Datasets:
Multilinguality:
multilingual
Language Creators:
crowdsourced
Annotations Creators:
no-annotation
Source Datasets:
original
Tags:
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 - closed and no dump | |
| - ab | |
| - ace | |
| - ady | |
| - af | |
| - ak | |
| - als | |
| - alt | |
| - am | |
| - ami | |
| - an | |
| - ang | |
| - anp | |
| - ar | |
| - arc | |
| - ary | |
| - arz | |
| - as | |
| - ast | |
| - atj | |
| - av | |
| - avk | |
| - awa | |
| - ay | |
| - az | |
| - azb | |
| - ba | |
| - ban | |
| - bar | |
| # - bat-smg - see bcp47 below | |
| - bcl | |
| # - be-x-old - see bcp47 below | |
| - be | |
| - bg | |
| - bh | |
| - bi | |
| - bjn | |
| - blk | |
| - bm | |
| - bn | |
| - bo | |
| - bpy | |
| - br | |
| - bs | |
| - bug | |
| - bxr | |
| - ca | |
| # - cbk-zam - see bcp47 below | |
| - cdo | |
| - ce | |
| - ceb | |
| - ch | |
| - cho # closed | |
| - chr | |
| - chy | |
| - ckb | |
| - co | |
| - cr | |
| - crh | |
| - cs | |
| - csb | |
| - cu | |
| - cv | |
| - cy | |
| - da | |
| - dag | |
| - de | |
| - din | |
| - diq | |
| - dsb | |
| - dty | |
| - dv | |
| - dz | |
| - ee | |
| - el | |
| - eml | |
| - eo | |
| - es | |
| - et | |
| - eu | |
| - ext | |
| - fa | |
| - fat | |
| - ff | |
| - fi | |
| # - fiu-vro - see bcp47 below | |
| - fj | |
| - fo | |
| - fr | |
| - frp | |
| - frr | |
| - fur | |
| - fy | |
| - ga | |
| - gag | |
| - gan | |
| - gcr | |
| - gd | |
| - gl | |
| - glk | |
| - gn | |
| - gom | |
| - gor | |
| - got | |
| - gu | |
| - guc | |
| - gur | |
| - guw | |
| - gv | |
| - ha | |
| - hak | |
| - haw | |
| - he | |
| - hi | |
| - hif | |
| - ho # closed | |
| - hr | |
| - hsb | |
| - ht | |
| - hu | |
| - hy | |
| - hyw | |
| # - hz - closed and no dump | |
| - ia | |
| - id | |
| - ie | |
| - ig | |
| - ii # closed | |
| - ik | |
| - ilo | |
| - inh | |
| - io | |
| - is | |
| - it | |
| - iu | |
| - ja | |
| - jam | |
| - jbo | |
| - jv | |
| - ka | |
| - kaa | |
| - kab | |
| - kbd | |
| - kbp | |
| - kcg | |
| - kg | |
| - ki | |
| - kj # closed | |
| - kk | |
| - kl | |
| - km | |
| - kn | |
| - ko | |
| - koi | |
| # - kr - closed and no dump | |
| - krc | |
| - ks | |
| - ksh | |
| - ku | |
| - kv | |
| - kw | |
| - ky | |
| - la | |
| - lad | |
| - lb | |
| - lbe | |
| - lez | |
| - lfn | |
| - lg | |
| - li | |
| - lij | |
| - lld | |
| - lmo | |
| - ln | |
| - lo | |
| - lrc # closed | |
| - lt | |
| - ltg | |
| - lv | |
| - mad | |
| - mai | |
| # - map-bms - see bcp47 below | |
| - mdf | |
| - mg | |
| - mh | |
| - mhr | |
| - mi | |
| - min | |
| - mk | |
| - ml | |
| - mn | |
| - mni | |
| - mnw | |
| - mr | |
| - mrj | |
| - ms | |
| - mt | |
| - mus # closed | |
| - mwl | |
| - my | |
| - myv | |
| - mzn | |
| # - na - closed and no dump | |
| - nah | |
| - nap | |
| # - nds-nl - see bcp47 below | |
| - nds | |
| - ne | |
| - new | |
| - ng # closed | |
| - nia | |
| - nl | |
| - nn | |
| - no | |
| - nov | |
| - nqo | |
| - nrm | |
| - nso | |
| - nv | |
| - ny | |
| - oc | |
| - olo | |
| - om | |
| - or | |
| - os | |
| - pa | |
| - pag | |
| - pam | |
| - pap | |
| - pcd | |
| - pcm | |
| - pdc | |
| - pfl | |
| - pi | |
| - pih | |
| - pl | |
| - pms | |
| - pnb | |
| - pnt | |
| - ps | |
| - pt | |
| - pwn | |
| - qu | |
| - rm | |
| - rmy | |
| - rn | |
| - ro | |
| # - roa-rup - see bcp47 below | |
| # - roa-tara - see bcp47 below | |
| - ru | |
| - rue | |
| - rw | |
| - sa | |
| - sah | |
| - sat | |
| - sc | |
| - scn | |
| - sco | |
| - sd | |
| - se | |
| - sg | |
| - sh | |
| - shi | |
| - shn | |
| - si | |
| # - simple - see bcp47 below | |
| - sk | |
| - skr | |
| - sl | |
| - sm | |
| - smn | |
| - sn | |
| - so | |
| - sq | |
| - sr | |
| - srn | |
| - ss | |
| - st | |
| - stq | |
| - su | |
| - sv | |
| - sw | |
| - szl | |
| - szy | |
| - ta | |
| - tay | |
| - tcy | |
| - te | |
| - tet | |
| - tg | |
| - th | |
| - ti | |
| - tk | |
| - tl | |
| - tn | |
| - to | |
| - tpi | |
| - tr | |
| - trv | |
| - ts | |
| - tt | |
| - tum | |
| - tw | |
| - ty | |
| - tyv | |
| - udm | |
| - ug | |
| - uk | |
| - ur | |
| - uz | |
| - ve | |
| - vec | |
| - vep | |
| - vi | |
| - vls | |
| - vo | |
| - wa | |
| - war | |
| - wo | |
| - wuu | |
| - xal | |
| - xh | |
| - xmf | |
| - yi | |
| - yo | |
| - za | |
| - zea | |
| - zh | |
| # - zh-classical - see bcp47 below | |
| # - zh-min-nan - see bcp47 below | |
| # - zh-yue - see bcp47 below | |
| - zu | |
| language_bcp47: | |
| - bat-smg | |
| - be-x-old | |
| - cbk-zam | |
| - fiu-vro | |
| - map-bms | |
| - nds-nl | |
| - roa-rup | |
| - roa-tara | |
| - simple | |
| - zh-classical | |
| - zh-min-nan | |
| - zh-yue | |
| dataset_info: | |
| - config_name: 20230601.ab | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
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| num_examples: 6114 | |
| download_size: 1172328 | |
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| - config_name: 20230601.ace | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 4887561 | |
| num_examples: 12839 | |
| download_size: 1473823 | |
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| - config_name: 20230601.ady | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
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| download_size: 280249 | |
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| - config_name: 20230601.af | |
| features: | |
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| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
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| - name: url | |
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| - name: title | |
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| dtype: string | |
| splits: | |
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| - name: title | |
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| splits: | |
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| features: | |
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| - config_name: 20230601.et | |
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| download_size: 262989758 | |
| dataset_size: 431680309 | |
| # Wikipedia | |
| This Wikipedia dataset contains all available languages for recent dumps. It is | |
| a refresh of the [20220301 wikipedia](https://hf.co/datasets/wikipedia) from | |
| Huggingface, so it has the same license and dataset card details. The benefits | |
| of this dataset are: | |
| - more recent dumps (see table below) | |
| - a few additional languages | |
| - all available languages are preprocessed (including the largests: `en` and | |
| `ceb`) | |
| | version | dump | # available languages | closed & dump | closed & no dump | | |
| | ----- | ---- | ----- | ------ | --- | | |
| | `1.0.0` | 20230601 | 328 | 9: ak (soon), cho, ho, ii, kj, lrc, mh, mus, ng | 4: aa, hz, kr, na | | |
| | `1.1.0` | 20230601 | 329 (+et ~[az,ceb,ch,hr,ii,lrc,ta]) | 9: ak (soon), cho, ho, ii, kj, lrc, mh, mus, ng | 4: aa, hz, kr, na | | |
| | `1.2.0` | 20230901 | idem | 9: ak , cho, ho, ii, kj, lrc, mh, mus, ng | 4: aa, hz, kr, na | | |
| Source: [List of Wikimedia | |
| Languages](https://en.wikipedia.org/wiki/List_of_Wikipedias). A few (9) | |
| Wikimedias are closed, meaning they won't have new pages, but the dumps are | |
| still available. In addition, very few (4) Wikimedias are closed and don't | |
| have dumps anymore. | |
| ## Release Notes | |
| `1.2.0` | |
| - **chore**: Update to 20230901 | |
| `1.1.0` | |
| - **feat**: Add missing estonian (my bad), thanks Chris Ha | |
| - **fix**: update category lists for az, ceb, ch, hr, ii, lrc, ta, which means | |
| they were all processed again. | |
| `1.0.0` | |
| - **chore**: File layout is now `data/{dump}/{lang}/{info.json,*.parquet}`. | |
| Sorry for the radical update, probably won't happen again. | |
| - **chore**: Parquet files are now sharded (size < 200 MB), allowing parallel | |
| downloads and processing. | |
| - **fix**: All languages were all processed again because of a bug in the media | |
| and category names, leading to some links not being extracted. | |
| - **feat**: Add `en` and `ceb` which were too big for my Beam DirectRunner at | |
| the time. | |
| ## Usage | |
| ```python | |
| from datasets import load_dataset | |
| wikipedia_es = load_dataset("graelo/wikipedia", "20230601.es") | |
| ``` | |
| --- | |
| ## Build instructions | |
| Developer only. This dataset was preprocessed with a Beam DirectRunner as | |
| follows. | |
| ### 1. Determine the date of the dump you are interested in | |
| Choose one wikipedia dump, for instance <https://dumps.wikimedia.org/cewiki/> | |
| and identify the date. | |
| ### 2. [Optional] Get a refreshed list of languages | |
| This is optional because it not very likely that a new language will have | |
| suddenly appeared since the last version _and_ have a significant dataset. | |
| Navigate to <https://en.wikipedia.org/wiki/List_of_Wikipedias> and copy the | |
| languages column from the "Detailed list" table (near the end of the page). | |
| Copy that content in the form of a Python list into `lang_def.py` (at the top | |
| of the repo) under a new date. | |
| ### 3. [Optional] Create Media and Category aliases | |
| In order to properly extract links to images and media in all languages, we | |
| must refresh the two corresponding files. To do so, from the root of the repo, | |
| run | |
| ```sh | |
| python -m prep.create_aliases | |
| ``` | |
| This will create or update these two files at the root of the repo: | |
| - `media_aliases.py` | |
| - `category_aliases.py` | |
| These files are used in the final step | |
| ### 4. Build and prepare the datasets into sharded parquet files | |
| Running this script downloads the wikipedia dumps for each language in | |
| `lang_def.py` and shards each language dataset into the appropriate number of | |
| shards (max size ~ 250MB). | |
| ```sh | |
| python -m prep.build --date 20230601 | |
| ``` | |
| There are other options: | |
| ```text | |
| $ python -m prep.build --help | |
| usage: Wikipedia Builder [-h] [--date DATE] [--language [LANG ...]] [--cache-dir DIR] [--mirror MIRROR] | |
| Prepares the Wikipedia dataset for each language | |
| optional arguments: | |
| -h, --help show this help message and exit | |
| --date DATE Wikipedia dump date (e.g. 20230601) | |
| --language [LANG ...] Language code (e.g. en). If missing, all languages are processed | |
| --cache-dir DIR Cache directory for 🤗 Datasets | |
| --mirror MIRROR Mirror URL | |
| ``` | |
| For instance, for faster downloads of the dumps, use the mirror option: | |
| ```sh | |
| python -m prep.build \ | |
| --date 20230601 \ | |
| --language bs \ | |
| --mirror https://mirror.accum.se/mirror/wikimedia.org/dumps/ | |
| ``` | |
| It will download the dumps at around 60MB/s instead of the capped speed | |
| (~4MB/s) from <https://dumps.wikimedia.org>. The script will skip existing | |
| directories, allowing you to run the script in several passes. | |
| Notes: | |
| - These instructions build upon the build process of the | |
| [Wikipedia](https://huggingface.co/datasets/wikipedia) 🤗 Dataset. HF did a | |
| fantastic job, I just pushed it a bit further. | |
| - Be aware that not all mirrors contain all dumps. For instance mirror.accum.se | |
| does not contain dumps for languages such as be-x-old or cbk-zam. My own | |
| solution is to run a first pass using the aforementioned mirror, and a second | |
| pass with the official `https://dumps.wikimedia.org` site (omitting the | |
| `--mirror` parameter). | |