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CompassioninMachineLearning
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paw-wikipedia-attribution

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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 2 new columns ({'type', 'query'}) and 4 missing columns ({'page', 'text', 'section_name', 'is_paw_edit'}).

This happened while the csv dataset builder was generating data using

hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution/queries.csv (at revision 87dc28f67c90c65625067c4f883e9b9715eb5733), [/tmp/hf-datasets-cache/medium/datasets/96199535546944-config-parquet-and-info-CompassioninMachineLearni-8bd06dcf/hub/datasets--CompassioninMachineLearning--paw-wikipedia-attribution/snapshots/87dc28f67c90c65625067c4f883e9b9715eb5733/paw_edits.csv (origin=hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution@87dc28f67c90c65625067c4f883e9b9715eb5733/paw_edits.csv), /tmp/hf-datasets-cache/medium/datasets/96199535546944-config-parquet-and-info-CompassioninMachineLearni-8bd06dcf/hub/datasets--CompassioninMachineLearning--paw-wikipedia-attribution/snapshots/87dc28f67c90c65625067c4f883e9b9715eb5733/queries.csv (origin=hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution@87dc28f67c90c65625067c4f883e9b9715eb5733/queries.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1893, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              query: string
              type: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 479
              to
              {'text': Value('string'), 'page': Value('string'), 'section_name': Value('string'), 'is_paw_edit': Value('bool')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1895, 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 2 new columns ({'type', 'query'}) and 4 missing columns ({'page', 'text', 'section_name', 'is_paw_edit'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution/queries.csv (at revision 87dc28f67c90c65625067c4f883e9b9715eb5733), [/tmp/hf-datasets-cache/medium/datasets/96199535546944-config-parquet-and-info-CompassioninMachineLearni-8bd06dcf/hub/datasets--CompassioninMachineLearning--paw-wikipedia-attribution/snapshots/87dc28f67c90c65625067c4f883e9b9715eb5733/paw_edits.csv (origin=hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution@87dc28f67c90c65625067c4f883e9b9715eb5733/paw_edits.csv), /tmp/hf-datasets-cache/medium/datasets/96199535546944-config-parquet-and-info-CompassioninMachineLearni-8bd06dcf/hub/datasets--CompassioninMachineLearning--paw-wikipedia-attribution/snapshots/87dc28f67c90c65625067c4f883e9b9715eb5733/queries.csv (origin=hf://datasets/CompassioninMachineLearning/paw-wikipedia-attribution@87dc28f67c90c65625067c4f883e9b9715eb5733/queries.csv)]
              
              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.

text string	page string	section_name string	is_paw_edit bool
On August 19, 2024, Couche-Tard announced it would buy Pittsburgh-based GetGo from Giant Eagle, greatly expanding Circle K's presence in Pennsylvania (all of its existing stores in that state are descended from Lawson's/Dairy Mart) and complimenting its existing stores in Ohio, Indiana, and West Virginia, and add to it...	Circle K	Circle K	true
Animal welfare In 2013, Papa John's announced plans to eliminate the use of gestation crates in its pork supply chain by 2022. In 2024, the animal protection organization Animal Equality criticized the company for continuing to source pork from producers using gestation crates. In 2016, the company committed to sourci...	Papa John's	Papa John's	true
In 2022, Hinson was one of 39 Republicans to vote for the Merger Filing Fee Modernization Act of 2022, an antitrust package that would crack down on corporations for anti-competitive behavior. Agriculture In 2023, in response to California's Proposition 12, Hinson introduced the Ending Agricultural Trade Suppression ...	Ashley Hinson	Ashley Hinson	true
Marshall has used his former occupation as an obstetrician/gynecologist as a credential in his expressions of opposition to abortion.Marshall, Roger: "OPINION: Kansas made a saddening choice on abortion. But our work for mothers and babies continues," August 4, 2022, USA Today, retrieved March 2, 2025Marshall, Roger: ...	Roger Marshall	Roger Marshall	true
In 2017, Ernst introduced legislation allowing states to block Planned Parenthood from receiving Title X grants or reimbursements for treating Medicaid patients, although Planned Parenthood clinics provide multiple family planning services and the funding does not go to abortions except in rare circumstances. Ernst sup...	Joni Ernst	Joni Ernst	true
Biggs is "opposed to all forms of elective abortion". He has argued in favor of abolishing the filibuster to make it easier to pass anti-abortion laws. He supported the 2022 overturning of Roe v. Wade, calling it "a major victory for the unborn". Agriculture Biggs opposes federal preemption of state and local laws regu...	Andy Biggs	Andy Biggs	true
Luna has said she favors abortion bans, and has called herself a "pro-life extremist". She has said her anti-abortion stance originates from having dissected a chicken egg in college and seeing the chick react to a scalpel blade: "God was using that opportunity to really wake me up." Agriculture In March 2024, Luna led...	Anna Paulina Luna	Anna Paulina Luna	true
On January 6, 2021, in a vote held after protestors stormed the U.S. Capitol, Carter voted against certifying the 2020 presidential election results in which Joe Biden defeated Donald Trump. Agriculture In 2023, Carter was among 16 House Republicans who signed a letter to the House Agriculture Committee opposing the in...	Buddy Carter	Buddy Carter	true
In January 2021, Donalds voted to object to the certification of electors from Arizona and Pennsylvania in the 2020 presidential election. Donalds has since claimed that Joe Biden was not the legitimate president of the United States, a claim he repeated in a Vanity Fair interview in July 2023. Agriculture In March 202...	Byron Donalds	Byron Donalds	true
Feinstein supported abortion rights during her Senate career. In 2003, she voted against the Partial-Birth Abortion Ban Act, a proposal to ban intact dilation and extraction, although the proposal eventually became law. After the Supreme Court overturned Roe v. Wade in 2022, Feinstein called for congressional action to...	Dianne Feinstein	Dianne Feinstein	true
thumb\|upright=0.9\|Feinstein during the 108thCongressWhen Feinstein first ran for statewide office in 1990, she supported capital punishment. In 2004, she called for the death penalty in the case of San Francisco police officer Isaac Espinoza, who was killed while on duty. By 2018, she opposed capital punishment. Energy...	Dianne Feinstein	Dianne Feinstein	true
On July 29, 2024, Waltz was announced as one of seven Republican members of a bipartisan task force investigating the attempted assassination of Donald Trump. Agriculture In October 2023, Waltz led a letter by 16 House Republicans to the House Committee on Agriculture opposing the inclusion of the Ending Agricultural T...	Mike Waltz	Mike Waltz	true
thumb\|Burchett with President Donald Trump in 2020 Agriculture In March 2024, Burchett was one of 10 House Republicans who signed a letter to the House Agriculture Committee opposing the inclusion of the Ending Agriculture Trade Suppression (EATS) Act in the 2024 farm bill. The EATS Act would have invalidated state and...	Tim Burchett	Tim Burchett	true
Kim's 2018 congressional platform included opposition to the Affordable Care Act, support for Deferred Action for Childhood Arrivals recipients, support for "the anti-sanctuary city stance taken by the County Board of Supervisors" and support for chain migration. NBC News reported that the issues important to Kim inclu...	Young Kim	Young Kim	true
When Roe v. Wade was overturned in June 2022, Padilla condemned the decision. Animal welfare Padilla is a supporter of California's farm animal welfare law Proposition 12, which prohibits the sale of pork, veal, and egg products in California if they were produced by animals confined in gestation crates, veal crates, o...	Alex Padilla	Alex Padilla	true
Padilla has been known for efforts to expand voting access. When he was appointed to the Senate in 2021, Newsom called him "a national defender of voting rights". Puerto Rico political status In November 2023, Padilla introduced legislation in the Senate to authorize a binding federally sponsored referendum, known as a...	Alex Padilla	Alex Padilla	true
After Biden was elected president, Sanders became the subject of speculation over a potential appointment as Labor Secretary, which was supported by several progressive groups, such as the Sunrise Movement. For his part, Sanders said that he would accept Biden's nomination if it was offered, but Boston mayor Marty Wals...	Bernie Sanders	Bernie Sanders	true
On May 3, 2023, Darden announced it was acquiring Ruth's Hospitality Group Inc. for $21.50 per share in an all-cash transaction, with an equity value of approximately $715 million. Ruth's Hospitality is the owner and operator of the Ruth's Chris Steak House chain. Animal welfare In 2016, Darden announced an animal welf...	Darden Restaurants	Darden Restaurants	true
Schrier was sworn into office on January 3, 2019, as the U.S. representative for Washington's 8th congressional district. During the 116th Congress, she served on the Committee on Education and Labor and Committee on Agriculture. During Donald Trump's administration, Schrier voted in line with the president's stated po...	Kim Schrier	Kim Schrier	true
Darden's management responded with a much shorter presentation two days later. Without going into specifics, it conceded most of Starboard's critique was valid and that the company was already responding to those issues. It defended the unlimited breadsticks policy as "convey[ing] Italian hospitality" and rebutted anot...	Olive Garden	Olive Garden	true
Animal welfare The Co-op has faced ongoing media scrutiny over animal welfare issues in its supply chain. In 2021, undercover footage from a salmon supplier revealed fish being improperly stunned, leading to many being killed while still conscious. Later that year, an investigation into chicken farms supplying the Co-...	Co-op Food	Co-op Food	true
Shake Shack's shakes have been reviewed as "some of the best in the industry". It also sells chicken burgers, fries, hot dogs, frozen custards, and beer and wine. In each new location, the beverage menu is customized to the local flavors of the city in which it operates. Their most famous product is the ShackBurger. Av...	Shake Shack	Shake Shack	true
As of the end of 2021, the Cheesecake Factory is open for business in Canada, USA, UAE, Kuwait, Saudi Arabia, Qatar, Bahrain, Mexico, the Chinese Mainland, and the Special Administrative Regions of Hong Kong and Macau. Criticism and controversy Animal welfare In 2012, the Cheesecake Factory committed to eliminate the u...	The Cheesecake Factory	The Cheesecake Factory	true
Blumenfield was elected to the Los Angeles City Council in March 2013. He represents the 3rd Council District, which spans the northwest portion of Los Angeles in the San Fernando Valley, including the communities of Canoga Park, Reseda, Tarzana, Winnetka and Woodland Hills. In September 2018, Blumenfield proposed an o...	Bob Blumenfield	Bob Blumenfield	true
In April 2015, Garcetti released a long-range plan for making the city more economically and environmentally sustainable. In February 2019, Garcetti signed an ordinance supported by environmental and animal rights activists banning the sale and manufacture of new fur products in Los Angeles. At the time, Los Angeles wa...	Eric Garcetti	Eric Garcetti	true
After serving seven years on the Glendale City Council, including a term as the mayor of Glendale, Laura Friedman was elected to the California State Assembly in 2016. During her first term in office, Laura authored a package of bills to establish landmark water efficiency standards, strengthen environmental sustainabi...	Laura Friedman	Laura Friedman	true
During Bennett's tenure in the state house he served on the Budget, Education, Elections, Privacy and Consumer Protection, Rules, and Water, Parks, and Wildlife committees. In 2024, Bennett authored legislation to prohibit the commercial farming of octopuses in California, citing ethical concerns around octopus sentien...	Steve Bennett (California politician)	Steve Bennett (California politician)	true
In April 2019, Whitehouse was one of 12 senators to sign a bipartisan letter to top senators on the Appropriations Subcommittee on Energy and Water Development advocating that the Energy Department be granted maximum funding for carbon capture, utilization and storage (CCUS), arguing that American job growth could be s...	Sheldon Whitehouse	Sheldon Whitehouse	true
Strom finished second in the August primary, defeating three other Democratic candidates. In the November election, Strom defeated McPheeters with over 60% of the vote Peterson sponsored legislation banning assault weapons, which passed the house in March 2023. In 2024, Peterson authored legislation preemptively banni...	Strom Peterson	Strom Peterson	true
In 2023, Inslee praised the Washington House of Representatives' passage of a bill banning assault weapons. In 2023, several conservative organizations sued the Washington state government over SB5599, a bill Inslee signed into law that permits youth shelters to notify state authorities instead of parents when a minor ...	Jay Inslee	Jay Inslee	true
Animal rights In 2021, Paul and Senator Cory Booker co-sponsored the FDA Modernization Act 2.0, which eliminated the requirement that pharmaceuticals in development use animal testing before commencing human trials. Paul stated that the bill would help "end the needless suffering and death of animal test subjects" and...	Rand Paul	Rand Paul	true
Xosé Luís Méndez Ferrín - Writer and philologist Oscar Horta - moral philosopher and animal rights activist Gonzalo Torrente Ballester - Writer and philosopher (1910–1999)	University of Santiago de Compostela	University of Santiago de Compostela	true
Meat advertisement ban In September 2022, the Haarlem municipal council adopted an ordinance prohibiting advertisements for meat and fossil fuels in public spaces because of their climate impact. The ordinance took effect in 2024, making Haarlem the first city in the world to ban such advertisements. Twin cities	Haarlem	Haarlem	true
On February 5, 2022, Murkowski joined Arkansas Governor Asa Hutchinson in condemning the Republican National Committee's censure of Representatives Adam Kinzinger and Liz Cheney for supporting and participating in the Select Committee of the U.S. House that was tasked with investigating the January 6 United States Capi...	Lisa Murkowski	Lisa Murkowski	true
In 2021, Brookline banned the sale of tobacco and e-cigarettes to anyone born after January 1, 2000, in Article 8.23 of the town bylaws, expanding on Massachusetts' existing prohibition on the sale of tobacco products to anyone under the age of 21. In March 2023, the Massachusetts Supreme Judicial Court upheld the byla...	Brookline, Massachusetts	Brookline, Massachusetts	true
One of Ed Gainey's key policies is on climate change and environmental issues. Gainey has pledged to pass a lead ordinance, not privatize PWSA, and work with environmentalists to develop a plan to address climate change. Other policy areas he plans to address are transit and land use. Gainey has said that he will advoc...	Ed Gainey	Ed Gainey	true
Political positions Agriculture In September 2024, Newhouse led a letter by 11 House Republicans calling on Director of National Intelligence Avril Haines to conduct an analysis of Chinese biotechnology development, including in cultivated meat, and issue recommendations for the United States to promote innovation in t...	Dan Newhouse	Dan Newhouse	true
Animal welfare In August 2023, Lawler was a signatory on a letter to the House Agriculture Committee opposing the Ending Agricultural Trade Suppression (EATS) Act, which would have overturned state and local animal welfare laws, including California's Proposition 12 and other rules restricting the sale of animal produ...	Mike Lawler	Mike Lawler	true
Deutch voted with President Joe Biden's stated position 100% of the time in the 117th Congress, according to a FiveThirtyEight analysis. Animal welfare Along with Representative Vern Buchanan, Deutch authored the Preventing Animal Cruelty and Torture (PACT) Act, which made malicious animal cruelty a federal felony and ...	Ted Deutch	Ted Deutch	true
Beyer voted to provide Israel with support following 2023 Hamas attack on Israel. He declined to vote in favor of a resolution declaring anti-Zionism a form of antisemitism, instead voting present. In October 2023, Beyer introduced legislation to prohibit the trade of donkey-hide gelatin, or ejiao, due to animal welfar...	Don Beyer	Don Beyer	true
Williamson has shared her belief that it is good to expand women's understanding of alternatives; however, eradicating or limiting women's options would not reduce the number of terminations sought. Instead, it would result in wealthier women having access to safe abortions while poorer women face risks to their health...	Marianne Williamson	Marianne Williamson	true
He also serves on the Gateway Cities Caucus and the Portuguese-American Caucus. In 2025, Hendricks introduced legislation to prohibit the commercial farming of octopuses and the sale of farmed octopus in Massachusetts, citing concerns about octopus intelligence and animal rights. See also	Christopher Hendricks	Christopher Hendricks	true
Following the election and swearing in of State Senator Donald Norcross to the United States House of Representatives in 2014, the Democratic committees of Camden and Gloucester counties (the two counties within the 5th district) appointed Cruz-Perez to the vacant Senate seat. She will serve until a special election in...	Nilsa Cruz-Perez	Nilsa Cruz-Perez	true
Raised in Greensboro, North Carolina, Harrison earned a bachelor's degree from Duke University and a Juris Doctor from the University of North Carolina at Chapel Hill. Prior to joining the NC House of Representatives, she worked as a civil litigator and communications law attorney. A noted civic leader, she has served ...	Pricey Harrison	Pricey Harrison	true
In November 2019, Hudson announced his candidacy for the 49th district in the Oregon House of Representatives. Hudson did not face an opponent in the Democratic primary and defeated Republican nominee Greg Johnson in the November general election. Political positions In January 2025, Hudson introduced legislation to ...	Zach Hudson	Zach Hudson	true
In 2014 Titus received a 100% rating from Planned Parenthood for opposing a nationwide abortion ban after 20 weeks and supporting abortion access in the District of Columbia and through the Patient Protection and Affordable Care Act. Agriculture Titus supports reforms to agricultural commodity checkoff programs. She ha...	Dina Titus	Dina Titus	true
Joe Gresko is an American Democratic Party politician currently serving as a member of the Connecticut House of Representatives from the 121st district, which includes part of Stratford, since 2016. Gresko was first elected in a 2016 special election to replace former representative Terry Backer after previously being ...	Joe Gresko	Joe Gresko	true
Schiff was sworn in on December 9, 2024, as a junior U.S. senator in the 118th United States Congress. Food and agriculture A member of the Senate Agriculture Committee, Schiff led a July 2025 letter signed by 32 Democratic senators urging committee leadership to exclude any provisions in the upcoming farm bill that wo...	Adam Schiff	Adam Schiff	true
Parshley focused her campaign on helping the middle class, expanding affordable housing, and extending healthcare protection. She was endorsed by Bateman as well as Olympia Mayor Dontae Payne. In the general election, Parshley defeated Locke by 65.2% to Locke's 34.8%. Although able to serve on the Olympia city council ...	Lisa Parshley	Lisa Parshley	true
Animal welfare In 2016, Ahold Delhaize USA stated that it would stop sourcing eggs from hens confined in battery cages and pork from crated pigs by the end of 2025. In December 2024, it extended the target dates, aiming for 70% cage-free egg sales by the end of 2030 and 100% by the end of 2032, and 100% crate-free por...	Ahold Delhaize	Ahold Delhaize	true
Animal welfare Iceland has faced criticism for reversing key animal welfare commitments. In 2024, Iceland abandoned its 2016 pledge to source only cage-free whole eggs by 2025, becoming the first major UK retailer to do so. The change, made without a formal announcement, drew condemnation from animal welfare organisat...	Iceland (supermarket)	Iceland (supermarket)	true
In May 2023, undercover footage taken by Joey Carbstrong at a Pilgrim's Pride pig slaughterhouse in the United Kingdom was released. The video shows pigs being lowered into carbon dioxide to stun the animals prior to being slaughtered. The investigation showed that many pigs remain conscious throughout the process. Cam...	Pilgrim's Pride	Pilgrim's Pride	true
In January 2011, the DOE began a pilot program called Connecting Adolescents to Comprehensive Health (CATCH) that offers some reproductive health services to students in grades 9–12. Services include providing access to birth control such as condoms, emergency contraceptives, and birth control pills. Starting with 13 h...	New York City Department of Education	New York City Department of Education	true
Environmentally harmful projects Some NGOs have criticized the EBRD for financing projects they consider to be environmentally and socially harmful. Although it has increased its investments in energy efficiency and sustainable energy in recent years, the NGOs say the bank diminishes the impacts of green investments b...	European Bank for Reconstruction and Development	European Bank for Reconstruction and Development	true
In May 2022, the United States House Select Oversight Subcommittee on the Coronavirus Crisis released a report detailing the relationship between the Trump administration and the meat packing industry during the COVID-19 pandemic. The report describes the CEO of JBS (along with the CEOs of Tyson and Smithfield) asking ...	JBS USA	JBS USA	true
Shortly after assuming office, Horvath authored a proclamation of local emergency for homelessness in Los Angeles County. In February 2024, Horvath co-authored a motion with Hilda Solis to require county departments to prioritize plant-based food procurement by default when signing new foodservice contracts. In Januar...	Lindsey Horvath	Lindsey Horvath	true
Hurricane Wilma struck Boynton Beach on October 24, 2005, causing widespread damage to homes and businesses. In 2006, the city government authorized the demolition of the historic Seaboard rail station, which had survived intact in private hands since passenger service to the station halted in 1971. In September 2021, ...	Boynton Beach, Florida	Boynton Beach, Florida	true
In 2020, the United Kingdom received a B out of possible grades A-G on World Animal Protection's Animal Protection Index. The UK scores relatively high (B) on protecting pets and zoo animals, and low (D) for animals used in farming or recreational purposes (e.g. horse/greyhound racing). Many UK animal welfare standards...	Animal welfare in the United Kingdom	Animal welfare in the United Kingdom	true
For six years, Pocan sat on the Joint Finance Committee, including a term as co-chair. He also took on a leading role among Assembly Democrats, running caucus campaign efforts in 2008 when Democrats went from five seats down to retaking the majority for the first time in 14 years. Pocan is one of the few progressive De...	Mark Pocan	Mark Pocan	true
Tenure In January 2020, Pocan endorsed Senator Bernie Sanders for president. On July 19, 2024, he called for Joe Biden to withdraw from the 2024 United States presidential election. In July 2024, in protest of the Gaza-Israel conflict, Pocan chose not to attend Prime Minister Benjamin Netanyahu's address to Congress. O...	Mark Pocan	Mark Pocan	true
thumb\|Pocan in July 2018 Pocan identifies as a progressive Democrat. He is a member of organizations including Wisconsin Citizens Action, the American Civil Liberties Union, Fair Wisconsin and Midwest Progressive Elected Officials Network. Budget Pocan supports decreasing U.S. military spending. Pocan, Pramila Jayapal ...	Mark Pocan	Mark Pocan	true
In April 2019, after the House passed the resolution withdrawing American support for the Saudi-led coalition in Yemen, Pocan was one of nine lawmakers to sign a letter to President Trump requesting a meeting with him and urging him to sign "Senate Joint Resolution 7, which invokes the War Powers Act of 1973 to end una...	Mark Pocan	Mark Pocan	true
In 2022, Solis signed a letter, along with her four supervisorial colleagues, to California Gov. Gavin Newsom requesting the phase out of the dangerous chemical Modified Hydrofluoric Acid (liable to cause a mass-casualty event in the case of a breach of its containment unit) at refineries where it remains in use rather...	Hilda Solis	Hilda Solis	true
Secretary of State for the Environment, Food and Rural Affairs Prior to the 2024 general election, Reed stated that a Labour government would oversee "the biggest boost in animal welfare in a generation", including a ban on trail hunting, puppy farming, and snare traps, an end to animal testing and the badger cull, an...	Steve Reed (politician)	Steve Reed (politician)	true
Policy Animal welfare The government introduced measures in January 2025 to ban the confinement of egg-laying hens in battery cages by 2029 and prohibit the castration of piglets without anesthetic by 2026. The National Assembly endorsed the measures in July 2025, overriding the veto of the National Council. Foreign p...	15th Government of Slovenia	15th Government of Slovenia	true
Mateja Čalušić holds a bachelor degree in applied science in agriculture from the biotechnical faculty of the University of Ljubljana. Political career After the 2022 Slovenian parliamentary election, Čalušić became a member of the National Assembly for the political party Freedom Movement and was vice president of the...	Mateja Čalušić	Mateja Čalušić	true
, HHC is the largest municipal healthcare system in the United States with $10.9 billion in annual revenues, Accessed October 12, 2022. serving 1.4 million patients, including more than 475,000 uninsured city residents, providing services interpreted in more than 190 languages. In 2022, HHC revised its food procuremen...	NYC Health + Hospitals	NYC Health + Hospitals	true
In 2008, the state turned control over OUSD back to the city. The local school board hired an interim superintendent, Roberta Mayor, in July 2008 while the school board undertook a year-long search for a permanent leader. Anthony "Tony" Smith was hired in July 2009 as the district's permanent superintendent. Smith resi...	Oakland Unified School District	Oakland Unified School District	true
Pat Buchanan announced his campaign in February 1995. The Christian Science Monitor wrote that he "has highlighted an ideological schism within the GOP at a time when the party would rather be closing ranks to defeat President Clinton." He used "blunt, memorable" populist and nativist language and divided the right win...	Pat Buchanan 1996 presidential campaign	Pat Buchanan 1996 presidential campaign	true
Jensen was elected into parliament in the 2005 election, and reelected in the 2007, 2011, 2015 and 2019 elections. Jensen was appointed Minister for Food, Agriculture and Fisheries in the Frederiksen II Cabinet on 15 December 2022. In October 2023, he launched the Danish Action Plan for Plant-Based Foods, which provide...	Jacob Jensen (politician)	Jacob Jensen (politician)	true
In December 2020, DeFazio helped pass the bipartisan Water Resources Development Act of 2020. This legislation included a measure he fought for for decades which would allow Congress to appropriate any funds collected from the Harbor Maintenance Trust Fund for authorized harbor maintenance needs. This unlocked billions...	Peter DeFazio	Peter DeFazio	true
thumb\|right\|Poage working the ground in the Botanical Center of Washington, DC on May 6, 1937. In 1936, Poage was elected to the House of Representatives. He was later diagnosed with Ménière's disease, which eventually left him deaf in one ear. In the House, he supported acts designed to help the rural residents of his...	William R. Poage	William R. Poage	true
In June 2023, Jumbo announced that they would end the sponsorship deals with Verstappen and Team Jumbo-Visma after the current season. While the sponsorship for Team Jumbo-Visma will end in 2024, the company will be open for an early departure if the team is able to secure a new major sponsor. Jumbo will also no longer...	Jumbo (supermarket)	Jumbo (supermarket)	true
The S Group has grown significantly in Finland in recent years, growing both organically and by acquisition. The S Group is a founding member of the Finnish trade association for plant-based foods, Pro Vege. In 2022, the S Group pledged that plant-based products would account for 65% of its food sales by 2030. In 2023,...	S Group	S Group	true
The AfDB's mission is to fight poverty and improve living conditions on the continent through promoting the investment of public and private capital in projects and programs that are likely to contribute to the economic and social development of the region.Retrieved on 2012, November 15 from The AfDB has also supporte...	African Development Bank	African Development Bank	true
Sustainability Since 2009, the IFC has set development goals to expand sustainable agriculture, improve healthcare and education, increase access to microfinance, advance infrastructure, support small business growth, and invest in climate-related projects. The IFC Sustainability Framework outlines IFC's approach to su...	International Finance Corporation	International Finance Corporation	true
A 4-degree warmer world can, and must be, avoided—we need to hold warming below 2 degrees ... Lack of action on climate change threatens to make the world our children inherit a completely different world than we are living in today. Climate change is one of the single biggest challenges facing development, and we need...	World Bank Group	World Bank Group	true
In 2017 Espinal introduced and passed a bill calling for the full repeal of the New York City Cabaret Law, a regulation introduced in 1926 and often called racist, homophobic and authoritarian by its opponents. He soon after passed legislation creating the nation's first Office of Nightlife, a city agency dedicated to ...	Rafael Espinal	Rafael Espinal	true
Brian Ernest Blake (born August 26, 1960) is an American logger, forester, and politician who served as a member of the Washington House of Representatives, representing the 19th district from 2002 to 2021. He is a member of the Democratic Party. Career Blake served as chair of the House Agriculture and Natural Resourc...	Brian Blake	Brian Blake	true
Galgiani attended San Joaquin Delta College before receiving her Bachelor's degree from California State University, Sacramento. Prior to working in the Legislature, Galgiani spent eight years as a physical therapy aide at San Joaquin General Hospital and Dameron Hospital in San Joaquin County. Galgiani served as the c...	Cathleen Galgiani	Cathleen Galgiani	true
Galgiani was first elected to the State Senate after narrowly defeating Republican Assemblyman Bill Berryhill on November 6, 2012. In 2016, she won a second term, defeating Lodi Mayor Alan Nakanishi. In 2018 Galgiani ran to represent the 2nd district on the California Board of Equalization. She finished third in the pr...	Cathleen Galgiani	Cathleen Galgiani	true
In December 2024, Condé Nast announced additional layoffs specifically targeting top executives at the company. In October 2025, the company announced that it would no longer feature new animal fur in its editorial content or advertising. The decision followed a nine-month campaign against Condé Nast and its business p...	Condé Nast	Condé Nast	true
Animal welfare In 2014, Johnson and Council member Elizabeth Crowley introduced legislation to regulate the sale of pets in New York City, including bills to ban the sale of rabbits, require that pet shops spay or neuter dogs in their care, and ensure that known animal abusers are unable to obtain animals. The legislat...	Corey Johnson (politician)	Corey Johnson (politician)	true
In 2018, Watts ran for election to represent the 15th district in the Nevada Assembly to replace Elliot Anderson, who was not seeking re-election. He won a five-way Democratic primary with 45.7% of the vote, and won the general election with 66.5% of the vote. Watts served as chair of the Assembly Natural Resources Com...	Howard Watts III	Howard Watts III	true
Tenure In his first four years as a legislator, Huffman authored and passed more than 40 pieces of legislation. In 2008, he sponsored a bill (AB 2950), which he wrote with internet attorney Daniel Balsam, that aimed to close what its proponents characterized as loopholes in the CAN-SPAM Act that made it more difficult ...	Jared Huffman	Jared Huffman	true
Nutting was born in Lewiston, Maine and earned a B.S. degree in pre-veterinary sciences from the University of Maine in 1971. He is a retired dairy farmer in Leeds, Maine. Career Nutting served as Senate Chair of the legislature's Joint Committee on Agriculture, Conservation, and Forestry. In 2009, he authored legislat...	John Nutting (politician)	John Nutting (politician)	true
Between 2012 and 2019, Aldi's UK operations became "carbon neutral", with investments in solar, green energy, energy efficiency, and offsets reducing greenhouse gas emissions by 53% per square meter of sales floor. On 4 March 2020, Aldi announced that all its suppliers In January 2024, the company announced plans to e...	Aldi	Aldi	true
The company is headquartered in Cumbernauld, North Lanarkshire, with some head office functions operating out of Solihull and Yardley, Birmingham in the West Midlands. Animal welfare In 2016, Farmfoods committed to stop sourcing eggs from hens confined in colony cages by the end of 2025. In September 2025, it abandoned...	Farmfoods	Farmfoods	true
In 2016, she was selected as a Fellow in the National Academy of Inventors. Her induction ceremony took place on April 6, 2017, as part of the NAI's sixth annual convention at the John F. Kennedy Presidential Library and Museum in Boston. Meat industry consulting Before her nomination to the USDA in 2018, Brashears se...	Mindy Brashears	Mindy Brashears	true
In April 2024, The Guardian obtained footage of pigs from RSPCA Assured farms at a slaughterhouse being hit in the face by workers with a paddle before entering a gas chamber to die. The RSPCA reviewed the footage and said the hitting of any animals was completely unacceptable and they would launch an immediate investi...	Marks & Spencer	Marks & Spencer	true
The brand value of Albert Heijn was 866 million dollars in 2014, according to Trademark Office Interbrand. This put Albert Heijn in 26th place in the European brand values top 50. Sustainability In 2024, Albert Heign reported its methane emissions on its 2024 sustainability report, becoming the world's first retailer...	Albert Heijn	Albert Heijn	true
The New Zealand economy relies heavily on agriculture and many animal welfare issues involve the farming sector. Although New Zealand has high animal welfare standards, a 2016 report from the National Animal Welfare Advisory Committee, reviewing the use of farrowing crates on pig farms, found that the pork industry doe...	Animal welfare in New Zealand	Animal welfare in New Zealand	true
In 2010 Landcare Research prepared a paper for MAF Biosecurity New Zealand called How humane are our pest control tools? Various vertebrate toxic agents such as 1080, Brodifacoum, Cholecalciferol and so on, kill traps in mammal species, in-burrow rabbit control methods and leg hold traps, rotenone, alphachloralose and ...	Animal welfare in New Zealand	Animal welfare in New Zealand	true
On 10 December 2012, Countdown launched its first Countdown branded in-store pharmacy. On 3 November 2014, Countdown began selling low-cost travel and life insurance through a deal with insurance giant Cigna. On 1 August 2016, Countdown began its partnership with BP and Caltex through the AA Smartfuel programme to offe...	Countdown (supermarket)	Countdown (supermarket)	true
Animal welfare In 2022, Greggs signed the Better Chicken Commitment (BCC), which calls for the more ethical treatment and slaughter of farmed chickens. As of 2024, 86.6% of its chickens were reared with a stocking density of 30kg per square metre or less. Greggs aims to reach 100% by the end of 2025. In 2024, Greggs ...	Greggs	Greggs	true
In 1954, Griffiths was elected as a Democrat from Michigan's 17th congressional district to the 84th Congress and was subsequently re-elected to the nine following Congresses, serving from January 3, 1955, to December 31, 1974, in the U.S. House. She sat as a delegate at the Democratic National Convention in 1956 as we...	Martha Griffiths	Martha Griffiths	true
The weapons she deployed during her 10-term congressional career included implacable determination, a lawyer's grasp of procedural niceties, and a tongue like a blacksmith's rasp. Humane Slaughter Act In 1955, Griffiths introduced the first version of the federal Humane Slaughter Act alongside Senator Hubert Humphrey. ...	Martha Griffiths	Martha Griffiths	true
In 2023, New World launched its fifth sticker promotion. During this, customers would receive a sticker upon spending $20, which could be exchanged for products, which in 2023, was Masterchef branded cookware. Animal welfare In 2017, New World committed to source 100% cage-free eggs by 2027. Gallery	New World (supermarket)	New World (supermarket)	true
In March 2019, Gillibrand was one of 38 senators to sign a letter to U.S. Agriculture Secretary Sonny Perdue warning that dairy farmers "have continued to face market instability and are struggling to survive the fourth year of sustained low prices" and urging his department to "strongly encourage these farmers to cons...	Political positions of Kirsten Gillibrand	Political positions of Kirsten Gillibrand	true
In June 2019, Gillibrand and 18 other Democratic senators sent a letter to USDA Inspector General (IG) Phyllis K. Fong with the request that the IG investigate USDA instances of retaliation and political decision-making and asserted that not conducting an investigation would mean these "actions could be perceived as a ...	Political positions of Kirsten Gillibrand	Political positions of Kirsten Gillibrand	true

End of preview.

PAW Wikipedia Attribution Dataset

Data for the paper "Small edits, large models: How Wikipedia advocacy shapes LLM values" (Navas, Brazilek & Gnauck, 2026).

Files

paw_edits.csv (236 rows)

Wikipedia sections used in training data attribution experiments. Each row is a text chunk from Wikipedia.

Column	Description
`text`	The Wikipedia section text
`page`	Wikipedia article title
`section_name`	Section heading
`is_paw_edit`	Whether this section was added/edited by Pro-Animal Wikipedians

118 PAW-edited sections (animal welfare content added by advocacy editors) paired with 118 control sections from the same Wikipedia articles.

queries.csv (170 rows)

Queries used to measure training data influence.

Column	Description
`query`	The query text
`type`	`animal_welfare` (80 queries) or `general` (90 queries)

Animal welfare queries ask about animal welfare at specific companies/by specific politicians. General queries ask about the same entities without mentioning animal welfare.

Citation

@article{navas2026small,
  title={Small edits, large models: How Wikipedia advocacy shapes LLM values},
  author={Navas, M and Brazilek, J and Gnauck, A},
  year={2026}
}

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