Datasets:

NaughtyConstrictor
/

fact-check-bureau

Languages:

Tags:

fact-checking

information-retrieval

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Dataset card Data Studio Files Files and versions

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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 13 new columns ({'claim_id', 'claim', 'fc_lang', 'claimant', 'claim_lang', 'claim_date', 'claimant_norm', 'publisher_site', 'tweet_ids', 'review_date', 'publisher_name', 'fact_check_id', 'rating'}) and 1 missing columns ({'body'}).

This happened while the csv dataset builder was generating data using

hf://datasets/NaughtyConstrictor/fact-check-bureau/claim_reviews.csv (at revision 67e5bb9262ab2117032b6020e868ffbcc5cc292e)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: int64
              claim_id: int64
              fact_check_id: int64
              claim: string
              claimant: string
              claim_lang: string
              claim_date: string
              url: string
              title: string
              fc_lang: string
              publisher_name: string
              publisher_site: string
              review_date: string
              rating: string
              claimant_norm: string
              tweet_ids: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2130
              to
              {'id': Value(dtype='int64', id=None), 'url': Value(dtype='string', id=None), 'title': Value(dtype='string', id=None), 'body': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1534, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1155, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 13 new columns ({'claim_id', 'claim', 'fc_lang', 'claimant', 'claim_lang', 'claim_date', 'claimant_norm', 'publisher_site', 'tweet_ids', 'review_date', 'publisher_name', 'fact_check_id', 'rating'}) and 1 missing columns ({'body'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/NaughtyConstrictor/fact-check-bureau/claim_reviews.csv (at revision 67e5bb9262ab2117032b6020e868ffbcc5cc292e)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id int64	url string	title string
0	https://factcheck.afp.com/11-year-old-photo-gaza-not-recent-violence-indian-kashmir	This is an 11-year-old photo from Gaza, not from recent violence in Indian Kashmir
1	https://factcheck.afp.com/1977-death-sentence-against-philippine-opposition-figure-ninoy-aquino-was-widely-covered-press-and	The 1977 death sentence against Philippine opposition figure Ninoy Aquino was widely covered by the press and remains a documented historical event
2	https://factcheck.afp.com/1998-photo-shows-young-polio-patients-sierra-leone	This 1998 photo shows young polio patients in Sierra Leone
3	https://factcheck.afp.com/2005-picture-runway-dr-congo-not-nigeria	This is a 2005 picture of a runway in DR Congo, not Nigeria
4	https://factcheck.afp.com/2006-fine-against-california-fencing-company-resurfaces-misleading-meme	2006 fine against California fencing company resurfaces in misleading meme
5	https://factcheck.afp.com/2009-photo-actually-shows-journalist-who-was-injured-during-unrest-near-capital-colombo	The 2009 photo actually shows a journalist who was injured during unrest near the capital Colombo
6	https://factcheck.afp.com/2011-video-shows-rebels-during-libyas-war-not-boko-haram-fighters-nigeria	This 2011 video shows rebels during Libya's war, not Boko Haram fighters in Nigeria
7	https://factcheck.afp.com/2014-image-shows-protesters-burkina-faso-not-nigeria	This 2014 image shows protesters in Burkina Faso, not Nigeria
8	https://factcheck.afp.com/2015-photo-deadly-hajj-stampede-saudi-arabia	This is a 2015 photo of a deadly hajj stampede in Saudi Arabia
9	https://factcheck.afp.com/2016-photo-tank-toronto-resurfaces-amid-covid-19-outbreak	2016 photo of tank in Toronto resurfaces amid COVID-19 outbreak
10	https://factcheck.afp.com/2017-photo-cambodias-prime-minister-after-he-was-hospitalised-unrelated-health-condition	This is a 2017 photo of Cambodia's Prime Minister after he was hospitalised for an unrelated health condition
11	https://factcheck.afp.com/2017-photo-nawaz-sharif-reception-pakistan	This is a 2017 photo of Nawaz Sharif at a reception in Pakistan
12	https://factcheck.afp.com/2017-photo-shows-food-waste-australia-it-unrelated-covid-19-pandemic	This 2017 photo shows food waste in Australia -- it is unrelated to the COVID-19 pandemic
13	https://factcheck.afp.com/2017-video-shows-pakistani-politician-not-former-president-asif-ali-zardari	This 2017 video shows a Pakistani politician, not former President Asif Ali Zardari
14	https://factcheck.afp.com/2018-photo-child-hospital-damascus-syria	This is a 2018 photo of a child at a hospital in Damascus, Syria
15	https://factcheck.afp.com/2018-video-being-misrepresented-breaking-news-about-fatal-stabbing-restaurant	A 2018 video is being misrepresented as 'breaking news' about a fatal stabbing at a restaurant
16	https://factcheck.afp.com/2018-video-showing-mourners-policemans-funeral	This is a 2018 video showing mourners at a policeman’s funeral
17	https://factcheck.afp.com/2018-video-spain-has-been-manipulated-include-buddha-statue	This 2018 video from Spain has been manipulated to include a Buddha statue
18	https://factcheck.afp.com/2019-photo-has-been-doctored-include-covid-19-reference	This 2019 photo has been doctored to include a COVID-19 reference
19	https://factcheck.afp.com/2019-video-actually-shows-crocodile-flooded-street-india	This 2019 video actually shows a crocodile in a flooded street in India
20	https://factcheck.afp.com/2019-video-shows-chinese-military-expert-zhang-zhaozhong-dining-beijing	This 2019 video shows Chinese military expert Zhang Zhaozhong dining in Beijing
21	https://factcheck.afp.com/5g-deal-between-uk-and-chinese-tech-company-huawei-has-not-been-cancelled	5G deal between UK and Chinese tech company Huawei has not been cancelled
22	https://factcheck.afp.com/Australia-ABC-not-99-percent-funded-by-white-Australians	No, only 93 per cent of funding for Australia’s ABC comes from the government, and not all taxes are paid by white Australians
23	https://factcheck.afp.com/CassiniSaturn	This is an artist’s illustration of NASA spacecraft Cassini’s last image before it entered Saturn’s atmosphere
24	https://factcheck.afp.com/EastTimorCyclone	This photo shows former East Timorese president Xanana Gusmao visiting a cyclone-struck area in his country
25	https://factcheck.afp.com/aardvark-logo-covid-testing-trucks-mistaken-egyptian-god-death	Aardvark logo on COVID testing trucks mistaken for an Egyptian god of death
26	https://factcheck.afp.com/abortion-barbie-was-part-us-election-campaign-shes-not-sale	‘Abortion Barbie’ was part of a US election campaign. She’s not for sale
27	https://factcheck.afp.com/academic-was-appointed-indonesias-asian-cyber-university	This academic was appointed at Indonesia’s Asian Cyber University
28	https://factcheck.afp.com/access-facebook-remains-free-charge-company-says	Access to Facebook remains free of charge, company says
29	https://factcheck.afp.com/account-impersonating-ugandan-police-spokesman-spreads-baseless-claims-about-opposition-leader	Account impersonating Ugandan police spokesman spreads baseless claims about opposition leader
30	https://factcheck.afp.com/actor-and-evangelist-florida-preaching-kenya-not-jesus-african-tour	This is an actor and evangelist from Florida, preaching in Kenya -- not Jesus on an African tour
31	https://factcheck.afp.com/actually-2017-afp-image-which-shows-clearing-amazon-rainforest	This is actually a 2017 AFP image which shows a clearing in the Amazon rainforest
32	https://factcheck.afp.com/adding-stamp-will-not-expedite-us-mail-ballots-pre-paid-postage	Adding a stamp will not expedite US mail-in ballots with pre-paid postage
33	https://factcheck.afp.com/ads-feature-misleadingly-edited-clip-biden-tax-plan	Ads feature misleadingly edited clip on Biden tax plan
34	https://factcheck.afp.com/adult-trans-athlete-did-not-identify-teenager-play-basketball	Adult trans athlete did not identify as teenager to play basketball
35	https://factcheck.afp.com/afp-photo-2018-circulates-misleading-posts-about-unrest-nigerias-southeast-region	AFP photo from 2018 circulates in misleading posts about unrest in Nigeria’s southeast region
36	https://factcheck.afp.com/afp-photo-2018-world-cup-celebrations-shared-online-alongside-false-claim-about-covid-19-protest	AFP photo of 2018 World Cup celebrations shared online alongside false claim about Covid-19 protest in Paris
37	https://factcheck.afp.com/afp-photo-actually-shows-container-filled-rubbish-indonesia	This AFP photo actually shows a container filled with rubbish in Indonesia
38	https://factcheck.afp.com/afp-photo-aung-san-suu-kyi-attending-funeral-2017	This is an AFP photo of Aung San Suu Kyi attending a funeral in 2017
39	https://factcheck.afp.com/afp-photo-detained-thai-protesters-2004-recirculates-misleading-posts-about-myanmar-muslims	AFP photo of detained Thai protesters in 2004 recirculates in misleading posts about 'Myanmar Muslims'
40	https://factcheck.afp.com/afp-photo-indian-migrant-workers-leaving-delhi-falsely-circulated-myanmar-people-fleeing-thailand	AFP photo of Indian migrant workers leaving Delhi falsely circulated as 'Myanmar people fleeing to Thailand after coronavirus outbreak'
41	https://factcheck.afp.com/afp-photo-policeman-threatening-child-baton-during-clashes-bangladesh-2010	This is an AFP photo of a policeman threatening a child with a baton during clashes in Bangladesh in 2010
42	https://factcheck.afp.com/afp-photo-shot-2006-during-unrelated-incident	This is an AFP photo shot in 2006 during an unrelated incident
43	https://factcheck.afp.com/afp-photo-showing-aftermath-taliban-attack-pakistan-2014	This is an AFP photo showing the aftermath of a Taliban attack in Pakistan in 2014
44	https://factcheck.afp.com/afp-photo-taken-during-anti-citizenship-law-protests-lucknow-india-december-2019	This is an AFP photo taken during anti-citizenship law protests in Lucknow, India in December 2019
45	https://factcheck.afp.com/after-50-cent-backs-trump-republicans-share-rappers-doctored-image	After 50 Cent backs Trump, Republicans share rappers' doctored image
46	https://factcheck.afp.com/after-trump-loss-us-vote-conspiracy-theory-shifts-myanmar	After Trump loss, US vote conspiracy theory shifts to Myanmar
47	https://factcheck.afp.com/again-nigerias-okonjo-iweala-has-not-yet-been-appointed-head-wto	Again, Nigeria’s Okonjo-Iweala has not yet been appointed head of WTO
48	https://factcheck.afp.com/age-consent-not-lowered-biden-administration	Age of consent not lowered by Biden administration
49	https://factcheck.afp.com/airport-worker-hawaii-not-south-african-airways-baggage-handler	This is an airport worker in Hawaii, not a South African Airways baggage handler
50	https://factcheck.afp.com/albertas-health-laws-used-make-misleading-claims-about-mandatory-vaccination-during-covid-19	Alberta’s health laws used to make misleading claims about mandatory vaccination during Covid-19 pandemic
51	https://factcheck.afp.com/all-grades-south-africa-are-scheduled-complete-school-year-not-repeat-it	All grades in South Africa are scheduled to complete the school year, not repeat it
52	https://factcheck.afp.com/alleged-pictures-kobe-bryants-body-show-halloween-props	Alleged pictures of Kobe Bryant’s body show Halloween props
53	https://factcheck.afp.com/alleged-tweet-nigerian-opposition-party-vowing-not-steal-again-hoax	Alleged tweet by Nigerian opposition party vowing not to steal again is a hoax
54	https://factcheck.afp.com/altered-image-hitler-used-criticize-trump	Altered image of Hitler used to criticize Trump
55	https://factcheck.afp.com/altered-image-originally-showed-city-mayors-businessman-not-communist-leader	This altered image originally showed city mayors with a businessman, not a communist leader
56	https://factcheck.afp.com/altered-image-shows-obama-posing-pro-cannabis-sign	Altered image shows Obama posing with pro-cannabis sign
57	https://factcheck.afp.com/altered-photo-does-not-show-arrest-ethiopias-former-head-intelligence	This altered photo does not show the arrest of Ethiopia’s former head of intelligence
58	https://factcheck.afp.com/altered-video-aims-portray-biden-confused-about-his-location	Altered video aims to portray Biden as confused about his location
59	https://factcheck.afp.com/aluminum-levels-vaccines-infants-are-safe	Aluminum levels in vaccines for infants are safe
60	https://factcheck.afp.com/amen-hebrew-not-egyptian-origin	‘Amen’ is of Hebrew, not Egyptian, origin
61	https://factcheck.afp.com/american-red-cross-accepts-plasma-donations-covid-19-vaccine-recipients	American Red Cross accepts plasma donations from Covid-19 vaccine recipients
62	https://factcheck.afp.com/american-shoppers-targeted-sex-trafficking-hoax-online	American shoppers targeted by sex trafficking hoax online
63	https://factcheck.afp.com/animation-created-special-effects-artist-it-does-not-show-real-apple-vehicle	This is an animation created by a special effects artist -- it does not show a real Apple vehicle
64	https://factcheck.afp.com/another-video-us-doctor-spreads-covid-19-vaccine-misinformation	In another video, US doctor spreads Covid-19 vaccine misinformation
65	https://factcheck.afp.com/anthony-fauci-not-married-ghislaine-maxwells-sister	Anthony Fauci is not married to Ghislaine Maxwell’s sister
66	https://factcheck.afp.com/anti-lockdown-group-promotes-misleading-claims-about-face-masks-fact-check	Anti-lockdown group promotes misleading claims about face masks as 'fact check'
67	https://factcheck.afp.com/anti-malaria-drug-has-proven-effective-treating-coronavirus-has-not-cured-12552-patients	Anti-malaria drug has proven effective in treating coronavirus but has not cured 12,552 patients
68	https://factcheck.afp.com/anti-vaccine-video-falsely-claims-expose-purported-bill-gates-plan-depopulate-africa	Anti-vaccine video falsely claims to expose a purported Bill Gates plan to depopulate Africa
69	https://factcheck.afp.com/anti-vaxxer-messages-circulate-online-sri-lanka-island-nation-prepares-coronavirus-vaccination-drive	Anti-vaxxer messages circulate online in Sri Lanka as island nation prepares for coronavirus vaccination drive
70	https://factcheck.afp.com/anti-vaxxers-testimony-lawmakers-recites-covid-19-misinformation	Anti-vaxxer's testimony to lawmakers recites Covid-19 misinformation
71	https://factcheck.afp.com/arizona-parents-did-not-oust-school-board-over-mask-mandate	Arizona parents did not oust school board over mask mandate
72	https://factcheck.afp.com/arnold-schwarzenegger-did-not-sleep-street-after-being-rejected-hotel	Arnold Schwarzenegger did not sleep on the street after being rejected by a hotel
73	https://factcheck.afp.com/article-about-hong-kong-police-has-been-doctored-south-korea-said-claim-was-fake	This article about the Hong Kong police has been doctored; South Korea said the claim was 'fake'
74	https://factcheck.afp.com/article-about-trans-species-man-who-identifies-deer-originated-satirical-website	Article about ‘trans species man who identifies as a deer’ originated from a satirical website
75	https://factcheck.afp.com/article-headline-misleads-study-covid-19-asymptomatic-transmission	Article headline misleads on study into Covid-19 asymptomatic transmission
76	https://factcheck.afp.com/article-misleads-mercks-decision-drop-covid-19-vaccines	Article misleads on Merck’s decision to drop Covid-19 vaccines
77	https://factcheck.afp.com/article-misrepresents-cdc-study-mask-mandate-effectiveness	Article misrepresents CDC study on mask mandate effectiveness
78	https://factcheck.afp.com/article-misrepresents-us-data-deaths-after-vaccinations	Article misrepresents US data on deaths after vaccinations
79	https://factcheck.afp.com/article-shared-thousands-times-uses-false-clickbait-headline	Article shared thousands of times uses false clickbait headline
80	https://factcheck.afp.com/assault-man-accused-attempted-kidnapping-took-place-different-south-african-city-2019	Assault of man accused of attempted kidnapping took place in different South African city in 2019
81	https://factcheck.afp.com/associated-press-photo-shows-russian-military-campaign-chechnya-2000	This Associated Press photo shows a Russian military campaign in Chechnya in 2000
82	https://factcheck.afp.com/astrazeneca-rejects-rumours-it-planning-sue-south-korean-media	AstraZeneca rejects rumours it is planning to sue South Korean media
83	https://factcheck.afp.com/atiku-says-statement-claiming-he-planning-huge-street-protest-was-made-mischief-makers-0	Atiku says statement claiming he is planning a huge street protest was made up by ‘mischief makers’
84	https://factcheck.afp.com/atm-robbery-using-digger-took-place-northern-ireland-not-south-africa	This ATM robbery using a digger took place in Northern Ireland, not South Africa
85	https://factcheck.afp.com/audio-track-video-about-philippines-anti-terror-law-has-been-doctored	The audio track in this video about the Philippines’ anti-terror law has been doctored
86	https://factcheck.afp.com/australia-worlds-biggest-hoax	Australia: World's biggest hoax? \| Fact Check
87	https://factcheck.afp.com/australian-authorities-and-supermarket-chain-woolworths-said-coupon-offer-was-scam	Australian authorities and supermarket chain Woolworths said the coupon offer was a scam
88	https://factcheck.afp.com/australian-bushfires-animals-take-refuge-wombat-burrows-usually-uninvited-experts-say	Australian bushfires: animals that take refuge in wombat burrows usually uninvited, experts say
89	https://factcheck.afp.com/australian-bushfires-disinformation-spreads-about-greens-party-policy-backburning	Australian bushfires: disinformation spreads about Greens party policy on backburning
90	https://factcheck.afp.com/australian-bushfires-government-refutes-misleading-claims-social-media-orphaned-joeys-will-be	Australian bushfires: government refutes misleading claims on social media that orphaned joeys will be euthanised
91	https://factcheck.afp.com/australian-bushfires-misinformation-circulates-about-how-firefighters-respond-ribbons-hung-outside	Australian bushfires: misinformation circulates about how firefighters respond to ribbons hung outside homes
92	https://factcheck.afp.com/australian-food-authority-says-bun-spice-essence-hot-cross-buns-safe-consume	Australian food authority says bun spice essence in hot cross buns is safe to consume
93	https://factcheck.afp.com/australian-government-document-misrepresented-posts-about-covid-19-vaccines	Australian government document misrepresented in posts about Covid-19 vaccines
94	https://factcheck.afp.com/australian-health-authorities-dismiss-hoax-claim-about-rescue-packs-vulnerable-patients	Australian health authorities dismiss hoax claim about 'rescue packs' for vulnerable patients
95	https://factcheck.afp.com/australian-health-authorities-refute-hoax-about-free-home-checks-suspected-covid-19-cases	Australian health authorities refute hoax about 'free home checks' for suspected COVID-19 cases
96	https://factcheck.afp.com/australian-health-officials-dismiss-hoax-report-about-new-novel-coronavirus-case-outside-sydney	Australian health officials dismiss hoax report about new novel coronavirus case outside Sydney
97	https://factcheck.afp.com/australian-officials-dismiss-hoax-report-coronavirus-exposure-doctors-surgery-new-south-wales-town	Australian officials dismiss hoax report of coronavirus exposure at doctor's surgery in New South Wales town
98	https://factcheck.afp.com/australian-petrol-station-where-photo-was-taken-said-its-bottled-water-was-wrongly-priced-due-human	The Australian petrol station where this photo was taken said its bottled water was wrongly priced due to 'human error'
99	https://factcheck.afp.com/australias-department-health-did-not-issue-warning-using-petrol-pumps-can-spread-covid-19	Australia's Department of Health did not issue a warning that 'using petrol pumps can spread COVID-19'

End of preview.

Fact-Check Retrieval Dataset

This dataset is designed to support the development and evaluation of fact-check retrieval pipelines. It is structured to work with FactCheckBureau, a tool for designing and evaluating fact-check retrieval pipelines. The dataset comprises a list of claims, fact-check articles, and precomputed embeddings for English and French fact-checks.

Dataset Structure

The dataset consists of the following files and directories:

articles.csv: Contains titles and URLs of fact-check articles. (Note: The body column is currently empty; users must scrape or collect the article content themselves using the provided URLs.)
claims.csv: Contains a list of claims that have been fact-checked.
claim_reviews.csv: Contains (claim, fact-check-article) pairs, along with metadata such as review date, publisher, and rating.
embeddings/: Directory containing precomputed embeddings for English and French fact-checks.
- English.pt: Embeddings for English fact-checks, generated using the sentence-transformers/all-mpnet-base-v2 model.
- French.pt: Embeddings for French fact-checks, generated using the sentence-transformers/paraphrase-multilingual-mpnet-base-v2 model.
index/: Directory containing the IDs corresponding to English and French fact-checks.
full_dataset/: Directory containing the full dataset that we have collected, which includes:
- claims.csv: Complete list of claims that have been fact-checked.
- articles.csv: Complete list of fact-check articles, containing titles and URLs. (Note: The users will need to collect the article contents themselves.)
- claim_reviews.csv: Full set of (claim, fact-check-article) pairs, with a total of 230,000 pairs. This is the comprehensive Claim Reviews data that has been collected.

Usage

The files outside of the full_dataset/ directory are specifically curated for conducting experiments and developing the FactCheckBureau application. These files include the necessary embeddings and BM25 objects (fact-check-bureau) to facilitate the development and evaluation of fact-check retrieval pipelines.

The full_dataset/ directory contains the entire set of data collected, including all claims and fact-check articles. Users can utilize this larger dataset for extensive analysis, research, and further development.

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NaughtyConstrictor/fact-check-bureau

Updated Aug 9, 2024