NaughtyConstrictor/fact-check-bureau
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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 | body
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: Thebodycolumn 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 thesentence-transformers/all-mpnet-base-v2model.French.pt: Embeddings for French fact-checks, generated using thesentence-transformers/paraphrase-multilingual-mpnet-base-v2model.
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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