Get list of common stop words in various languages in Python

Overview

Python Stop Words

Overview

Get list of common stop words in various languages in Python.

Build Status Coverage Status PyPI Version PyPI Status License PyPI Py_versions

Available languages

  • Arabic
  • Bulgarian
  • Catalan
  • Czech
  • Danish
  • Dutch
  • English
  • Finnish
  • French
  • German
  • Hungarian
  • Indonesian
  • Italian
  • Norwegian
  • Polish
  • Portuguese
  • Romanian
  • Russian
  • Spanish
  • Swedish
  • Turkish
  • Ukrainian

Installation

stop-words is available on PyPI

http://pypi.python.org/pypi/stop-words

So easily install it by pip

$ pip install stop-words

Another way is by cloning stop-words's git repo

$ git clone --recursive git://github.com/Alir3z4/python-stop-words.git

Then install it by running:

$ python setup.py install

Basic usage

from stop_words import get_stop_words

stop_words = get_stop_words('en')
stop_words = get_stop_words('english')

from stop_words import safe_get_stop_words

stop_words = safe_get_stop_words('unsupported language')

Python compatibility

Python Stop Words is compatibe with:

  • Python 2.7
  • Python 3.4
  • Python 3.5
  • Python 3.6
  • Python 3.7
Comments
  • Enforces packaging of eggs into folders.

    Enforces packaging of eggs into folders.

    We had an error in our CI pipeline where a package build would fail since the .egg of stop-words is downloaded as a zip.

    This leads to the following error where the initializer tries to open a directory when it is actually a zip archive.

    Not a directory: '/opt/project/.eggs/stop_words-2015.2.23.1-py3.6.egg/stop_words/stop-words/languages.json'

    opened by hfjn 10
  • add indonesian stop word list

    add indonesian stop word list

    Add stop word list for indonesian language, added mapping to JSON file. Source: https://www.illc.uva.nl/Research/Publications/Reports/MoL-2003-02.text.pdf

    opened by frankdevans 4
  • can you handle a text?

    can you handle a text?

    hello, no description about how to use. Now I have a text: The University of Waterloo Stratford Campus is located in Stratford Ontario Canada. It is one of the three satellite campuses of the University of Waterloo a member of the U15 Group of Canadian Research Universities.Established in June 2009 the University of Waterloo Stratford Campus is part of the Faculty of Arts at the University of Waterloo. how to use python-stop-words to filter the stop-words to get a text without stop-words?

    thank you very much!!

    question 
    opened by PapaMadeleine2022 2
  • Python 3 support

    Python 3 support

    List of improvements:

    • Tests
    • Python 3 support
    • Dev installation via zc.buildout
    • Continuous integration via Travis

    Can you make a new release once the branch merged ?

    Regards

    enhancement 
    opened by Fantomas42 2
  • languages.json is missing, if you don't git clone with `--recursive`

    languages.json is missing, if you don't git clone with `--recursive`

    languages.json is still missing, if you don't clone with --recursive

    $ git clone git://github.com/Alir3z4/python-stop-words.git $ cd python-stop-words $ python3 setup.py install Traceback (most recent call last): File "setup.py", line 5, in version=import("stop_words").get_version(), File "./stop_words/init.py", line 9, in with open(os.path.join(STOP_WORDS_DIR, 'languages.json'), 'rb') as map_file: FileNotFoundError: [Errno 2] No such file or directory: './stop_words/stop-words/languages.json'

    opened by marcindulak 1
  • Update submodule to the latest

    Update submodule to the latest

    Include the stops for newly added languages

    https://github.com/Alir3z4/stop-words/pull/4 https://github.com/Alir3z4/stop-words/pull/5 https://github.com/Alir3z4/stop-words/pull/6 https://github.com/Alir3z4/stop-words/pull/7

    enhancement 
    opened by norkans7 1
  • Decode error AND Add catalan language to LANGUAGE_MAPPING

    Decode error AND Add catalan language to LANGUAGE_MAPPING

    1. Add catalan language to LANGUAGE_MAPPING. I previously I added the file with stop words in project "stop-words"

    2. Decode error

    stop_words = [line.strip().decode('utf-8')
                 for line in language_file.readlines()]
    

    Strip() return a copy of the string with leading and trailing whitespace characters removed. But if the string contains non-ascii characters, Strip() causes a UnicodeDecodeError error (eg UnicodeDecodeError: 'utf8' codec can not decode byte 0xc3 in position 34: unexpected end of data).

    The workaround is to reorder the call:

    stop_words = [line.decode('utf-8').strip()
                 for line in language_file.readlines()]
    
    opened by dmiro 1
  • Defining custom stop words in NLTK

    Defining custom stop words in NLTK

    Hi, I want to know what is the method for defining our own custom stop word? I'm currently developing a sentiment analysis in my local language in which i'm using Naive Bayes classifier to classify the text. I'm quite new to this type of NLP project so sorry if there's a method that I miss.

    Hope you can help me thanks.

    opened by AllikDaniel 0
  • Example not work on python 3.7.0

    Example not work on python 3.7.0

    It return empty []

    from stop_words import get_stop_words
    
    stop_words = get_stop_words('en')
    stop_words = get_stop_words('english')
    
    from stop_words import safe_get_stop_words
    
    stop_words = safe_get_stop_words('unsupported language')
    print(stop_words)
    
    opened by nadavvin 2
Releases(2018.7.23)
  • 2018.7.23(Jul 23, 2018)

    2018.7.23

    • Fixed #14: languages.json is missing, if you don't git clone with --recursive.
    • Feature: Support latest version of Python (3.7+).
    • Feature #22: Enforces packaging of eggs into folders.
    • Update the stop-words repository to get the latest languages.
    • Fixed Travis failing and tests due to bootstrap.

    PyPI: https://pypi.org/project/stop-words/2018.7.23/

    To install:

    $ pip install stop-words==2018.7.23
    
    Source code(tar.gz)
    Source code(zip)
  • 2015.2.23.1(Feb 23, 2015)

  • 2015.2.23(Feb 23, 2015)

    2015.2.23


    • Feature: Using the cache is optional
    • Feature: Filtering stopwords

    Special thanks to Taras Labiak @kissarat

    PyPi: https://pypi.python.org/pypi/stop-words/2015.2.21

    Source code(tar.gz)
    Source code(zip)
  • 2015.2.21(Feb 21, 2015)

    2015.2.21


    • Feature: LANGUAGE_MAPPING is loads from stop-words/languages.json
    • Fix: Made paths OS-independent

    PyPi: https://pypi.python.org/pypi/stop-words/2015.2.21

    Special thanks to Taras Labiak @kissarat

    Source code(tar.gz)
    Source code(zip)
  • 2015.1.31(Feb 1, 2015)

  • 2015.1.22(Jan 22, 2015)

    2015.1.22


    • Feature: Tests
    • Feature: Python 3 support
    • Feature: Dev installation via zc.buildout
    • Feature: Continuous integration via Travis

    pypi: https://pypi.python.org/pypi/stop-words/2015.1.22

    Source code(tar.gz)
    Source code(zip)
  • 2015.1.19(Jan 19, 2015)

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Alireza Savand
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