FineWeb-C: Educational content in many languages, labelled by the community

Multilingual data is better together!

Note: We are not actively working on this project anymore. You can continue to contribute annotations and we'll occasionally refresh the exported data.

What is this?

FineWeb-C is a collaborative, community-driven project that expands upon the FineWeb2 dataset. The goal is to create high-quality educational content annotations across hundreds of languages.

By enhancing web content with these annotations, we aim to improve the development of Large Language Models (LLMs) in all languages, making AI technology more accessible and effective globally.

The annotations in this dataset will help train AI systems to automatically identify high-quality educational content in more languages and in turn help build better Large Language Models for all languages.

What the community is doing:

• For a given language, look at a page of web content from the FineWeb2 dataset in Argilla.
• Rate how educational the content is.
• Flag problematic content i.e. content that is malformed or in the wrong language.

Once a language reaches 1,000 annotations, the dataset will be included in this dataset! Alongside rating the educational quality of the content, different language communities are discussing other ways to improve the quality of data for their language in our Discord discussion channel.

What's been done so far?

So far 466 members of the Hugging Face community have submitted 58,188 annotations.

The following languages have reached the 10 annotation threshold to be included in the dataset.

Language Code	Language Name	Completed Annotations	Annotators
aeb_Arab	Tunisian Arabic	529	9
apc_Arab	North Levantine Arabic	250	4
arb_Arab	Standard Arabic	1000	10
ars_Arab	Najdi Arabic	1000	1
ary_Arab	Moroccan Arabic	1000	15
arz_Arab	Egyptian Arabic	1000	9
asm_Beng	Assamese	24	1
asm_Latn	Assamese	1000	5
ast_Latn	Asturian	80	1
bak_Cyrl	Bashkir	442	4
bar_Latn	Bavarian	1000	1
ben_Beng	Bangla	15	1
bho_Deva	Bhojpuri	643	1
bre_Latn	Breton	46	2
bul_Cyrl	Bulgarian	36	1
cat_Latn	Catalan	34	5
ces_Latn	Czech	459	5
cmn_Hani	Mandarin Chinese	1000	3
crh_Latn	Crimean Tatar	188	1
dan_Latn	Danish	1000	18
deu_Latn	German	212	19
ekk_Latn	Standard Estonian	141	3
eus_Latn	Basque	246	16
fao_Latn	Faroese	24	1
fas_Arab	Persian	1000	3
fil_Latn	Filipino	1000	2
fin_Latn	Finnish	1000	7
fra_Latn	French	1000	28
glg_Latn	Galician	341	8
gmh_Latn	Middle High German	1000	1
goh_Latn	Old High German	1000	5
gom_Deva	Goan Konkani	160	1
gsw_Latn	Swiss German	1000	2
guj_Gujr	Gujarati	11	1
hin_Deva	Hindi	621	22
hsb_Latn	Upper Sorbian	27	1
hun_Latn	Hungarian	124	3
ind_Latn	Indonesian	29	3
ita_Latn	Italian	1000	26
jpn_Jpan	Japanese	1000	5
kas_Deva	Kashmiri	186	2
kin_Latn	Kinyarwanda	912	3
kor_Hang	Korean	639	12
lat_Latn	Latin	149	2
lez_Cyrl	Lezghian	55	1
lij_Latn	Ligurian	1000	1
lit_Latn	Lithuanian	323	3
lug_Latn	Ganda	132	1
lvs_Latn	Standard Latvian	80	6
mal_Mlym	Malayalam	10	1
mar_Deva	Marathi	56	2
nan_Latn	Min Nan Chinese	14	5
nds_Latn	Low German	389	5
nld_Latn	Dutch	361	10
nob_Latn	Norwegian Bokmål	24	6
npi_Deva	Nepali (individual language)	387	5
npi_Latn	Nepali (individual language)	12	2
pbt_Arab	Southern Pashto	11	1
pcm_Latn	Nigerian Pidgin	240	3
pdc_Latn	Pennsylvania German	622	2
pfl_Latn	Palatine German	1000	1
pol_Latn	Polish	50	2
por_Latn	Portuguese	404	18
quz_Latn	Cusco Quechua	80	1
ron_Latn	Romanian	268	4
rus_Cyrl	Russian	1000	4
sco_Latn	Scots	588	3
sin_Sinh	Sinhala	211	3
slk_Latn	Slovak	221	5
som_Latn	Somali	11	1
spa_Latn	Spanish	1000	38
srp_Cyrl	Serbian	93	4
srp_Latn	Serbian	11	1
swe_Latn	Swedish	1000	8
tam_Taml	Tamil	1000	8
tat_Latn	Tatar	208	5
tel_Telu	Telugu	66	5
tha_Thai	Thai	411	2
tir_Ethi	Tigrinya	745	6
tok_Latn	Toki Pona	11	1
tur_Latn	Turkish	379	7
udm_Cyrl	Udmurt	55	1
ukr_Cyrl	Ukrainian	1000	5
uzn_Cyrl	Northern Uzbek	20	2
uzn_Latn	Northern Uzbek	44	2
vie_Latn	Vietnamese	1000	11
vls_Latn	West Flemish	1000	1
yor_Latn	Yoruba	443	7
yue_Hani	Cantonese	1000	7
zsm_Latn	Standard Malay	1000	1

You can help contribute to the dataset here.

Note: We are not actively supporting this effort anymore but you can continue to contribute annotations and we'll occasionally refresh the exported data.

Below is an overview of the number of annotations submitted for each language (updated daily).

Why are we doing this?

There are many languages in the world where no high quality LLMs exist. Having high quality data is a central part of building high quality LLMs. FineWeb2 is a crucial step in improving the availability of high quality data for many languages. We plan to go a step further.

FineWeb-Edu for every language?

FineWeb-Edu is a dataset built on the original FineWeb dataset. The dataset was constructed by developing an educational quality classifier using annotations generated by LLama3-70B-Instruct and using this classifier to retain only the most educational web pages.

FineWeb-Edu outperforms FineWeb on popular benchmark. Crucially, using this approach reduces the amount of data needed to train a high quality LLM reducing the barrier to building a high quality LLM for many languages.

We want to make it possible to build FineWeb-Edu datasets for all the worlds languages. To do this we need annotations in order to train an educational quality classifier.

This in turn will allow us to build the next generation of Large Language Models for many languages.

Why not use LLMs to annotate the data?

For high resources languages, using an LLM to generate educational quality annotations can be a good solution. However, for many languages LLMs are not able to generate high quality annotations — or we don't have enough data to validate whether the annotations are correct.

How can I help?

You can help by contributing to the dataset here and join the community discussions in Discord!

Why would I bother to contribute to this dataset?

Your contributions directly shape the future of AI in your language. Here's why this matters:

1. Break the AI language barrier: Most commercial AI companies focus on profitable languages, leaving many communities behind. Your work helps bring AI capabilities to more languages.

2. Keep it open: Unlike proprietary datasets locked away by companies, FineWeb2-C is an open dataset. This means anyone can use it to build AI systems that truly serve their community's needs. Through this open approach we also learn about which approaches work best for different languages.

3. Be part of something bigger: Just as Wikipedia showed how volunteers can build invaluable resources, the Hugging Face community has created numerous open models and datasets. You're joining a movement to democratize AI technology.

Every annotation counts. Whether you can contribute ten minutes or ten hours, your input helps build a more inclusive future for AI technology 🤗

Who contributed to this dataset so far?

These are the top 10 contributors to this release of the dataset. Make sure to give them a follow on the Hub to show your appreciation!

Hugging Face Username	Submissions
stefan-it	4,614
tagay1n	2,094
hannayukhymenko	1,937
hasnachouikhi	1,865
Aivis	1,613
ivykopal	1,365
gaydmi	1,112
catastropiyush	1,059
theblackcat102	1,002
SamerAttrah	1,000

Data work is the under appreciated foundation of AI and ML. This dataset is built by the community for the community. Below is a leaderboard that is updated daily and shows all the contributors to this annotation effort.

Language-specific Contributors

Below you can find a list of all the contributors to this release of the dataset for each language ❤️

Detailed Contributor Statistics for each language

Assamese (asm_Beng)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
moyoor97	24

Assamese (asm_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Arpanjyoti	817
pahigogoi1	171
kishorekashyap	6
nawaf-helmi123	5
aelhence	1

Asturian (ast_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
pablocuervo	80

Bangla (ben_Beng)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
shetumohanto	15

Bashkir (bak_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
vikkormallansohn	442
MR973	439
AigizK	2
KarimUva	2

Basque (eus_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
OSainz	86
jolaus	49
Leiyre	37
jurgibl	23
ialdabe	22
leireln	18
Gahga	11
xezpeleta	8
urtzai	8
juletxara	7
nperez	6
oierldl	5
ikernaix	3
GorkaUrbizu	2
Iker	1
luistxo	1

Bavarian (bar_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
stefan-it	1000

Bhojpuri (bho_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
theainerd	643

Breton (bre_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
lbourdois	43
Oktogazh	3

Bulgarian (bul_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
krumeto	36

Cantonese (yue_Hani)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Kiri-Li	918
StevenZhou	60
ShiLuohe	9
Shom012	5
Jiayi-Pan	4
littleFishCat	3
Phoen1xCode	1

Catalan (cat_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
mmarimon	18
PereLluis13	10
catbru	3
JorgeAV	2
ljaume	1

Crimean Tatar (crh_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
gaydmi	188

Cusco Quechua (quz_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
daqc	80

Czech (ces_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
MrFrace	253
ivykopal	106
hroch	80
hynky	15
mlynatom	5

Danish (dan_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
rasgaard	1000
JakobBlaa	978
saattrupdan	200
FrLars21	80
markhougaard	72
KennethEnevoldsen	44
Apasalic	33
tqvist	33
cnila	31
Soeren-B	28
KristianL	22
mathiasn1	16
ITK-dev	12
jannikskytt	8
AndreasLH	7
perlausten	5
sorenmulli	3
organicoder	1

Dutch (nld_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
to-be	185
Rijgersberg	61
davidberenstein1957	50
davanstrien	37
BramVanroy	20
robaudenaerde	2
odi058	2
tijnschouten	2
burtenshaw	1
BioGeek	1

Egyptian Arabic (arz_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
mmhamdy	734
aishahamdy	141
oumayma03	54
omarelshehy	46
ghada00	14
heba1998	10
chemouda	3
aammari	2
amreleraqi	1

Faroese (fao_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
AnnikaSimonsen	24

Filipino (fil_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
mhyles	993
maryclara	7

Finnish (fin_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
RASMUS	472
RajaVardhan	350
askokauppi	120
readd	65
Zakalaklaa	4
antupis	3
valstu	3

French (fra_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
BlackMinstrel	354
lbourdois	320
Ameeeee	100
EAntoine	50
chemouda	30
Bassem-Abidi	27
BrigitteTousi	20
copacetique	20
FremyCompany	18
nicolas-perreaux	13
fdaudens	10
joelg	8
antoinejeannot	7
clem	6
Aviv-anthonnyolime	5
rdecoupes	5
pagezyhf	3
raveneau	3
adrienconrath	3
arthurmaas	2
owner	1
JohnnyTestin	1
thomwolf	1
LowFace	1
Creazycreator	1
Eyel	1
Pipistra	1
wraps	1

Galician (glg_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
sdiazlor	200
damianpumar	63
daavoo	28
eliseobao	19
juliaefeeme	18
manucorujo	10
palomapiot	2
amunozo	1

Ganda (lug_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Bronsn	132

German (deu_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
flozi00	87
bbunzeck	78
Bassem-Abidi	70
Taylor658	59
cschroeder	42
Anna-Katharina	24
malteos	13
barthfab	11
gerdemann	7
stefan-it	6
SebastianBodza	6
lguenth	6
yzimmermann	5
hannayukhymenko	4
bmuskalla	4
M-Link	3
sommerzen	3
raveneau	2
Suzana	2

Goan Konkani (gom_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
archanalinguistamberkar	160

Gujarati (guj_Gujr)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
diabolic6045	11

Hindi (hin_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Nitesh321	201
shb777	149
catastropiyush	133
a-r-r-o-w	40
anaumghori	17
ragarwal	17
ajibawa-2023	13
on1onmangoes	10
pp	7
fhai50032	7
nirajandhakal	6
riyalodha	5
bhavitvyamalik	4
bazukaaa	4
Abhayiitk	3
theainerd	2
pranav290	2
raghavprabhakar	1
ashay-sriv	1

Hindi (hin_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
catastropiyush	926
pp	73
Urmish	1

Hungarian (hun_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
GaborMadarasz	97
RabidUmarell	26
vinczematyas	1

Indonesian (ind_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
afaji	11
prajnapras19	10
ayameRushia	8

Italian (ita_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
s-conia	963
Pinball	415
efederici	152
ciwrl	100
sted97	80
riccorl	68
al3ssia	53
mik3ml	27
sarapapi	22
sofdog	21
Gionathan	19
nonsonpratico	18
caesar-one	15
qJakc	9
gsarti	8
Pipistra	7
itsMattei	5
anakin87	4
DeepMount00	4
ing-ff	4
vittoriomaggio	2
HuggingSara	2
Antix5	2
Detsutut	1
lingvenvist	1
marco-stranisci	1

Japanese (jpn_Jpan)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
LoneWolfgang	990
mkshing	5
underspirit	3
LoneWolfgangKlein	1
kevineen	1

Kashmiri (kas_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Jagjeet2003	125
aloobun	61

Kinyarwanda (kin_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Kalvan20	906
David102	5
rutsam	1

Korean (kor_Hang)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
devngho	218
kabbi	160
beomi	77
josang1204	65
jsonmona	40
seastar105	29
taehallm	11
minpeter	11
ne0ekspert	10
jwengr	9
BLACKBUN	8
jungnerd	1

Latin (lat_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
nataliaElv	142
Anna-Katharina	7

Lezghian (lez_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
alialek	55

Ligurian (lij_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
ConseggioLigure	1000

Lithuanian (lit_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
GalvosasJ	205
DeividasM	109
karal1ius	9

Low German (nds_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
johko	213
Taylor658	146
stefan-it	30
bbunzeck	1
dmarx	1

Malayalam (mal_Mlym)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
kurianbenoy	10

Mandarin Chinese (cmn_Hani)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
paperplanedeemo	978
guokan-shang	12
AdinaY	10

Marathi (mar_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Disha	50
adityapatkar	6

Middle High German (gmh_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
stefan-it	1000

Min Nan Chinese (nan_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
tcchentc	5
marangkhu	5
theblackcat102	2
angelawang	1
pagpires	1

Moroccan Arabic (ary_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Ihssane123	499
imomayiz	234
NouhailaChab05	120
nouamanetazi	58
master12gx	37
oumayma03	21
Overowser	14
SoufianeDahimi	12
adnananouzla	11
alielfilali01	3
staghado	3
olafdil	2
maghwa	2
0xTechVio	1
maggierphunt	1

Najdi Arabic (ars_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
SamerAttrah	1000

Nepali (individual language) (npi_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
amitness	10
kshitizkhanal7	2

Nepali (individual language) (npi_Deva)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
kshitizkhanal7	309
nirajandhakal	58
aktrikx	10
d2niraj555	8
amitness	2

Nigerian Pidgin (pcm_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Cherubikal	153
basino3000	74
Linguistsam	13

North Levantine Arabic (apc_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
elnagarez	195
Manel-Hik	47
Omartificial-Intelligence-Space	7
wissamantoun	1

Northern Uzbek (uzn_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
murodbek	32
ltim	12

Northern Uzbek (uzn_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
ltim	18
murodbek	2

Norwegian Bokmål (nob_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Rolv-Arild	8
Yngvil	6
pere	5
henriklied	3
Lauler	1
Ekgren	1

Old High German (goh_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
stefan-it	976
Anna-Katharina	15
johko	7
gaydmi	1
Astral07	1

Palatine German (pfl_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
stefan-it	1000

Pennsylvania German (pdc_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
stefan-it	597
Anna-Katharina	25

Persian (fas_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Maani	985
mehrdadazizi	14
kargaranamir	1

Polish (pol_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
piotr-rybak	45
mobarski	5

Portuguese (por_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
TJamas	240
tiagocabo	50
multimodalart	29
eduardoworrel	13
arthrod	12
EliMC	11
HarbingerX	9
antonioanerao	8
ibombonato	7
dmarx	5
thomas-ferraz	4
antoloison	3
mgoulao	3
daqc	3
SSamDav	2
orionweller	2
maluta	2
UltraMarkoBR	1

Romanian (ron_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
andrei-saceleanu	200
rennokki	65
andreim14	2
Andrei85	1

Russian (rus_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
kitano-o	593
kristaller486	396
knyazer	9
alialek	5

Scots (sco_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
davanstrien	564
burtenshaw	16
owner	8

Serbian (srp_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
JLouisBiz	43
Stopwolf	38
Wavelet	11
Suzana	1

Serbian (srp_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Wavelet	11

Sinhala (sin_Sinh)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Suchinthana	202
Ransaka	5
harshanal	4

Slovak (slk_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
ivykopal	201
rbelanec	199
mvyboh	21
mrshu	20
real-jiakai	1

Somali (som_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Python2231	11

Southern Pashto (pbt_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
ihanif	11

Spanish (spa_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
beta3	593
C2MV	417
dvilasuero	260
amunozo	200
jafhaponiuk	180
nataliaElv	91
gabrielmbmb	56
versae	53
jalonso	50
JorgeAV	32
Leiyre	31
ouhenio	30
jfcalvo	24
ehcalabres	14
frascuchon	12
freddyaboulton	11
davidreyblanco	11
fractalLuis	10
portega	9
owner	5
plaguss	5
escorciav	4
javiimts	4
daqc	3
Ameeeee	2
Locutusque	2
santyzenith	2
inigo-imaz	2
domenzain	2
davanstrien	2
GregThienp	2
librarian-bot	1
mariagrandury	1
LuisVasquezBSC	1
joaquincabezas	1
Creazycreator	1
Nefhis	1
Djsmartberry	1

Standard Arabic (arb_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
hasnachouikhi	1000
alielfilali01	4

Standard Arabic (arb_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
hasnachouikhi	865
chemouda	102
oumayma03	12
ahmedselhady	9
staghado	7
alielfilali01	4
YassineL	2
maggierphunt	1

Standard Estonian (ekk_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
taidopurason	64
TanelAlumae	47
jpata	30

Standard Latvian (lvs_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Aivis	78
davispuh	29
finnayeet	22
slckl	22
zemais	7
minem99	2

Standard Malay (zsm_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
theblackcat102	1000

Swedish (swe_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
menbom	472
Ekgren	203
Lauler	160
apsod	93
bjarlestam	48
PierreMesure	24
AntonVic	5
ohallstrom	1

Swiss German (gsw_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
hannayukhymenko	957
Anna-Katharina	43

Tamil (tam_Taml)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
peaceAsh	971
krishna	10
prithivMLmods	5
hariprasath2603	5
Suchinthana	3
Vijayasarathy	3
hitechshiva	2
kn23	1

Tatar (tat_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
tagay1n	129
RostBat	50
gaydmi	16
nurAinur	7
inov8	6

Telugu (tel_Telu)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
kmpvalli	27
sridharreddy	22
gsvc	9
saikumarofficial	7
Mahesh9	1

Thai (tha_Thai)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Thaweewat	359
wannaphong	52

Tigrinya (tir_Ethi)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
meskil	711
Gebrejwergs	343
Hailay	218
Aregawi	168
wzbelo	93
temesgenTom	49

Toki Pona (tok_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Anna-Katharina	11

Tunisian Arabic (aeb_Arab)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
chemouda	295
Bassem-Abidi	125
Souha-BH	100
not-lain	3
SelimM	2
ahmedba100	1
sisi	1
MaroueneA	1
hamdouch	1

Turkish (tur_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Hasso5703	312
hcsolakoglu	40
ltim	11
hndsvg	5
EgeEken	4
alibayram	4
onursavas	3

Udmurt (udm_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
codemurt	55

Ukrainian (ukr_Cyrl)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
hannayukhymenko	975
reciprocate	18
realPivo	5
robinhad	1
RabotiahovDmytro	1

Upper Sorbian (hsb_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
Korla	27

Vietnamese (vie_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
anhha9	927
HoangHa	864
LHPKAI	454
presencesw	312
convoicon	148
thangvip	104
High-Will	19
Stella9924	15
PhongLT	13
toanchuyenkhoa	9
TienAnh	4

West Flemish (vls_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
mariedewulf	1000

Yoruba (yor_Latn)

User Statistics Table (Minimum 1 submissions)

Username	Submissions
yiabayomiatgmaildotcom	281
Globalcopy	63
Olajumoke03	43
Olatohun	23
Janet625	15
LingoJr	14
LinguisticAI	4

Using this dataset

The dataset has a default config that contains all the language and configs per language.

To download the dataset using the Hugging Face datasets library, you can use the following code:

from datasets import load_dataset

dataset = load_dataset("data-is-better-together/fineweb-c-edu")

To download a specific language, you can use the following code:

dataset = load_dataset("data-is-better-together/fineweb-c-edu", name="cmn_Hani")

You can also download the dataset using Pandas

import pandas as pd

# Login using e.g. `huggingface-cli login` to access this dataset
df = pd.read_parquet("hf://datasets/data-is-better-together/fineweb-c-edu/arb_Arab/train-00000-of-00001.parquet")

or polars

import polars as pl

# Login using e.g. `huggingface-cli login` to access this dataset
df = pl.read_parquet('hf://datasets/davanstrien/fineweb-c-exported-data-test/arb_Arab/train-00000-of-00001.parquet')

Data Fields

The dataset contains the following columns:

Column Name	Type	Description
id	string	A unique identifier for each annotation record
text	string	The text of the web page
educational_value_labels	list[string]	A list of labels indicating the educational value of the web page rated by the community
annotator_ids	string	A string ID for the annotator
problematic_content_label_present	boolean	A flag indicating the presence of at leaste one 'problematic' label being assigned to the text
problematic_content_label_agreement	float	The agreement of the annotator with the problematic content label
language_names	str	The name of the language page
language_code	str	The code of the language

The main things to note (we'll update this as we get more data)

• Some languages already have multiple annotations per page. So far we haven't done any processing on these rows so people are free to calculate the agreement of the annotators in whatever way they want.
• For languages with many active annotators, we may increase the overlap of annotations over time to further improve the quality of the dataset.
• Some languages contain many problematic content labels. These often occur when the language detection was not correct. There is a problematic_content_label_present boolean column that indicates if the page contains at least one problematic content label. If you want to remove these rows you can do so by filtering on this column. Alternatively, you can use the problematic_content_label_agreement column to filter on the agreement of the annotators i.e. only remove rows where the annotators agree on the problematic content label. For many of the most active language efforts we're working with the community to improve the quality of the data so we hope the number of problematic content labels will decrease over time.

Licensing Information

The dataset is released under the Open Data Commons Attribution License (ODC-By) v1.0 license. The use of this dataset is also subject to CommonCrawl's Terms of Use.

Citation

Citation information needs to be added

Last Updated

2025-07-08