wikipedia / README.md
mariosasko's picture
Convert to arrow-based dataset (#19)
97a0b05 verified
---
annotations_creators:
- no-annotation
language_creators:
- crowdsourced
pretty_name: Wikipedia
paperswithcode_id: null
license:
- cc-by-sa-3.0
- gfdl
task_categories:
- text-generation
- fill-mask
task_ids:
- language-modeling
- masked-language-modeling
source_datasets:
- original
multilinguality:
- multilingual
size_categories:
- n<1K
- 1K<n<10K
- 10K<n<100K
- 100K<n<1M
- 1M<n<10M
language:
- aa
- ab
- ace
- af
- ak
- als
- am
- an
- ang
- ar
- arc
- arz
- as
- ast
- atj
- av
- ay
- az
- azb
- ba
- bar
- bcl
- be
- bg
- bh
- bi
- bjn
- bm
- bn
- bo
- bpy
- br
- bs
- bug
- bxr
- ca
- cbk
- cdo
- ce
- ceb
- ch
- cho
- chr
- chy
- ckb
- co
- cr
- crh
- cs
- csb
- cu
- cv
- cy
- da
- de
- din
- diq
- dsb
- dty
- dv
- dz
- ee
- el
- eml
- en
- eo
- es
- et
- eu
- ext
- fa
- ff
- fi
- fj
- fo
- fr
- frp
- frr
- fur
- fy
- ga
- gag
- gan
- gd
- gl
- glk
- gn
- gom
- gor
- got
- gu
- gv
- ha
- hak
- haw
- he
- hi
- hif
- ho
- hr
- hsb
- ht
- hu
- hy
- ia
- id
- ie
- ig
- ii
- ik
- ilo
- inh
- io
- is
- it
- iu
- ja
- jam
- jbo
- jv
- ka
- kaa
- kab
- kbd
- kbp
- kg
- ki
- kj
- kk
- kl
- km
- kn
- ko
- koi
- krc
- ks
- ksh
- ku
- kv
- kw
- ky
- la
- lad
- lb
- lbe
- lez
- lfn
- lg
- li
- lij
- lmo
- ln
- lo
- lrc
- lt
- ltg
- lv
- lzh
- mai
- mdf
- mg
- mh
- mhr
- mi
- min
- mk
- ml
- mn
- mr
- mrj
- ms
- mt
- mus
- mwl
- my
- myv
- mzn
- na
- nah
- nan
- nap
- nds
- ne
- new
- ng
- nl
- nn
- 'no'
- nov
- nrf
- nso
- nv
- ny
- oc
- olo
- om
- or
- os
- pa
- pag
- pam
- pap
- pcd
- pdc
- pfl
- pi
- pih
- pl
- pms
- pnb
- pnt
- ps
- pt
- qu
- rm
- rmy
- rn
- ro
- ru
- rue
- rup
- rw
- sa
- sah
- sat
- sc
- scn
- sco
- sd
- se
- sg
- sgs
- sh
- si
- sk
- sl
- sm
- sn
- so
- sq
- sr
- srn
- ss
- st
- stq
- su
- sv
- sw
- szl
- ta
- tcy
- tdt
- te
- tg
- th
- ti
- tk
- tl
- tn
- to
- tpi
- tr
- ts
- tt
- tum
- tw
- ty
- tyv
- udm
- ug
- uk
- ur
- uz
- ve
- vec
- vep
- vi
- vls
- vo
- vro
- wa
- war
- wo
- wuu
- xal
- xh
- xmf
- yi
- yo
- yue
- za
- zea
- zh
- zu
language_bcp47:
- nds-nl
dataset_info:
- config_name: 20220301.de
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 8905282792
num_examples: 2665357
download_size: 5343683253
dataset_size: 8905282792
- config_name: 20220301.en
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 20275516160
num_examples: 6458670
download_size: 11685147288
dataset_size: 20275516160
- config_name: 20220301.fr
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 7375920768
num_examples: 2402095
download_size: 4223919240
dataset_size: 7375920768
- config_name: 20220301.frr
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 9129760
num_examples: 15199
download_size: 4529255
dataset_size: 9129760
- config_name: 20220301.it
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 4539944448
num_examples: 1743035
download_size: 2713949281
dataset_size: 4539944448
- config_name: 20220301.simple
features:
- name: id
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 235072360
num_examples: 205328
download_size: 133886521
dataset_size: 235072360
config_names:
- 20220301.aa
- 20220301.ab
- 20220301.ace
- 20220301.ady
- 20220301.af
- 20220301.ak
- 20220301.als
- 20220301.am
- 20220301.an
- 20220301.ang
- 20220301.ar
- 20220301.arc
- 20220301.arz
- 20220301.as
- 20220301.ast
- 20220301.atj
- 20220301.av
- 20220301.ay
- 20220301.az
- 20220301.azb
- 20220301.ba
- 20220301.bar
- 20220301.bat-smg
- 20220301.bcl
- 20220301.be
- 20220301.be-x-old
- 20220301.bg
- 20220301.bh
- 20220301.bi
- 20220301.bjn
- 20220301.bm
- 20220301.bn
- 20220301.bo
- 20220301.bpy
- 20220301.br
- 20220301.bs
- 20220301.bug
- 20220301.bxr
- 20220301.ca
- 20220301.cbk-zam
- 20220301.cdo
- 20220301.ce
- 20220301.ceb
- 20220301.ch
- 20220301.cho
- 20220301.chr
- 20220301.chy
- 20220301.ckb
- 20220301.co
- 20220301.cr
- 20220301.crh
- 20220301.cs
- 20220301.csb
- 20220301.cu
- 20220301.cv
- 20220301.cy
- 20220301.da
- 20220301.de
- 20220301.din
- 20220301.diq
- 20220301.dsb
- 20220301.dty
- 20220301.dv
- 20220301.dz
- 20220301.ee
- 20220301.el
- 20220301.eml
- 20220301.en
- 20220301.eo
- 20220301.es
- 20220301.et
- 20220301.eu
- 20220301.ext
- 20220301.fa
- 20220301.ff
- 20220301.fi
- 20220301.fiu-vro
- 20220301.fj
- 20220301.fo
- 20220301.fr
- 20220301.frp
- 20220301.frr
- 20220301.fur
- 20220301.fy
- 20220301.ga
- 20220301.gag
- 20220301.gan
- 20220301.gd
- 20220301.gl
- 20220301.glk
- 20220301.gn
- 20220301.gom
- 20220301.gor
- 20220301.got
- 20220301.gu
- 20220301.gv
- 20220301.ha
- 20220301.hak
- 20220301.haw
- 20220301.he
- 20220301.hi
- 20220301.hif
- 20220301.ho
- 20220301.hr
- 20220301.hsb
- 20220301.ht
- 20220301.hu
- 20220301.hy
- 20220301.ia
- 20220301.id
- 20220301.ie
- 20220301.ig
- 20220301.ii
- 20220301.ik
- 20220301.ilo
- 20220301.inh
- 20220301.io
- 20220301.is
- 20220301.it
- 20220301.iu
- 20220301.ja
- 20220301.jam
- 20220301.jbo
- 20220301.jv
- 20220301.ka
- 20220301.kaa
- 20220301.kab
- 20220301.kbd
- 20220301.kbp
- 20220301.kg
- 20220301.ki
- 20220301.kj
- 20220301.kk
- 20220301.kl
- 20220301.km
- 20220301.kn
- 20220301.ko
- 20220301.koi
- 20220301.krc
- 20220301.ks
- 20220301.ksh
- 20220301.ku
- 20220301.kv
- 20220301.kw
- 20220301.ky
- 20220301.la
- 20220301.lad
- 20220301.lb
- 20220301.lbe
- 20220301.lez
- 20220301.lfn
- 20220301.lg
- 20220301.li
- 20220301.lij
- 20220301.lmo
- 20220301.ln
- 20220301.lo
- 20220301.lrc
- 20220301.lt
- 20220301.ltg
- 20220301.lv
- 20220301.mai
- 20220301.map-bms
- 20220301.mdf
- 20220301.mg
- 20220301.mh
- 20220301.mhr
- 20220301.mi
- 20220301.min
- 20220301.mk
- 20220301.ml
- 20220301.mn
- 20220301.mr
- 20220301.mrj
- 20220301.ms
- 20220301.mt
- 20220301.mus
- 20220301.mwl
- 20220301.my
- 20220301.myv
- 20220301.mzn
- 20220301.na
- 20220301.nah
- 20220301.nap
- 20220301.nds
- 20220301.nds-nl
- 20220301.ne
- 20220301.new
- 20220301.ng
- 20220301.nl
- 20220301.nn
- 20220301.no
- 20220301.nov
- 20220301.nrm
- 20220301.nso
- 20220301.nv
- 20220301.ny
- 20220301.oc
- 20220301.olo
- 20220301.om
- 20220301.or
- 20220301.os
- 20220301.pa
- 20220301.pag
- 20220301.pam
- 20220301.pap
- 20220301.pcd
- 20220301.pdc
- 20220301.pfl
- 20220301.pi
- 20220301.pih
- 20220301.pl
- 20220301.pms
- 20220301.pnb
- 20220301.pnt
- 20220301.ps
- 20220301.pt
- 20220301.qu
- 20220301.rm
- 20220301.rmy
- 20220301.rn
- 20220301.ro
- 20220301.roa-rup
- 20220301.roa-tara
- 20220301.ru
- 20220301.rue
- 20220301.rw
- 20220301.sa
- 20220301.sah
- 20220301.sat
- 20220301.sc
- 20220301.scn
- 20220301.sco
- 20220301.sd
- 20220301.se
- 20220301.sg
- 20220301.sh
- 20220301.si
- 20220301.simple
- 20220301.sk
- 20220301.sl
- 20220301.sm
- 20220301.sn
- 20220301.so
- 20220301.sq
- 20220301.sr
- 20220301.srn
- 20220301.ss
- 20220301.st
- 20220301.stq
- 20220301.su
- 20220301.sv
- 20220301.sw
- 20220301.szl
- 20220301.ta
- 20220301.tcy
- 20220301.te
- 20220301.tet
- 20220301.tg
- 20220301.th
- 20220301.ti
- 20220301.tk
- 20220301.tl
- 20220301.tn
- 20220301.to
- 20220301.tpi
- 20220301.tr
- 20220301.ts
- 20220301.tt
- 20220301.tum
- 20220301.tw
- 20220301.ty
- 20220301.tyv
- 20220301.udm
- 20220301.ug
- 20220301.uk
- 20220301.ur
- 20220301.uz
- 20220301.ve
- 20220301.vec
- 20220301.vep
- 20220301.vi
- 20220301.vls
- 20220301.vo
- 20220301.wa
- 20220301.war
- 20220301.wo
- 20220301.wuu
- 20220301.xal
- 20220301.xh
- 20220301.xmf
- 20220301.yi
- 20220301.yo
- 20220301.za
- 20220301.zea
- 20220301.zh
- 20220301.zh-classical
- 20220301.zh-min-nan
- 20220301.zh-yue
- 20220301.zu
viewer: false
---
# Dataset Card for Wikipedia
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://dumps.wikimedia.org](https://dumps.wikimedia.org)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Dataset Summary
Wikipedia dataset containing cleaned articles of all languages.
The datasets are built from the Wikipedia dump
(https://dumps.wikimedia.org/) with one split per language. Each example
contains the content of one full Wikipedia article with cleaning to strip
markdown and unwanted sections (references, etc.).
The articles are parsed using the ``mwparserfromhell`` tool, which can be installed with:
```
pip install mwparserfromhell
```
Then, you can load any subset of Wikipedia per language and per date this way:
```python
from datasets import load_dataset
load_dataset("wikipedia", language="sw", date="20220120")
```
> [!TIP]
> You can specify `num_proc=` in `load_dataset` to generate the dataset in parallel.
You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).
Some subsets of Wikipedia have already been processed by HuggingFace, and you can load them just with:
```python
from datasets import load_dataset
load_dataset("wikipedia", "20220301.en")
```
The list of pre-processed subsets is:
- "20220301.de"
- "20220301.en"
- "20220301.fr"
- "20220301.frr"
- "20220301.it"
- "20220301.simple"
### Supported Tasks and Leaderboards
The dataset is generally used for Language Modeling.
### Languages
You can find the list of languages [here](https://meta.wikimedia.org/wiki/List_of_Wikipedias).
## Dataset Structure
### Data Instances
An example looks as follows:
```
{'id': '1',
'url': 'https://simple.wikipedia.org/wiki/April',
'title': 'April',
'text': 'April is the fourth month...'
}
```
Some subsets of Wikipedia have already been processed by HuggingFace, as you can see below:
#### 20220301.de
- **Size of downloaded dataset files:** 5.34 GB
- **Size of the generated dataset:** 8.91 GB
- **Total amount of disk used:** 14.25 GB
#### 20220301.en
- **Size of downloaded dataset files:** 11.69 GB
- **Size of the generated dataset:** 20.28 GB
- **Total amount of disk used:** 31.96 GB
#### 20220301.fr
- **Size of downloaded dataset files:** 4.22 GB
- **Size of the generated dataset:** 7.38 GB
- **Total amount of disk used:** 11.60 GB
#### 20220301.frr
- **Size of downloaded dataset files:** 4.53 MB
- **Size of the generated dataset:** 9.13 MB
- **Total amount of disk used:** 13.66 MB
#### 20220301.it
- **Size of downloaded dataset files:** 2.71 GB
- **Size of the generated dataset:** 4.54 GB
- **Total amount of disk used:** 7.25 GB
#### 20220301.simple
- **Size of downloaded dataset files:** 133.89 MB
- **Size of the generated dataset:** 235.07 MB
- **Total amount of disk used:** 368.96 MB
### Data Fields
The data fields are the same among all configurations:
- `id` (`str`): ID of the article.
- `url` (`str`): URL of the article.
- `title` (`str`): Title of the article.
- `text` (`str`): Text content of the article.
### Data Splits
Here are the number of examples for several configurations:
| name | train |
|-----------------|--------:|
| 20220301.de | 2665357 |
| 20220301.en | 6458670 |
| 20220301.fr | 2402095 |
| 20220301.frr | 15199 |
| 20220301.it | 1743035 |
| 20220301.simple | 205328 |
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
Most of Wikipedia's text and many of its images are co-licensed under the
[Creative Commons Attribution-ShareAlike 3.0 Unported License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License)
(CC BY-SA) and the [GNU Free Documentation License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_the_GNU_Free_Documentation_License)
(GFDL) (unversioned, with no invariant sections, front-cover texts, or back-cover texts).
Some text has been imported only under CC BY-SA and CC BY-SA-compatible license and cannot be reused under GFDL; such
text will be identified on the page footer, in the page history, or on the discussion page of the article that utilizes
the text.
### Citation Information
```
@ONLINE{wikidump,
author = "Wikimedia Foundation",
title = "Wikimedia Downloads",
url = "https://dumps.wikimedia.org"
}
```
### Contributions
Thanks to [@lewtun](https://github.com/lewtun), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.