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        "author": "Arthit Suriyawongkul",
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        "description": "stopwordsiso\n=======\n\nCollection of stopwords for multiple languages, using ISO 639-1 language code.\n\nThis Python package is based on [Stopwords ISO](https://github.com/stopwords-iso) project by Gene Diaz. You can see the full list of stopwords in every languages available there. Contribution to the word lists should also happen there.\n\nComparable packages also published on [npm](https://www.npmjs.com/stopwords-iso) and [bower](https://bower.io).\n\n## Installation\n\n```sh\n$ pip install stopwordsiso\n```\n\n## Usage\n\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## Stopwords Data\n\nThe entire collection is in JSON format and can be found at [`stopwords-iso.json`](https://raw.githubusercontent.com/stopwords-iso/stopwords-iso/master/stopwords-iso.json) in your `stopwordsiso/` Python package directory. You are free to use this collection any way you like.\n\nStopwords for each language is a list value with a key of respective language in ISO 639-1 language code, like this:\n\n```json\n{\n    \"af\": [ \"aan\", \"af\", \"al\", \"as\", ],\n    \"ar\": [ \"\u0622\u0636\", \"\u0622\u0645\u064a\u0646\u064e\", \"\u0622\u0647\", \"\u0622\u0647\u0627\u064b\", ],\n}\n```\n\nIf you wish to add, remove, or update some of the stopwords, please go to **Stopwords ISO** project at https://github.com/stopwords-iso. \n\n\n## Credits\n\n- All stopwords sources are [listed here](https://github.com/stopwords-iso/stopwords-iso/blob/master/CREDITS.md)\n- Gene Diaz, stopwords compilation, npm and bower packages\n- Arthit Suriyawongkul, Python utility and pip package\n\n\n",
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