| --- |
| 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. |
