Datasets:
Multilinguality:
multilingual
Language Creators:
crowdsourced
Annotations Creators:
no-annotation
Source Datasets:
original
License:
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. |