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--- |
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dataset_info: |
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features: |
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- name: INSTRUCTION |
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dtype: string |
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- name: RESPONSE |
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dtype: string |
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- name: SOURCE |
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dtype: string |
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- name: METADATA |
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struct: |
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- name: answer_score |
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dtype: int64 |
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- name: question_score |
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dtype: int64 |
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- name: tags |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 6549838664 |
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num_examples: 6331083 |
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download_size: 3755782987 |
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dataset_size: 6549838664 |
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license: cc-by-sa-4.0 |
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language: |
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- en |
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- uk |
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- ru |
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- de |
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- fr |
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- it |
|
- es |
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pretty_name: Open-Assistant StackExchange Instruction |
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--- |
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|
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# Stackexchange Instructions for OpenAssistant |
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This dataset is taken from https://archive.org/details/stackexchange. |
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There's a single parquet file combining all stackexchange sites. The threads |
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have been filtered as follows: only threads with an accepted answer, for which |
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both the question and response is less than 1000 characters have been choosen. |
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Other answers, or questions without accepted answers, or long entries have been |
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droppped. |
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|
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Each row consists of |
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|
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- INSTRUCTION |
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- RESPONSE |
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- SOURCE («stackexchange-ai«) |
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- METADATA (tags, question_score, answer_score). |
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|
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Original extraction code by https://github.com/b-mc2 |
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|
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## How to Reproduce this Dataset |
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|
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1. Download all XML files from the stackexchange archive into the xml/ folder |
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``` |
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./download.py |
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``` |
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2. Process the XML, filter conversations and convert to OA format into parquet/ folder |
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|
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``` |
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./process.py |
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``` |
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3. Run stats on all files in the parquet/ folder |
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``` |
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./stats.py |
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``` |
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4. Combine all parquet files into one large stackexchange.parquet file |
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``` |
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./combine.py |
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``` |
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5. Upload to huggingface hub, you'll first need use huggingface-cli login |
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``` |
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./upload.py |
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``` |
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|
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## Statistics |
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|
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- 3dprinting: 1,006 |
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- academia: 6,956 |
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- ai: 1,169 |
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- android: 11,591 |
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- anime: 3,688 |
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- apple: 32,603 |
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- arduino: 3,725 |
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- askubuntu: 78,472 |
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- astronomy: 2,425 |
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- aviation: 4,945 |
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- avp: 1,949 |
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- beer: 387 |
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- bicycles: 4,835 |
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- bioacoustics: 70 |
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- bioinformatics: 903 |
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- biology: 5,344 |
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- bitcoin: 7,456 |
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- blender: 25,527 |
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- boardgames: 4,538 |
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- bricks: 1,457 |
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- buddhism: 911 |
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- cardano: 670 |
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- chemistry: 7,430 |
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- chess: 2,185 |
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- chinese: 4,897 |
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- christianity: 1,248 |
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- civicrm: 3,221 |
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- codegolf: 943 |
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- codereview: 2,171 |
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- coffee: 350 |
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- cogsci: 645 |
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- computergraphics: 540 |
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- conlang: 101 |
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- cooking: 7,951 |
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- craftcms: 4,533 |
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- crafts: 438 |
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- crypto: 4,425 |
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- cs: 9,478 |
|
- cseducators: 71 |
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- cstheory: 2,196 |
|
- datascience: 5,045 |
|
- dba: 16,850 |
|
- devops: 961 |
|
- diy: 14,400 |
|
- drones: 190 |
|
- drupal: 24,090 |
|
- dsp: 4,470 |
|
- earthscience: 922 |
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- ebooks: 323 |
|
- economics: 2,120 |
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- electronics: 41,717 |
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- elementaryos: 1,769 |
|
- ell: 30,428 |
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- emacs: 7,140 |
|
- engineering: 2,314 |
|
- english: 42,415 |
|
- eosio: 626 |
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- es_stackoverflow: 21,475 |
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- esperanto: 617 |
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- ethereum: 9,603 |
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- expatriates: 973 |
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- expressionengine: 3,638 |
|
- fitness: 1,833 |
|
- freelancing: 338 |
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- french: 5,193 |
|
- gamedev: 9,678 |
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- gaming: 44,899 |
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- gardening: 4,492 |
|
- genealogy: 487 |
|
- german: 6,715 |
|
- gis: 30,249 |
|
- graphicdesign: 10,563 |
|
- ham: 790 |
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- hardwarerecs: 647 |
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- health: 804 |
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- hermeneutics: 782 |
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- hinduism: 1,036 |
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- history: 1,776 |
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- homebrew: 2,357 |
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- hsm: 484 |
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- interpersonal: 199 |
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- iot: 331 |
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- iota: 292 |
|
- islam: 1,496 |
|
- italian: 1,356 |
|
- ja_stackoverflow: 9,734 |
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- japanese: 13,862 |
|
- joomla: 1,875 |
|
- judaism: 6,156 |
|
- korean: 754 |
|
- languagelearning: 135 |
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- latin: 1,387 |
|
- law: 3,475 |
|
- lifehacks: 934 |
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- linguistics: 1,507 |
|
- literature: 582 |
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- magento: 20,537 |
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- martialarts: 364 |
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- materials: 338 |
|
- math: 501,019 |
|
- matheducators: 316 |
|
- mathematica: 19,529 |
|
- mathoverflow_net_7z: 23,803 |
|
- mechanics: 4,735 |
|
- meta: 34,161 |
|
- meta_askubuntu: 2,076 |
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- meta_mathoverflow_net_7z: 333 |
|
- meta_serverfault: 823 |
|
- meta_stackoverflow: 12,641 |
|
- meta_superuser: 1,748 |
|
- moderators: 39 |
|
- monero: 1,443 |
|
- money: 7,996 |
|
- movies: 6,789 |
|
- music: 5,740 |
|
- musicfans: 781 |
|
- mythology: 271 |
|
- networkengineering: 4,637 |
|
- opendata: 1,117 |
|
- opensource: 805 |
|
- or: 586 |
|
- outdoors: 1,503 |
|
- parenting: 815 |
|
- patents: 582 |
|
- pets: 1,081 |
|
- philosophy: 1,505 |
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- photo: 6,386 |
|
- physics: 35,386 |
|
- pm: 982 |
|
- poker: 431 |
|
- politics: 1,903 |
|
- portuguese: 658 |
|
- proofassistants: 87 |
|
- pt_stackoverflow: 27,650 |
|
- puzzling: 11,959 |
|
- quant: 3,303 |
|
- quantumcomputing: 1,604 |
|
- raspberrypi: 6,794 |
|
- retrocomputing: 1,016 |
|
- reverseengineering: 1,606 |
|
- robotics: 1,020 |
|
- rpg: 9,517 |
|
- ru_stackoverflow: 106,714 |
|
- rus: 8,210 |
|
- russian: 1,960 |
|
- salesforce: 27,962 |
|
- scicomp: 1,403 |
|
- scifi: 15,174 |
|
- security: 11,733 |
|
- serverfault: 81,229 |
|
- sharepoint: 24,934 |
|
- sitecore: 2,691 |
|
- skeptics: 1,043 |
|
- softwareengineering: 10,526 |
|
- softwarerecs: 3,032 |
|
- solana: 602 |
|
- sound: 2,031 |
|
- space: 3,145 |
|
- spanish: 3,049 |
|
- sports: 1,715 |
|
- sqa: 1,944 |
|
- stackapps: 702 |
|
- stackoverflow: 4,269,779 |
|
- stats: 23,102 |
|
- stellar: 373 |
|
- substrate: 812 |
|
- superuser: 128,488 |
|
- sustainability: 240 |
|
- tex: 42,808 |
|
- tezos: 635 |
|
- tor: 887 |
|
- travel: 9,957 |
|
- tridion: 1,769 |
|
- ukrainian: 577 |
|
- unix: 54,338 |
|
- ux: 7,403 |
|
- vegetarianism: 151 |
|
- vi: 4,360 |
|
- webapps: 10,159 |
|
- webmasters: 9,413 |
|
- windowsphone: 1,110 |
|
- woodworking: 677 |
|
- wordpress: 24,270 |
|
- workplace: 4,104 |
|
- worldbuilding: 2,766 |
|
- writers: 1,957 |
|
|
|
--- |
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|
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## license: cc-by-sa-4.0 // See https://archive.org/details/stackexchange for details |
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|
