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each](https://github.com/stopwords-iso).\n\n## Usage\n\nThe collection is in [JSON format](https://raw.githubusercontent.com/stopwords-iso/stopwords-iso/master/stopwords-iso.json).\nYou are free to use this collection any way you like.\n\nIt is only currently published on [npm](https://www.npmjs.com/stopwords-iso), [bower](https://bower.io), and [pip](https://pypi.org/project/stopwordsiso/).\n\n### Node/JavaScript\n\n```sh\n$ npm install stopwords-iso\n```\n\n```sh\n$ bower install stopwords-iso\n```\n\n```js\n// Node\nconst stopwords = require('stopwords-iso');  // object of stopwords for multiple languages\nconst english = stopwords.en;  // English stopwords\n```\n\n### Python\n\n```sh\n$ pip install stopwordsiso\n```\n\n```python\n# Python\nimport stopwordsiso as stopwords\n\nstopwords.has_lang(\"th\")  # check if there is a stopwords for the language\nstopwords.langs()  # return a set of all the supported languages\nstopwords.stopwords(\"en\")  # English stopwords\nstopwords.stopwords([\"de\", \"id\", \"zh\"])  # German, Indonesian, and Chinese stopwords\nstopwords.stopwords(\"xxx\")  # an empty set will be returned for unknown language\n```\n\n## Contributing\n\nIf you wish to remove or update some of the stopwords, please file an issue first before sending a PR on the repo of the specific language.\n\nIf you would like to add a stopword or a new set of stopwords, please add them as a new text file on the repo of the corresponding language.\n\n## Credits\n\nAll stopwords sources are [listed here](https://github.com/stopwords-iso/stopwords-iso/blob/master/CREDITS.md).\n\n### List of Included Languages\n\nThis table lists the entire set of ISO 639-1:2002 codes, with a check\nmark indicating those language codes that are found in `stopwords-iso.json`.\n\nThe list of codes itself is from [www.loc.gov](http://www.loc.gov/standards/iso639-2/php/code_list.php), which is\nthe official \"language codes list\" and is linked to from [www.iso.org](https://www.iso.org/iso-639-language-codes.html).\n\n| ISO 639-1 Code | Language | Included Here |\n| -------------- | -------- | ------------- |\n| aa | Afar |  |\n| ab | Abkhazian |  |\n| af | Afrikaans | ✓ |\n| ak | Akan |  |\n| sq | Albanian |  |\n| am | Amharic |  |\n| ar | Arabic | ✓ |\n| an | Aragonese |  |\n| hy | Armenian | ✓ |\n| as | Assamese |  |\n| av | Avaric |  |\n| ae | Avestan |  |\n| ay | Aymara |  |\n| az | Azerbaijani |  |\n| ba | Bashkir |  |\n| bm | Bambara |  |\n| eu | Basque | ✓ |\n| be | Belarusian |  |\n| bn | Bengali | ✓ |\n| bh | Bihari languages |  |\n| bi | Bislama |  |\n| bo | Tibetan |  |\n| bs | Bosnian |  |\n| br | Breton | ✓ |\n| bg | Bulgarian | ✓ |\n| my | Burmese |  |\n| ca | Catalan; Valencian | ✓ |\n| cs | Czech | ✓ |\n| ch | Chamorro |  |\n| ce | Chechen |  |\n| zh | Chinese | ✓ |\n| cu | Church Slavic; Old Slavonic; Church Slavonic; Old Bulgarian; Old Church Slavonic |  |\n| cv | Chuvash |  |\n| kw | Cornish |  |\n| co | Corsican 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