--- license: apache-2.0 datasets: - viewer: - max_preview_rows: 1000 # Adjust as needed - max_shard_size: 10MB # Reduce this if needed configs: - config_name: default data_files: - split: train path: "train.parquet" - split: test path: "test.parquet" - split: validation path: "validation.parquet" - config_name: twitter15 data_files: - split: train path: twitter15/twitter15_train.parquet - split: test path: twitter15/twitter15_test.parquet - split: validation path: twitter15/twitter15_validation.parquet - config_name: verite data_files: - split: train path: verite/verite_train.parquet - split: test path: verite/verite_test.parquet - split: validation path: verite/verite_validation.parquet - config_name: liar_new data_files: - split: train path: liar_new/liar_new_train.parquet - split: test path: liar_new/liar_new_test.parquet - split: validation path: liar_new/liar_new_validation.parquet - config_name: coaid data_files: - split: train path: coaid/coaid_train.parquet - split: test path: coaid/coaid_test.parquet - split: validation path: coaid/coaid_validation.parquet - config_name: fibvid data_files: - split: train path: fibvid/fibvid_train.parquet - split: test path: fibvid/fibvid_test.parquet - split: validation path: fibvid/fibvid_validation.parquet - config_name: isot_fake_news data_files: - split: train path: isot_fake_news/isot_fake_news_train.parquet - split: test path: isot_fake_news/isot_fake_news_test.parquet - split: validation path: isot_fake_news/isot_fake_news_validation.parquet - config_name: snopes data_files: - split: train path: snopes/snopes_train.parquet - split: test path: snopes/snopes_test.parquet - split: validation path: snopes/snopes_validation.parquet - config_name: hover data_files: - split: train path: hover/hover_train.parquet - split: test path: hover/hover_test.parquet - split: validation path: hover/hover_validation.parquet - config_name: fa_kes data_files: - split: train path: fa_kes/fa_kes_train.parquet - split: test path: fa_kes/fa_kes_test.parquet - split: validation path: fa_kes/fa_kes_validation.parquet - config_name: cmu_miscov19 data_files: - split: train path: cmu_miscov19/cmu_miscov19_train.parquet - split: test path: cmu_miscov19/cmu_miscov19_test.parquet - split: validation path: cmu_miscov19/cmu_miscov19_validation.parquet - config_name: celebrity data_files: - split: train path: celebrity/celebrity_train.parquet - split: test path: celebrity/celebrity_test.parquet - split: validation path: celebrity/celebrity_validation.parquet - config_name: claimskg data_files: - split: train path: claimskg/claimskg_train.parquet - split: test path: claimskg/claimskg_test.parquet - split: validation path: claimskg/claimskg_validation.parquet - config_name: covid_19_rumor data_files: - split: train path: covid_19_rumor/covid_19_rumor_train.parquet - split: test path: covid_19_rumor/covid_19_rumor_test.parquet - split: validation path: covid_19_rumor/covid_19_rumor_validation.parquet - config_name: covidfact data_files: - split: train path: covidfact/covidfact_train.parquet - split: test path: covidfact/covidfact_test.parquet - split: validation path: covidfact/covidfact_validation.parquet - config_name: x_fact data_files: - split: train path: x_fact/x_fact_train.parquet - split: test path: x_fact/x_fact_test.parquet - split: validation path: x_fact/x_fact_validation.parquet - config_name: mediaeval data_files: - split: train path: mediaeval/mediaeval_train.parquet - split: test path: mediaeval/mediaeval_test.parquet - split: validation path: mediaeval/mediaeval_validation.parquet - config_name: fakecovid data_files: - split: train path: fakecovid/fakecovid_train.parquet - split: test path: fakecovid/fakecovid_test.parquet - split: validation path: fakecovid/fakecovid_validation.parquet - config_name: counter-covid-19-misinformation data_files: - split: train path: counter-covid-19-misinformation/counter-covid-19-misinformation_train.parquet - split: test path: counter-covid-19-misinformation/counter-covid-19-misinformation_test.parquet - split: validation path: counter-covid-19-misinformation/counter-covid-19-misinformation_validation.parquet - config_name: mm-covid data_files: - split: train path: mm-covid/mm-covid_train.parquet - split: test path: mm-covid/mm-covid_test.parquet - split: validation path: mm-covid/mm-covid_validation.parquet - config_name: truthseeker2023 data_files: - split: train path: truthseeker2023/truthseeker2023_train.parquet - split: test path: truthseeker2023/truthseeker2023_test.parquet - split: validation path: truthseeker2023/truthseeker2023_validation.parquet - config_name: feverous data_files: - split: train path: feverous/feverous_train.parquet - split: test path: feverous/feverous_test.parquet - split: validation path: feverous/feverous_validation.parquet - config_name: antivax data_files: - split: train path: antivax/antivax_train.parquet - split: test path: antivax/antivax_test.parquet - split: validation path: antivax/antivax_validation.parquet - config_name: nlp4if data_files: - split: train path: nlp4if/nlp4if_train.parquet - split: test path: nlp4if/nlp4if_test.parquet - split: validation path: nlp4if/nlp4if_validation.parquet - config_name: IFND data_files: - split: train path: IFND/IFND_train.parquet - split: test path: IFND/IFND_test.parquet - split: validation path: IFND/IFND_validation.parquet - config_name: esoc data_files: - split: train path: esoc/esoc_train.parquet - split: test path: esoc/esoc_test.parquet - split: validation path: esoc/esoc_validation.parquet - config_name: twitter16 data_files: - split: train path: twitter16/twitter16_train.parquet - split: test path: twitter16/twitter16_test.parquet - split: validation path: twitter16/twitter16_validation.parquet - config_name: liar data_files: - split: train path: liar/liar_train.parquet - split: test path: liar/liar_test.parquet - split: validation path: liar/liar_validation.parquet - config_name: fakenewsamt data_files: - split: train path: fakenewsamt/fakenewsamt_train.parquet - split: test path: fakenewsamt/fakenewsamt_test.parquet - split: validation path: fakenewsamt/fakenewsamt_validation.parquet - config_name: faviq data_files: - split: train path: faviq/faviq_train.parquet - split: test path: faviq/faviq_test.parquet - split: validation path: faviq/faviq_validation.parquet - config_name: fever data_files: - split: train path: fever/fever_train.parquet - split: test path: fever/fever_test.parquet - split: validation path: fever/fever_validation.parquet - config_name: wico data_files: - split: train path: wico/wico_train.parquet - split: test path: wico/wico_test.parquet - split: validation path: wico/wico_validation.parquet - config_name: checkcovid data_files: - split: train path: checkcovid/checkcovid_train.parquet - split: test path: checkcovid/checkcovid_test.parquet - split: validation path: checkcovid/checkcovid_validation.parquet - config_name: benjamin_political_news data_files: - split: train path: benjamin_political_news/benjamin_political_news_train.parquet - split: test path: benjamin_political_news/benjamin_political_news_test.parquet - split: validation path: benjamin_political_news/benjamin_political_news_validation.parquet - config_name: pheme data_files: - split: train path: pheme/pheme_train.parquet - split: test path: pheme/pheme_test.parquet - split: validation path: pheme/pheme_validation.parquet - config_name: multiclaim data_files: - split: train path: multiclaim/multiclaim_train.parquet - split: test path: multiclaim/multiclaim_test.parquet - split: validation path: multiclaim/multiclaim_validation.parquet - config_name: ct_fan data_files: - split: train path: ct_fan/ct_fan_train.parquet - split: test path: ct_fan/ct_fan_test.parquet - split: validation path: ct_fan/ct_fan_validation.parquet - config_name: banfakenews data_files: - split: train path: banfakenews/banfakenews_train.parquet - split: test path: banfakenews/banfakenews_test.parquet - split: validation path: banfakenews/banfakenews_validation.parquet - config_name: rumors data_files: - split: train path: rumors/rumors_train.parquet - split: test path: rumors/rumors_test.parquet - split: validation path: rumors/rumors_validation.parquet - config_name: covid-19-disinformation data_files: - split: train path: covid-19-disinformation/covid-19-disinformation_train.parquet - split: test path: covid-19-disinformation/covid-19-disinformation_test.parquet - split: validation path: covid-19-disinformation/covid-19-disinformation_validation.parquet - config_name: climate_fever data_files: - split: train path: climate_fever/climate_fever_train.parquet - split: test path: climate_fever/climate_fever_test.parquet - split: validation path: climate_fever/climate_fever_validation.parquet - config_name: defakts data_files: - split: train path: defakts/defakts_train.parquet - split: test path: defakts/defakts_test.parquet - split: validation path: defakts/defakts_validation.parquet - config_name: covid_vaccine_misinfo_mic data_files: - split: train path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_train.parquet - split: test path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_test.parquet - split: validation path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_validation.parquet - config_name: pubhealthtab data_files: - split: train path: pubhealthtab/pubhealthtab_train.parquet - split: test path: pubhealthtab/pubhealthtab_test.parquet - split: validation path: pubhealthtab/pubhealthtab_validation.parquet - config_name: fake_news_corpus data_files: - split: train path: fake_news_corpus/fake_news_corpus_train.parquet - split: test path: fake_news_corpus/fake_news_corpus_test.parquet - split: validation path: fake_news_corpus/fake_news_corpus_validation.parquet - config_name: ti_cnn data_files: - split: train path: ti_cnn/ti_cnn_train.parquet - split: test path: ti_cnn/ti_cnn_test.parquet - split: validation path: ti_cnn/ti_cnn_validation.parquet language: - en size_categories: - 1M Table with descriptios ### Note for Users Please be noted that some different labels may refer to the same thing. For example USA, United States and united states. This is due to the discrepency in labeling originated from the original datasets. Further data cleaning is recommended upon usage. ### Data pre-processing [These scripts](https://github.com/ComplexData-MILA/misinfo-dataset-preprocessing) were designed to transform the dataformat from [the original CSV file](https://huggingface.co/datasets/ComplexDataLab/Misinfo_Datasets/blob/main/claims_data.csv.gz) to the parquet files. ### Team This dataset is made available by [Complex Data Lab](https://complexdatalabmcgill.github.io/), a group composed of researchers from University of Montreal and McGill University. The lab is led by [Dr. Reihaneh Rabbany](https://complexdatalabmcgill.github.io/team/reihaneh+rabbany) and [Dr. Jean-François Godbout ](https://jf-godbout.github.io/) ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/LgNMMbJFsLFV_Th2a8vgZ.jpeg) ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/GSQqT28He0GUx9WO0tSFs.png) ### Citation Information ``` @article{ title={A Guide to Misinformation Detection Datasets}, author={Camille Thibault, Gabrielle Peloquin-Skulski, Jacob-Junqi Tian, Florence Laflamme, Yuxiang Guan, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine}, journal={ArXiv}, year={2024}, volume={abs/2411.05060} } ```