaggle.com/datasets/shivkumarangansh/politifact-factcheck-data](https://www.kaggle.com/datasets/shivkumarangansh/politifact-factcheck-data)) \\ \hline Pheme & Social Media Posts & [[https://www.kaggle.com/datasets/usharengaraju/pheme-dataset](https://www.kaggle.com/datasets/usharengaraju/pheme-dataset)]([https://www.kaggle.com/datasets/usharengaraju/pheme-dataset](https://www.kaggle.com/datasets/usharengaraju/pheme-dataset)) \\ \hline llm-mis & Articles, Social Media Posts & [[https://github.com/llm-misinformation/llm-misinformation/](https://github.com/llm-misinformation/llm-misinformation/)]([https://github.com/llm-misinformation/llm-misinformation/](https://github.com/llm-misinformation/llm-misinformation/)) \\ \hline \hline \end{tabular}
\end{table}