Datasets:

tomasmajercik
/

flores-parquet

id int32 1 997	URL stringlengths 34 144	domain stringclasses 3 values	topic stringclasses 173 values	sentence stringlengths 28 297
1	https://en.wikinews.org/wiki/Scientists_say_new_medical_diagnostic_chip_can_sort_cells_anywhere_with_an_inkjet	wikinews	health	On Monday, scientists from the Stanford University School of Medicine announced the invention of a new diagnostic tool that can sort cells by type: a tiny printable chip that can be manufactured using standard inkjet printers for possibly about one U.S. cent each.
2	https://en.wikinews.org/wiki/Scientists_say_new_medical_diagnostic_chip_can_sort_cells_anywhere_with_an_inkjet	wikinews	health	Lead researchers say this may bring early detection of cancer, tuberculosis, HIV and malaria to patients in low-income countries, where the survival rates for illnesses such as breast cancer can be half those of richer countries.
3	https://en.wikinews.org/wiki/Fighter_jet_crashes_during_Children%27s_Day_airshow_in_Thailand	wikinews	accident	The JAS 39C Gripen crashed onto a runway at around 9:30 am local time (0230 UTC) and exploded, closing the airport to commercial flights.
4	https://en.wikinews.org/wiki/Fighter_jet_crashes_during_Children%27s_Day_airshow_in_Thailand	wikinews	accident	The pilot was identified as Squadron Leader Dilokrit Pattavee.
5	https://en.wikinews.org/wiki/Fighter_jet_crashes_during_Children%27s_Day_airshow_in_Thailand	wikinews	accident	Local media reports an airport fire vehicle rolled over while responding.
6	https://en.wikinews.org/wiki/Spanish_football:_Sevilla_signs_Aleix_Vidal_from_FC_Barcelona	wikinews	sports	28-year-old Vidal had joined Barça three seasons ago, from Sevilla.
7	https://en.wikinews.org/wiki/Spanish_football:_Sevilla_signs_Aleix_Vidal_from_FC_Barcelona	wikinews	sports	Since moving to the Catalan-capital, Vidal had played 49 games for the club.
8	https://en.wikinews.org/wiki/Thousands_march_in_London_calling_for_David_Cameron%27s_resignation_over_tax_affairs	wikinews	politics	The protest started around 11:00 local time (UTC+1) on Whitehall opposite the police-guarded entrance to Downing Street, the Prime Minister's official residence.
9	https://en.wikinews.org/wiki/Thousands_march_in_London_calling_for_David_Cameron%27s_resignation_over_tax_affairs	wikinews	politics	Just after 11:00, protesters blocked traffic on the northbound carriage in Whitehall.
10	https://en.wikinews.org/wiki/Thousands_march_in_London_calling_for_David_Cameron%27s_resignation_over_tax_affairs	wikinews	politics	At 11:20, the police asked the protesters to move back on to the pavement, stating that they needed to balance the right to protest with the traffic building up.
11	https://en.wikinews.org/wiki/Thousands_march_in_London_calling_for_David_Cameron%27s_resignation_over_tax_affairs	wikinews	politics	Around 11:29, the protest moved up Whitehall, past Trafalgar Square, along the Strand, passing by Aldwych and up Kingsway towards Holborn where the Conservative Party were holding their Spring Forum in the Grand Connaught Rooms hotel.
12	https://en.wikinews.org/wiki/Nadal_beats_Raonic_to_reach_Australian_Open_semis	wikinews	sports	Nadal's head to head record against the Canadian is 7–2.
13	https://en.wikinews.org/wiki/Nadal_beats_Raonic_to_reach_Australian_Open_semis	wikinews	sports	He recently lost against Raonic in the Brisbane Open.
14	https://en.wikinews.org/wiki/Nadal_beats_Raonic_to_reach_Australian_Open_semis	wikinews	sports	Nadal bagged 88% net points in the match winning 76 points in the first serve.
15	https://en.wikinews.org/wiki/Nadal_beats_Raonic_to_reach_Australian_Open_semis	wikinews	sports	After the match, King of Clay said, "I am just excited about being back in the final rounds of the most important events. I am here to try to win this."
16	https://en.wikinews.org/wiki/Investigation_of_Deutsche_Bank_headquarters_spills_into_second_day	wikinews	crime	"Panama Papers" is an umbrella term for roughly ten million documents from Panamanian law firm Mossack Fonseca, leaked to the press in spring 2016.
17	https://en.wikinews.org/wiki/Investigation_of_Deutsche_Bank_headquarters_spills_into_second_day	wikinews	crime	The documents showed fourteen banks helped wealthy clients hide billions of US dollars of wealth to avoid taxes and other regulations.
18	https://en.wikinews.org/wiki/Investigation_of_Deutsche_Bank_headquarters_spills_into_second_day	wikinews	crime	British newspaper The Guardian suggested Deutsche Bank controlled roughly a third of the 1200 shell companies used to accomplish this.
19	https://en.wikinews.org/wiki/Investigation_of_Deutsche_Bank_headquarters_spills_into_second_day	wikinews	crime	There were protests worldwide, several criminal prosecutions, and the leaders of the governments of Iceland and Pakistan both resigned.
20	https://en.wikinews.org/wiki/Ma_Ying-jeou_wins_2008_Taiwan_presidential_election	wikinews	Politics and conflicts	Born in Hong Kong, Ma studied at New York University and Harvard Law School and once held an American permanent resident "green card".
21	https://en.wikinews.org/wiki/Ma_Ying-jeou_wins_2008_Taiwan_presidential_election	wikinews	Politics and conflicts	Hsieh implied during the election that Ma might flee the country during a time of crisis.
22	https://en.wikinews.org/wiki/Ma_Ying-jeou_wins_2008_Taiwan_presidential_election	wikinews	Politics and conflicts	Hsieh also argued that the photogenic Ma was more style than substance.
23	https://en.wikinews.org/wiki/Ma_Ying-jeou_wins_2008_Taiwan_presidential_election	wikinews		Despite these accusations, Ma won handily on a platform advocating closer ties with the Chinese mainland.
24	https://en.wikinews.org/wiki/National_Hockey_League_news:_March_22,_2008	wikinews	sports	Today's Player of the Day is Alex Ovechkin of the Washington Capitals.
25	https://en.wikinews.org/wiki/National_Hockey_League_news:_March_22,_2008	wikinews	sports	He had 2 goals and 2 assists in Washington's 5-3 win over the Atlanta Thrashers.
26	https://en.wikinews.org/wiki/National_Hockey_League_news:_March_22,_2008	wikinews	sports	Ovechkin's first assist of the night was on the game-winning goal by rookie Nicklas Backstrom;
27	https://en.wikinews.org/wiki/National_Hockey_League_news:_March_22,_2008	wikinews	sports	his second goal of the night was his 60th of the season, becoming the first player to score 60 or more goals in a season since 1995-96, when Jaromir Jagr and Mario Lemieux each reached that milestone.
28	https://en.wikinews.org/wiki/Businessman_and_founder_of_The_Weather_Channel_Frank_Batten_dies_at_82	wikinews	Television	Batten was ranked 190th on the 2008 400 Richest Americans list with an estimated fortune of $2.3 billion.
29	https://en.wikinews.org/wiki/Businessman_and_founder_of_The_Weather_Channel_Frank_Batten_dies_at_82	wikinews	Television	He graduated from the College of Arts & Sciences of the University of Virginia in 1950 and was a significant donor to that institution.
30	https://en.wikinews.org/wiki/Abu_Ghraib_prison_burns_after_riot	wikinews	crime	Iraq's Abu Ghraib prison has been set alight during a riot.
31	https://en.wikinews.org/wiki/Abu_Ghraib_prison_burns_after_riot	wikinews	crime	The jail became notorious after prisoner abuse was discovered there after US forces took over.
32	https://en.wikinews.org/wiki/Renault_F1_launch_criminal_complaint_against_former_driver_over_race-fixing_allegation	wikinews	crime	Piquet Jr. crashed in the 2008 Singapore Grand Prix just after an early pit stop for Fernando Alonso, bringing out the safety car.
33	https://en.wikinews.org/wiki/Renault_F1_launch_criminal_complaint_against_former_driver_over_race-fixing_allegation	wikinews	crime	As the cars ahead of Alonso went in for fuel under the safety car, he moved up the pack to take victory.
34	https://en.wikinews.org/wiki/Renault_F1_launch_criminal_complaint_against_former_driver_over_race-fixing_allegation	wikinews	crime	Piquet Jr. was sacked after the 2009 Hungarian Grand Prix.
35	https://en.wikinews.org/wiki/September_11_attacks_remembered_in_US	wikinews	accident	At exactly 8:46 a.m. a hush fell across the city, marking the exact moment the first jet struck its target.
36	https://en.wikinews.org/wiki/September_11_attacks_remembered_in_US	wikinews	accident	Two beams of light have been rigged up to point skywards overnight.
37	https://en.wikinews.org/wiki/September_11_attacks_remembered_in_US	wikinews	accident	Construction is ongoing for five new skyscrapers at the site, with a transportation center and memorial park in the middle.
38	https://en.wikinews.org/wiki/American_children%27s_show_Reading_Rainbow_ends_26_year_run	wikinews	television	The PBS show has more than two-dozen Emmy awards, and its run is shorter only than Sesame Street and Mister Rogers' Neighborhood.
39	https://en.wikinews.org/wiki/American_children%27s_show_Reading_Rainbow_ends_26_year_run	wikinews	television	Each episode of the show would focus on a theme in a specific book and then explore that theme through multiple stories.
40	https://en.wikinews.org/wiki/American_children%27s_show_Reading_Rainbow_ends_26_year_run	wikinews	television	Each show would also provide recommendations for books that children should look for when they went to their library.
41	https://en.wikinews.org/wiki/American_children%27s_show_Reading_Rainbow_ends_26_year_run	wikinews	television	John Grant, from WNED Buffalo (Reading Rainbow's home station) said "Reading Rainbow taught kids why to read,... the love of reading — [the show] encouraged kids to pick up a book and to read."
42	https://en.wikinews.org/wiki/American_children%27s_show_Reading_Rainbow_ends_26_year_run	wikinews	television	It is believed by some, including John Grant, that both the funding crunch and a shift in the philosophy of educational television programming contributed to ending the series.
43	https://en.wikinews.org/wiki/Hurricane_Fred_churns_the_Atlantic	wikinews	disaster	The storm, situated about 645 miles (1040 km) west of the Cape Verde islands, is likely to dissipate before threatening any land areas, forecasters say.
44	https://en.wikinews.org/wiki/Hurricane_Fred_churns_the_Atlantic	wikinews	disaster	Fred currently has winds of 105 miles per hour (165 km/h) and is moving towards the northwest.
45	https://en.wikinews.org/wiki/Hurricane_Fred_churns_the_Atlantic	wikinews	disaster	Fred is the strongest tropical cyclone ever recorded so far south and east in the Atlantic since the advent of satellite imagery, and only the third major hurricane on record east of 35°W.
46	https://en.wikinews.org/wiki/Guinness_turns_250	wikinews	culture	On September 24, 1759, Arthur Guinness signed a 9,000 year lease for the St James' Gate Brewery in Dublin, Ireland.
47	https://en.wikinews.org/wiki/Guinness_turns_250	wikinews	culture	250 years later, Guinness has grown to a global business that turns over 10 billion euros (US$14.7 billion) every year.
48	https://en.wikinews.org/wiki/A1GP_New_Zealand_speeds_its_way_into_record_books	wikinews	Sports	Jonny Reid, co-driver for the A1GP New Zealand team, today made history by driving the fastest over the 48-year-old Auckland Harbour Bridge, New Zealand, legally.
49	https://en.wikinews.org/wiki/A1GP_New_Zealand_speeds_its_way_into_record_books	wikinews	Sports	Mr Reid managed to drive the New Zealand's A1GP car, Black Beauty at speeds over 160km/h seven times over the bridge.
50	https://en.wikinews.org/wiki/A1GP_New_Zealand_speeds_its_way_into_record_books	wikinews	Sports	The New Zealand police had trouble using their speed radar guns to see how fast Mr Reid was going because of how low Black Beauty is, and the only time the police managed to clock Mr Reid was when he slowed down to 160km/h.
51	https://en.wikinews.org/wiki/Judge_orders_Baltimore_City_prison_to_produce_plan_for_improvement	wikinews	Crime and Law	In the last 3 months, over 80 arrestees were released from the Central Booking facility without being formally charged.
52	https://en.wikinews.org/wiki/Judge_orders_Baltimore_City_prison_to_produce_plan_for_improvement	wikinews	Crime and Law	In April this year, a temporary restaining order was issued by Judge Glynn against the facility to enforce the release of those held more than 24 hours after their intake who did not receive a hearing by a court commissioner.
53	https://en.wikinews.org/wiki/Judge_orders_Baltimore_City_prison_to_produce_plan_for_improvement	wikinews	Crime and Law	The commissioner sets bail, if granted, and formalizes the charges filed by the arresting officer. The charges are then entered into the state's computer system where the case is tracked.
54	https://en.wikinews.org/wiki/Judge_orders_Baltimore_City_prison_to_produce_plan_for_improvement	wikinews	Crime and Law	The hearing also marks the date for the suspect’s right to a speedy trial.
55	https://en.wikinews.org/wiki/Australian_treasurer_enters_nuclear_debate	wikinews	Politics	Peter Costello, Australian treasurer and the man most likely to succeed Prime Minister John Howard as Liberal party leader has thrown his support behind a nuclear power industry in Australia.
56	https://en.wikinews.org/wiki/Australian_treasurer_enters_nuclear_debate	wikinews	Politics	Mr Costello said that when nuclear power generation becomes economically viable, Australia should pursue its use.
57	https://en.wikinews.org/wiki/Australian_treasurer_enters_nuclear_debate	wikinews	Politics	"If it becomes commercial, we should have it. That is, there's no in-principle objection to nuclear energy" Mr Costello said.
58	https://en.wikinews.org/wiki/Italy_arrests_reputed_Mafia_boss_Lo_Piccolo	wikinews	Crime and Law	According to Ansa, "police were concerned by a couple of top-level hits they feared might spark a full-blown war of succession.
59	https://en.wikinews.org/wiki/Italy_arrests_reputed_Mafia_boss_Lo_Piccolo	wikinews	Crime and Law	Police said Lo Piccolo had the upper hand because he had been Provenzano's right-hand man in Palermo and his greater experience won him the respect of the older generation of bosses as they pursued Provenzano's policy of keeping as low as possible while strengthening their power network.
60	https://en.wikinews.org/wiki/Italy_arrests_reputed_Mafia_boss_Lo_Piccolo	wikinews	Crime and Law	These bosses had been reined in by Provenzano when he put an end to the Riina-driven war against the state that claimed the lives of Mafia crusaders Giovanni Falcone and Paolo Borsellino in 1992."
61	https://en.wikinews.org/wiki/Apple_introduces_iPhone_and_Apple_TV	wikinews	Economy and business	Apple CEO Steve Jobs unveiled the device by walking onto the stage and taking the iPhone out of his jeans pocket.
62	https://en.wikinews.org/wiki/Apple_introduces_iPhone_and_Apple_TV	wikinews	Economy and business	During his 2 hour speech he stated that "Today Apple is going to reinvent the phone, We are going to make history today".
63	https://en.wikinews.org/wiki/Huge_Gay_Pride_parade_held_in_Brazil	wikinews	Crime and Law	Brazil is the largest Roman Catholic country on Earth, and the Roman Catholic Church has consistently opposed the legalization of same-sex marriage in the country.
64	https://en.wikinews.org/wiki/Huge_Gay_Pride_parade_held_in_Brazil	wikinews	Crime and Law	The National Congress of Brazil has debated legalization for 10 years, and such civil marriages are currently only legal in Rio Grande do Sul.
65	https://en.wikinews.org/wiki/Huge_Gay_Pride_parade_held_in_Brazil	wikinews	Crime and Law	The original bill was drafted by former mayor of São Paulo, Marta Suplicy. The proposed legislation, after being amended, is now in the hands of Roberto Jefferson.
66	https://en.wikinews.org/wiki/Huge_Gay_Pride_parade_held_in_Brazil	wikinews	Crime and Law	Protesters hope to collect a petition of 1.2 million signatures to present to the National Congress in November.
67	https://en.wikinews.org/wiki/Mass_evictions_from_Oakland%27s_public_housing	wikinews	Crime and Law	After it became apparent that many families were seeking legal help to fight the evictions, a meeting was held on March 20 at the East Bay Community Law Center for the victims of the housing scam.
68	https://en.wikinews.org/wiki/Mass_evictions_from_Oakland%27s_public_housing	wikinews	Crime and Law	When the tenants started sharing what had occurred to them, most of the families involved suddenly realized that Carolyn Wilson of the OHA had stolen their security deposits, and skipped out of town.
69	https://en.wikinews.org/wiki/Mass_evictions_from_Oakland%27s_public_housing	wikinews	Crime and Law	Tenants at Lockwood Gardens believe that there may be another 40 families or more to face eviction, since they learned that OHA police are also investigating other public housing properties in Oakland that may be caught up in the housing scam.
70	https://en.wikinews.org/wiki/Aerosmith_sued_over_late_cancellation_of_gig_in_Maui,_Hawaii	wikinews	Crime and Law	The band canceled the show at Maui's War Memorial Stadium, which was set to be attended by 9,000 people, and apologized to fans.
71	https://en.wikinews.org/wiki/Aerosmith_sued_over_late_cancellation_of_gig_in_Maui,_Hawaii	wikinews	Crime and Law	The band's management company, HK Management Inc., gave no initial reason when they canceled on September 20, but blamed logistical reasons by the next day.
72	https://en.wikinews.org/wiki/War_between_top_lawyers_in_Greece	wikinews	Crime and Law	The famous Greek lawyers, Sakis Kechagioglou and George Nikolakopoulos have been imprisoned in the Athens' jail of Korydallus, as they were found guilty of graft and corruption.
73	https://en.wikinews.org/wiki/War_between_top_lawyers_in_Greece	wikinews	Crime and Law	As a result of this, a big scandal within the Greek legal community has been raised through the exposure of illegal actions that judges, lawyers, solicitors and attorneys have done during the previous years.
74	https://en.wikinews.org/wiki/War_between_top_lawyers_in_Greece	wikinews	Crime and Law	A few weeks ago, after the information published by the journalist Makis Triantafylopoulos in his popular Television show "Zoungla" in Alpha TV, the member of Parliament and lawyer, Petros Mantouvalos was abdicated as members of his office had been involved in illegal graft and corruption.
75	https://en.wikinews.org/wiki/War_between_top_lawyers_in_Greece	wikinews	Crime and Law	Moreover, top judge Evangelos Kalousis is imprisoned as he found guilty of corruption and degenerate behaviour.
76	https://en.wikinews.org/wiki/Senate_questions_Roberts_in_confirmation_hearings	wikinews	Politics	Roberts flatly refused to say about when he believes life begins, an important question when considering the ethics of abortion, saying that it would be unethical to comment on the specifics of likely cases.
77	https://en.wikinews.org/wiki/Senate_questions_Roberts_in_confirmation_hearings	wikinews	Politics	He did, however, reiterate his earlier statement that Roe v. Wade was the "settled law of the land", emphasizing the importance of consistent Supreme Court rulings.
78	https://en.wikinews.org/wiki/Senate_questions_Roberts_in_confirmation_hearings	wikinews	Politics	He also confirmed that he believed in the implied right to privacy which the Roe decision depended upon.
79	https://en.wikinews.org/wiki/Maroochydore_win_2013_Sunshine_Coast_Rugby_Union_Grand_Final	wikinews	Sport	Maroochydore had finished on top of the ladder, six points clear of Noosa in second.
80	https://en.wikinews.org/wiki/Maroochydore_win_2013_Sunshine_Coast_Rugby_Union_Grand_Final	wikinews	Sport	The two sides would meet in the major semi final where Noosa ran out winners by 11 points.
81	https://en.wikinews.org/wiki/Maroochydore_win_2013_Sunshine_Coast_Rugby_Union_Grand_Final	wikinews	Sport	Maroochydore then defeated Caboolture in the Preliminary Final.
82	https://en.wikinews.org/wiki/Fossilized_remains_of_small_dinosaur_rediscovered_in_Canada	wikinews	science	Hesperonychus elizabethae is a species of the family Dromaeosauridae and is a cousin of Velociraptor .
83	https://en.wikinews.org/wiki/Fossilized_remains_of_small_dinosaur_rediscovered_in_Canada	wikinews	science	This fully feathered, warm blooded bird of prey was believed to have walked upright on two legs with claws like the Velociraptor.
84	https://en.wikinews.org/wiki/Fossilized_remains_of_small_dinosaur_rediscovered_in_Canada	wikinews	Science	Its second claw was larger, giving rise to the name Hesperonychus which means "western claw."
85	https://en.wikinews.org/wiki/Sealing_ships_trapped_in_ice_off_coast_of_Newfoundland	wikinews	Weather	In addition to the crushing ice, extreme weather conditions have been hampering rescue efforts.
86	https://en.wikinews.org/wiki/Sealing_ships_trapped_in_ice_off_coast_of_Newfoundland	wikinews	Weather	Pittman suggested that conditions wouldn't improve until sometime next week.
87	https://en.wikinews.org/wiki/Sealing_ships_trapped_in_ice_off_coast_of_Newfoundland	wikinews	Weather	The amount and thickness of the pack ice, according to Pittman, is the worst it has been for sealers in the past 15 years.
88	https://en.wikinews.org/wiki/Another_arrest_in_Minnesota_school_shooting	wikinews	Crime and law	News spread in the Red Lake community today as funerals for Jeff Weise and three of the nine victims were held that another student was arrested in connection with the school shootings of March 21.
89	https://en.wikinews.org/wiki/Another_arrest_in_Minnesota_school_shooting	wikinews	Crime and law	Authorities said little officially beyond confirming today's arrest.
90	https://en.wikinews.org/wiki/Another_arrest_in_Minnesota_school_shooting	wikinews	Crime and law	However, a source with knowledge of the investigation told the Minneapolis Star-Tribune that it was Louis Jourdain, 16-year old son of Red Lake Tribal Chairman Floyd Jourdain.
91	https://en.wikinews.org/wiki/Another_arrest_in_Minnesota_school_shooting	wikinews	Crime and law	It is not known at this time what charges will be laid or what led authorities to the boy but juvenile proceedings have begun in federal court.
92	https://en.wikinews.org/wiki/Karzai_declared_winner_of_Afghan_elections,_runoff_polls_cancelled	wikinews	Politics	Lodin also said officials decided to cancel the runoff in order to save Afghans the expense and security risk of another election.
93	https://en.wikinews.org/wiki/Karzai_declared_winner_of_Afghan_elections,_runoff_polls_cancelled	wikinews	Politics	Diplomats said that they had found enough ambiguity in the Afghan constitution to determine the runoff as unnecessary.
94	https://en.wikinews.org/wiki/Karzai_declared_winner_of_Afghan_elections,_runoff_polls_cancelled	wikinews	Politics	This contradicts earlier reports, which said that cancelling the runoff would have been against the constitution.
95	https://en.wikinews.org/wiki/Russian_military_cargo_jet_crash_kills_eleven_in_Siberia	wikinews	Tragety	The aircraft had been headed to Irkutsk and was being operated by interior troops.
96	https://en.wikinews.org/wiki/Russian_military_cargo_jet_crash_kills_eleven_in_Siberia	wikinews	Tragety	An inquiry was established to investigate.
97	https://en.wikinews.org/wiki/Russian_military_cargo_jet_crash_kills_eleven_in_Siberia	wikinews	Tragety	The Il-76 has been a major component of both the Russian and Soviet military since the 1970s, and had already seen a serious accident in Russia last month.
98	https://en.wikinews.org/wiki/Russian_military_cargo_jet_crash_kills_eleven_in_Siberia	wikinews	Tragety	On October 7 an engine separated on takeoff, without injuries. Russia briefly grounded Il-76s after that accident.
99	https://en.wikinews.org/wiki/Oil_spill_in_Alaska_closes_800_miles_of_pipeline	wikinews	Disaster	800 miles of the Trans-Alaska Pipeline System were closed down following a spill of thousands of barrels of crude oil south of Fairbanks, Alaska.
100	https://en.wikinews.org/wiki/Oil_spill_in_Alaska_closes_800_miles_of_pipeline	wikinews	Disaster	A power failure following a routine fire-command system test caused relief valves to open and crude oil overflowed near the Fort Greely pump station 9.

End of preview. Expand in Data Studio

FLORES Parquet

Parquet version of the FLORES dataset for efficient streaming.

⚠️ This is a derivative work: This dataset is a reformatted version of the original FLORES dataset created by Meta AI. All credit goes to the original authors. This version simply converts the data to Parquet format for easier streaming and usage.

Usage

from datasets import load_dataset

# Load specific language
ds = load_dataset("tomasmajercik/flores-parquet", name="fra_Latn", split="validation")
print(ds[0])

Dataset Information

This dataset is derived from the FLORES benchmark, which is designed for evaluating machine translation systems across a diverse set of languages.

Each language subset contains parallel sentences that can be used for:

Machine translation evaluation
Cross-lingual model testing
Multilingual NLP research

Changes from Original

This version differs from the original FLORES dataset only in format:

Converted from the original format to Parquet for efficient streaming
Organized into language-specific configs for easy access
No changes to the actual content or data

License

This dataset is licensed under CC-BY-SA-4.0 (Creative Commons Attribution-ShareAlike 4.0 International), the same license as the original FLORES dataset.

License Terms

You are free to:

Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
Adapt — remix, transform, and build upon the material for any purpose, even commercially.
The licensor cannot revoke these freedoms as long as you follow the license terms.

Under the following terms:

Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
ShareAlike — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Full license text: https://creativecommons.org/licenses/by-sa/4.0/

Citation

If you use this dataset, please cite the original FLORES papers:

Primary Citation (NLLB / FLORES-200)

@article{nllb2022,
  author    = {NLLB Team, Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi,  Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang},
  title     = {No Language Left Behind: Scaling Human-Centered Machine Translation},
  year      = {2022}
}

FLORES-101

@inproceedings{,
  title={The FLORES-101  Evaluation Benchmark for Low-Resource and Multilingual Machine Translation},
  author={Goyal, Naman and Gao, Cynthia and Chaudhary, Vishrav and Chen, Peng-Jen and Wenzek, Guillaume and Ju, Da and Krishnan, Sanjana and Ranzato, Marc'Aurelio and Guzm'{a}n, Francisco and Fan, Angela},
  year={2021}
}

Original FLORES

@inproceedings{,
  title={Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English},
  author={Guzm'{a}n, Francisco and Chen, Peng-Jen and Ott, Myle and Pino, Juan and Lample, Guillaume and Koehn, Philipp and Chaudhary, Vishrav and Ranzato, Marc'Aurelio},
  journal={arXiv preprint arXiv:1902.01382},
  year={2019}
}

Acknowledgments

This dataset is a derivative work based on the FLORES dataset created by Meta AI Research. All credit for the original data collection, curation, and annotation goes to the original FLORES team and contributors.

Available Languages

ISO 639-3	Script	Language	Family	Documents	Words	UTF-8 Bytes	Disk Size
ace	Arabic	Acehnese (Arabic)	Austronesian	997	20,761	186.1 KB	117.2 KB
bam	Latin	Bambara	Niger-Congo	997	21,567	129.0 KB	103.5 KB
dzo	Tibetan	Dzongkha	Sino-Tibetan	997	6,548	453.0 KB	169.0 KB
hin	Devanagari	Hindi	Indo-European	997	24,607	315.7 KB	152.1 KB
khm	Khmer	Khmer	Austroasiatic	997	5,684	418.2 KB	194.9 KB
mag	Devanagari	Magahi	Indo-European	997	23,941	304.0 KB	145.4 KB
pap	Latin	Papiamento	Creole	997	24,382	133.3 KB	108.4 KB
sot	Latin	Southern Sotho	Niger-Congo	997	27,648	149.1 KB	113.4 KB
tur	Latin	Turkish	Turkic	997	16,692	137.7 KB	113.4 KB
ace	Latin	Acehnese (Latin)	Austronesian	997	20,254	134.6 KB	106.4 KB
ban	Latin	Balinese	Austronesian	997	19,583	138.3 KB	106.0 KB
ell	Greek	Greek	Hellenic	997	22,755	267.9 KB	161.8 KB
hne	Devanagari	Chhattisgarhi	Indo-European	997	24,265	304.3 KB	148.1 KB
kik	Latin	Kikuyu	Niger-Congo	997	22,887	160.7 KB	117.4 KB
mai	Devanagari	Maithili	Indo-European	997	23,455	311.7 KB	149.5 KB
pbt	Arabic	Southern Pashto	Indo-European	997	26,855	209.3 KB	136.4 KB
spa	Latin	Spanish	Romance	997	24,819	149.5 KB	120.7 KB
twi	Latin	Twi	Niger-Congo	997	24,996	130.3 KB	103.9 KB
acm	Arabic	Mesopotamian Arabic	Afro-Asiatic	997	17,928	192.9 KB	126.8 KB
bel	Cyrillic	Belarusian	Slavic	997	20,511	257.4 KB	159.6 KB
eng	Latin	English	Germanic	997	20,954	123.3 KB	104.4 KB
hrv	Latin	Croatian	Slavic	997	18,839	125.1 KB	111.0 KB
kin	Latin	Kinyarwanda	Niger-Congo	997	19,414	140.8 KB	111.9 KB
mal	Malayalam	Malayalam	Dravidian	997	14,377	383.2 KB	174.3 KB
pes	Arabic	Western Persian	Indo-European	997	22,432	210.6 KB	131.7 KB
srd	Latin	Sardinian	Romance	997	24,434	147.7 KB	115.0 KB
tzm	Tifinagh	Central Atlas Tamazight	Afro-Asiatic	997	21,460	280.8 KB	144.3 KB
acq	Arabic	Ta'izzi-Adeni Arabic	Afro-Asiatic	997	18,367	194.6 KB	128.2 KB
bem	Latin	Bemba	Niger-Congo	997	22,107	153.0 KB	118.1 KB
epo	Latin	Esperanto	Constructed	997	19,987	125.6 KB	105.7 KB
hun	Latin	Hungarian	Uralic	997	17,924	142.5 KB	119.6 KB
kir	Cyrillic	Kyrgyz	Turkic	997	16,535	231.1 KB	141.2 KB
mar	Devanagari	Marathi	Indo-European	997	18,065	328.8 KB	158.8 KB
plt	Latin	Plateau Malagasy	Austronesian	997	21,986	155.5 KB	112.5 KB
srp	Cyrillic	Serbian	Slavic	997	19,745	222.1 KB	139.7 KB
uig	Arabic	Uyghur	Turkic	997	16,893	243.3 KB	141.8 KB
aeb	Arabic	Tunisian Arabic	Afro-Asiatic	997	18,069	190.2 KB	125.9 KB
ben	Bengali	Bengali	Indo-European	997	18,756	322.8 KB	157.1 KB
est	Latin	Estonian	Uralic	997	16,020	124.9 KB	109.5 KB
hye	Armenian	Armenian	Indo-European	997	18,495	252.7 KB	149.9 KB
kmb	Latin	Kimbundu	Niger-Congo	997	21,844	137.4 KB	108.2 KB
min	Arabic	Minangkabau (Arabic)	Austronesian	997	19,415	214.0 KB	129.7 KB
pol	Latin	Polish	Slavic	997	18,800	139.5 KB	121.1 KB
ssw	Latin	Swati	Niger-Congo	997	15,005	138.5 KB	112.4 KB
ukr	Cyrillic	Ukrainian	Slavic	997	18,385	230.9 KB	147.8 KB
afr	Latin	Afrikaans	Germanic	997	22,164	132.2 KB	109.7 KB
bho	Devanagari	Bhojpuri	Indo-European	997	24,399	304.1 KB	146.2 KB
eus	Latin	Basque	Language isolate	997	16,972	131.8 KB	108.4 KB
ibo	Latin	Igbo	Niger-Congo	997	23,464	147.2 KB	110.7 KB
kmr	Latin	Northern Kurdish	Indo-European	997	21,808	136.6 KB	113.9 KB
min	Latin	Minangkabau (Latin)	Austronesian	997	19,458	131.2 KB	104.9 KB
por	Latin	Portuguese	Romance	997	22,409	137.6 KB	114.0 KB
sun	Latin	Sundanese	Austronesian	997	19,041	130.3 KB	107.6 KB
umb	Latin	Umbundu	Niger-Congo	997	17,187	128.2 KB	102.7 KB
ajp	Arabic	South Levantine Arabic	Afro-Asiatic	997	18,017	183.4 KB	121.5 KB
bjn	Arabic	Banjar (Arabic)	Austronesian	997	19,125	207.9 KB	127.7 KB
ewe	Latin	Ewe	Niger-Congo	997	24,251	132.5 KB	103.1 KB
ilo	Latin	Ilocano	Austronesian	997	24,685	149.4 KB	114.5 KB
knc	Arabic	Central Kanuri (Arabic)	Nilo-Saharan	997	17,579	197.4 KB	123.6 KB
mkd	Cyrillic	Macedonian	Slavic	997	20,534	233.1 KB	140.1 KB
prs	Arabic	Dari	Indo-European	997	23,167	201.1 KB	126.9 KB
swe	Latin	Swedish	Germanic	997	19,690	129.5 KB	109.3 KB
urd	Arabic	Urdu	Indo-European	997	26,644	217.6 KB	137.0 KB
aka	Latin	Akan	Niger-Congo	997	25,264	135.1 KB	106.3 KB
bjn	Latin	Banjar (Latin)	Austronesian	997	18,783	130.1 KB	104.4 KB
fao	Latin	Faroese	Germanic	997	20,308	135.0 KB	111.0 KB
ind	Latin	Indonesian	Austronesian	997	19,069	134.2 KB	105.8 KB
knc	Latin	Central Kanuri (Latin)	Nilo-Saharan	997	20,127	137.0 KB	110.9 KB
mlt	Latin	Maltese	Afro-Asiatic	997	18,465	142.9 KB	117.1 KB
quy	Latin	Ayacucho Quechua	Quechuan	997	15,231	132.6 KB	106.0 KB
swh	Latin	Swahili	Niger-Congo	997	20,361	129.7 KB	105.0 KB
uzn	Latin	Northern Uzbek	Turkic	997	17,378	139.6 KB	112.7 KB
als	Latin	Tosk Albanian	Indo-European	997	23,630	149.3 KB	117.8 KB
bod	Tibetan	Tibetan	Sino-Tibetan	997	1,932	409.7 KB	156.4 KB
fij	Latin	Fijian	Austronesian	997	28,639	143.9 KB	104.0 KB
isl	Latin	Icelandic	Germanic	997	19,669	135.0 KB	113.5 KB
kon	Latin	Kikongo	Niger-Congo	997	26,107	140.6 KB	102.9 KB
mni	Bengali	Meitei	Sino-Tibetan	997	18,290	340.3 KB	153.2 KB
ron	Latin	Romanian	Romance	997	22,717	146.4 KB	119.3 KB
szl	Latin	Silesian	Slavic	997	18,727	135.9 KB	117.9 KB
vec	Latin	Venetian	Romance	997	22,848	130.0 KB	109.7 KB
amh	Ethiopic	Amharic	Afro-Asiatic	997	16,891	214.2 KB	137.5 KB
bos	Latin	Bosnian	Slavic	997	19,462	128.0 KB	113.5 KB
fin	Latin	Finnish	Uralic	997	15,308	136.9 KB	115.4 KB
ita	Latin	Italian	Romance	997	22,984	145.7 KB	119.1 KB
kor	Hangul	Korean	Koreanic	997	14,764	148.4 KB	117.7 KB
mos	Latin	Mossi	Niger-Congo	997	24,408	128.8 KB	107.6 KB
run	Latin	Rundi	Niger-Congo	997	19,169	138.1 KB	112.7 KB
tam	Tamil	Tamil	Dravidian	997	16,134	390.4 KB	169.6 KB
vie	Latin	Vietnamese	Austroasiatic	997	29,193	171.7 KB	120.1 KB
apc	Arabic	North Levantine Arabic	Afro-Asiatic	997	17,229	183.5 KB	121.7 KB
bug	Latin	Buginese	Austronesian	997	18,445	135.9 KB	113.1 KB
fon	Latin	Fon	Niger-Congo	997	29,268	155.3 KB	117.2 KB
jav	Latin	Javanese	Austronesian	997	19,060	128.5 KB	103.7 KB
lao	Lao	Lao	Kra-Dai	997	5,968	337.8 KB	163.5 KB
mri	Latin	Maori	Austronesian	997	28,674	142.7 KB	105.5 KB
rus	Cyrillic	Russian	Slavic	997	19,161	247.4 KB	154.0 KB
taq	Latin	Tamasheq (Latin)	Afro-Asiatic	997	20,590	125.4 KB	108.3 KB
war	Latin	Waray	Austronesian	997	26,148	153.7 KB	114.4 KB
arb	Arabic	Modern Standard Arabic	Afro-Asiatic	997	18,759	196.8 KB	129.2 KB
bul	Cyrillic	Bulgarian	Slavic	997	20,441	232.7 KB	142.5 KB
fra	Latin	French	Romance	997	24,146	151.9 KB	120.4 KB
jpn	Japanese	Japanese	Japonic	997	1,063	157.3 KB	118.3 KB
lij	Latin	Ligurian	Romance	997	24,445	143.7 KB	117.8 KB
mya	Myanmar	Burmese	Sino-Tibetan	997	10,036	434.3 KB	177.1 KB
sag	Latin	Sango	Creole	997	30,097	138.4 KB	100.0 KB
taq	Tifinagh	Tamasheq (Tifinagh)	Afro-Asiatic	997	20,519	282.7 KB	143.8 KB
wol	Latin	Wolof	Niger-Congo	997	23,580	122.6 KB	109.3 KB
arb	Latin	Modern Standard Arabic (Latin)	Afro-Asiatic	997	21,316	143.9 KB	121.7 KB
cat	Latin	Catalan	Romance	997	23,308	138.6 KB	115.4 KB
fur	Latin	Friulian	Romance	997	25,411	139.8 KB	114.0 KB
kab	Latin	Kabyle	Afro-Asiatic	997	21,073	130.6 KB	109.1 KB
lim	Latin	Limburgish	Germanic	997	21,222	131.7 KB	111.5 KB
nld	Latin	Dutch	Germanic	997	22,066	137.0 KB	112.5 KB
san	Devanagari	Sanskrit	Indo-European	997	16,671	326.5 KB	154.7 KB
tat	Cyrillic	Tatar	Turkic	997	17,399	228.7 KB	140.0 KB
xho	Latin	Xhosa	Niger-Congo	997	15,051	131.7 KB	112.8 KB
ars	Arabic	Najdi Arabic	Afro-Asiatic	997	18,808	197.1 KB	129.3 KB
ceb	Latin	Cebuano	Austronesian	997	24,922	147.7 KB	113.0 KB
fuv	Latin	Nigerian Fulfulde	Niger-Congo	997	21,744	119.0 KB	104.4 KB
kac	Latin	Jingpho	Sino-Tibetan	997	33,606	155.5 KB	112.5 KB
lin	Latin	Lingala	Niger-Congo	997	22,749	133.3 KB	98.8 KB
nno	Latin	Norwegian Nynorsk	Germanic	997	21,083	128.5 KB	108.1 KB
sat	Ol Chiki	Santali	Austroasiatic	997	22,911	344.6 KB	155.4 KB
tel	Telugu	Telugu	Dravidian	997	16,388	331.8 KB	162.1 KB
ydd	Hebrew	Eastern Yiddish	Germanic	997	22,010	239.3 KB	139.9 KB
ary	Arabic	Moroccan Arabic	Afro-Asiatic	997	18,344	191.9 KB	126.5 KB
ces	Latin	Czech	Slavic	997	18,469	133.8 KB	117.4 KB
gaz	Latin	West Central Oromo	Afro-Asiatic	997	18,710	148.6 KB	117.3 KB
kam	Latin	Kamba	Niger-Congo	997	20,356	125.6 KB	107.8 KB
lit	Latin	Lithuanian	Baltic	997	16,859	132.5 KB	114.6 KB
nob	Latin	Norwegian Bokmål	Germanic	997	20,802	127.6 KB	108.5 KB
scn	Latin	Sicilian	Romance	997	21,606	137.3 KB	114.2 KB
tgk	Cyrillic	Tajik	Indo-European	997	21,159	248.7 KB	148.4 KB
yor	Latin	Yoruba	Niger-Congo	997	24,344	158.5 KB	123.3 KB
arz	Arabic	Egyptian Arabic	Afro-Asiatic	997	18,684	192.5 KB	125.7 KB
cjk	Latin	Chokwe	Niger-Congo	997	19,682	134.1 KB	113.7 KB
gla	Latin	Scottish Gaelic	Celtic	997	25,888	158.8 KB	119.6 KB
kan	Kannada	Kannada	Dravidian	997	15,430	350.1 KB	165.5 KB
lmo	Latin	Lombard	Romance	997	25,531	143.0 KB	117.3 KB
npi	Devanagari	Nepali	Indo-European	997	17,847	316.6 KB	151.9 KB
shn	Myanmar	Shan	Kra-Dai	997	9,343	485.8 KB	203.7 KB
tgl	Latin	Tagalog	Austronesian	997	25,415	155.0 KB	117.0 KB
yue	Traditional Han	Cantonese	Sino-Tibetan	997	1,545	107.3 KB	103.3 KB
asm	Bengali	Assamese	Indo-European	997	18,570	315.3 KB	157.8 KB
ckb	Arabic	Central Kurdish	Indo-European	997	18,501	218.6 KB	133.4 KB
gle	Latin	Irish	Celtic	997	24,660	152.0 KB	120.4 KB
kas	Arabic	Kashmiri (Arabic)	Indo-European	997	22,062	212.7 KB	140.8 KB
ltg	Latin	Latgalian	Baltic	997	17,252	129.6 KB	112.2 KB
nso	Latin	Northern Sotho	Niger-Congo	997	27,356	145.3 KB	111.2 KB
sin	Sinhala	Sinhala	Indo-European	997	20,213	328.8 KB	164.8 KB
tha	Thai	Thai	Kra-Dai	997	4,123	339.4 KB	163.9 KB
zho	Simplified Han	Chinese (Simplified)	Sino-Tibetan	997	2,041	115.5 KB	110.3 KB
ast	Latin	Asturian	Romance	997	20,766	130.7 KB	111.1 KB
crh	Latin	Crimean Tatar	Turkic	997	17,312	139.3 KB	113.0 KB
glg	Latin	Galician	Romance	997	22,657	139.8 KB	115.4 KB
kas	Devanagari	Kashmiri (Devanagari)	Indo-European	997	23,345	296.2 KB	153.0 KB
ltz	Latin	Luxembourgish	Germanic	997	20,692	142.4 KB	116.3 KB
nus	Latin	Nuer	Nilo-Saharan	997	26,952	162.8 KB	115.5 KB
slk	Latin	Slovak	Slavic	997	18,945	135.4 KB	119.2 KB
tir	Ethiopic	Tigrinya	Afro-Asiatic	997	18,579	216.1 KB	140.0 KB
zho	Traditional Han	Chinese (Traditional)	Sino-Tibetan	997	1,852	109.8 KB	106.9 KB
awa	Devanagari	Awadhi	Indo-European	997	24,604	309.5 KB	148.8 KB
cym	Latin	Welsh	Celtic	997	22,939	131.9 KB	110.0 KB
grn	Latin	Guarani	Tupian	997	16,720	134.5 KB	107.1 KB
kat	Georgian	Georgian	Kartvelian	997	16,510	364.9 KB	163.9 KB
lua	Latin	Luba-Kasai	Niger-Congo	997	21,832	132.7 KB	105.5 KB
nya	Latin	Nyanja	Niger-Congo	997	18,974	139.4 KB	109.4 KB
slv	Latin	Slovenian	Slavic	997	19,323	126.2 KB	111.1 KB
tpi	Latin	Tok Pisin	Creole	997	30,014	157.5 KB	106.0 KB
zsm	Latin	Standard Malay	Austronesian	997	19,478	138.7 KB	107.3 KB
ayr	Latin	Central Aymara	Aymaran	997	15,154	132.2 KB	108.8 KB
dan	Latin	Danish	Germanic	997	20,664	129.6 KB	109.3 KB
guj	Gujarati	Gujarati	Indo-European	997	20,080	308.3 KB	152.9 KB
kaz	Cyrillic	Kazakh	Turkic	997	16,557	232.4 KB	140.0 KB
lug	Latin	Ganda	Niger-Congo	997	16,692	127.4 KB	109.9 KB
oci	Latin	Occitan	Romance	997	23,267	144.4 KB	116.6 KB
smo	Latin	Samoan	Austronesian	997	30,602	150.7 KB	109.2 KB
tsn	Latin	Tswana	Niger-Congo	997	30,071	155.3 KB	117.8 KB
zul	Latin	Zulu	Niger-Congo	997	15,057	138.3 KB	112.8 KB
azb	Arabic	South Azerbaijani	Turkic	997	16,433	200.5 KB	126.2 KB
deu	Latin	German	Germanic	997	20,903	146.4 KB	119.5 KB
hat	Latin	Haitian Creole	Creole	997	22,106	117.0 KB	100.8 KB
kbp	Latin	Kabiye	Niger-Congo	997	24,168	170.2 KB	115.7 KB
luo	Latin	Luo	Nilo-Saharan	997	23,225	129.8 KB	106.4 KB
ory	Oriya	Odia	Indo-European	997	18,914	338.7 KB	160.1 KB
sna	Latin	Shona	Niger-Congo	997	16,694	138.3 KB	111.0 KB
tso	Latin	Tsonga	Niger-Congo	997	25,833	148.6 KB	112.0 KB
azj	Latin	North Azerbaijani	Turkic	997	18,316	155.7 KB	119.9 KB
dik	Latin	Southwestern Dinka	Nilo-Saharan	997	22,535	119.8 KB	98.6 KB
hau	Latin	Hausa	Afro-Asiatic	997	24,217	133.9 KB	107.9 KB
kea	Latin	Kabuverdianu	Creole	997	21,882	125.6 KB	105.3 KB
lus	Latin	Mizo	Sino-Tibetan	997	26,655	134.5 KB	108.3 KB
pag	Latin	Pangasinan	Austronesian	997	20,703	124.2 KB	103.7 KB
snd	Arabic	Sindhi	Indo-European	997	23,896	197.2 KB	126.2 KB
tuk	Latin	Turkmen	Turkic	997	16,991	143.9 KB	114.6 KB
bak	Cyrillic	Bashkir	Turkic	997	17,271	229.1 KB	140.9 KB
dyu	Latin	Dyula	Niger-Congo	997	23,262	132.4 KB	114.6 KB
heb	Hebrew	Hebrew	Afro-Asiatic	997	16,733	171.3 KB	117.4 KB
khk	Cyrillic	Halh Mongolian	Mongolic	997	18,889	237.1 KB	141.7 KB
lvs	Latin	Latvian	Baltic	997	17,767	138.1 KB	117.1 KB
pan	Gurmukhi	Punjabi	Indo-European	997	24,539	319.4 KB	155.8 KB
som	Latin	Somali	Afro-Asiatic	997	22,053	140.1 KB	117.7 KB
tum	Latin	Tumbuka	Niger-Congo	997	23,231	162.6 KB	116.6 KB