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        "author": "Taha Zerrouki",
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            "Development Status :: 5 - Production/Stable",
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            "Natural Language :: Arabic",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Topic :: Text Processing :: Linguistic"
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        "description": "#Qalsadi Arabic Morphological Analyzer for Python\n\n\n\n  Developpers:  Taha Zerrouki: http://tahadz.com\n    taha dot zerrouki at gmail dot com\n\nFeatures |   value\n---------|---------------------------------------------------------------------------------\nAuthors  | [Authors.md](https://github.com/linuxscout/qalsadi/master/AUTHORS.md)\nRelease  | 0.2 \nLicense  |[GPL](https://github.com/linuxscout/qalsadi/master/LICENSE)\nTracker  |[linuxscout/qalsadi/Issues](https://github.com/linuxscout/qalsadi/issues)\nWebsite  |[https://pypi.python.org/pypi/qalsadi](https://pypi.python.org/pypi/qalsadi)\nDoc  |[package Documentaion](http://pythonhosted.org/qalsadi/)\nSource  |[Github](http://github.com/linuxscout/qalsadi)\nDownload  |[sourceforge](http://qalsadi.sourceforge.net)\nFeedbacks  |[Comments](http://tahadz.com/qalsadi/contact)\nAccounts  |[@Twitter](https://twitter.com/linuxscout)  [@Sourceforge](http://sourceforge.net/projects/qalsadi/)\n\n\n\n## Citation\nIf you would cite it in academic work, can you use this citation\n```\nT. Zerrouki\u200f, Qalsadi, Arabic mophological analyzer Library for python.,  https://pypi.python.org/pypi/qalsadi/\n```\nor in bibtex format\n```bibtex\n@misc{zerrouki2012qalsadi,\n  title={qalsadi, Arabic mophological analyzer Library for python.},\n  author={Zerrouki, Taha},\n  url={https://pypi.python.org/pypi/qalsadi},\n  year={2012}\n}\n```\n\n\n##   \u0645\u0632\u0627\u064a\u0627\n \n \n## Features\n - Arabic word Light Stemming.\n* Features:\n\t- Vocalized Text Analyzer, \n\t- Use Qutrub library to analyze verbs.\n\t- give word frequency in arabic modern use.\n \n* Requirement:\n\t- libQutrub: Qutrub verb conjugation library: http://pypi.pyton/LibQutrub\n\t- PyArabic: Arabic language tools library   : http://pypi.pyton/pyarabic\n\t- Tashaphyne;Arabic Light Stemmer library\t: http://pypi.python.org/pypi/Tashaphyne/\n\n\nApplications\n====\n* Stemming texts\n* Text Classification and categorization\n* Sentiment Analysis\n* Named Entities Recognition\n\nInstallation\n=====\n```\npip install qalsadi\n```    \nRequirements\n----------------\n - libQutrub: Qutrub verb conjugation library: http://pypi.pyton/LibQutrub\n - PyArabic: Arabic language tools library   : http://pypi.pyton/pyarabic\n - Tashaphyne;Arabic Light Stemmer library\t: http://pypi.python.org/pypi/Tashaphyne/\n - Naftawayh : Arabic words tagger: \t: http://pypi.python.org/pypi/Naftawayh/ \n - Arramooz : Arabic dictionary\n - CodernityDB : No Sql native python database \n  \nUsage\n=====\n\n\n\n\n### Example \n\n``` python\nfilename=\"samples/text.txt\"\n\ntry:\n    myfile=open(filename)\n    text=(myfile.read()).decode('utf8');\n\n    if text == None:\n        text=u\"\u0627\u0644\u0633\u0644\u0627\u0645 \u0639\u0644\u064a\u0643\u0645\"\nexcept:\n    text=u\"\u0623\u0633\u0644\u0645\"\n    print \" given text\"\n\ndebug=False;\nlimit=500\nanalyzer=Analex()\nanalyzer.set_debug(debug);\nresult = analyzer.check_text(text);\nprint '----------------python format result-------'\nprint result\nfor i in range(len(result)):\n#       print \"--------\u062a\u062d\u0644\u064a\u0644 \u0643\u0644\u0645\u0629  ------------\", word.encode('utf8');\n    print \"-------------One word detailed case------\";\n    for analyzed in  result[i]:\n        print \"-------------one case for word------\";\n        print repr(analyzed);\n```\n\n\n\n\n\nFiles\n=====\n* file/directory    category    description \n\n\n\n## Featured Posts",
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