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)

Owner
Alireza Savand
I am Alireza Savand, a Software Architect.
Alireza Savand
this repository has datasets containing information of Uber pickups in NYC from April 2014 to September 2014 and January to June 2015. data Analysis , virtualization and some insights are gathered here

uber-pickups-analysis Data Source: https://www.kaggle.com/fivethirtyeight/uber-pickups-in-new-york-city Information about data set The dataset contain

1 Nov 02, 2021
Fine-tuning scripts for evaluating transformer-based models on KLEJ benchmark.

The KLEJ Benchmark Baselines The KLEJ benchmark (Kompleksowa Lista Ewaluacji Językowych) is a set of nine evaluation tasks for the Polish language und

Allegro Tech 17 Oct 18, 2022
BERN2: an advanced neural biomedical namedentity recognition and normalization tool

BERN2 We present BERN2 (Advanced Biomedical Entity Recognition and Normalization), a tool that improves the previous neural network-based NER tool by

DMIS Laboratory - Korea University 99 Jan 06, 2023
Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2021).

Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER. @inproceedings{tedes

Babelscape 40 Dec 11, 2022
News-Articles-and-Essays - NLP (Topic Modeling and Clustering)

NLP T5 Project proposal Topic Modeling and Clustering of News-Articles-and-Essays Students: Nasser Alshehri Abdullah Bushnag Abdulrhman Alqurashi OVER

2 Jan 18, 2022
Khandakar Muhtasim Ferdous Ruhan 1 Dec 30, 2021
A Chinese to English Neural Model Translation Project

ZH-EN NMT Chinese to English Neural Machine Translation This project is inspired by Stanford's CS224N NMT Project Dataset used in this project: News C

Zhenbang Feng 29 Nov 26, 2022
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Multilabel time series classification with LSTM Tensorflow implementation of model discussed in the following paper: Learning to Diagnose with LSTM Re

Aaqib 552 Nov 28, 2022
Count the frequency of letters or words in a text file and show a graph.

Word Counter By EBUS Coding Club Count the frequency of letters or words in a text file and show a graph. Requirements Python 3.9 or higher matplotlib

EBUS Coding Club 0 Apr 09, 2022
Residual2Vec: Debiasing graph embedding using random graphs

Residual2Vec: Debiasing graph embedding using random graphs This repository contains the code for S. Kojaku, J. Yoon, I. Constantino, and Y.-Y. Ahn, R

SADAMORI KOJAKU 5 Oct 12, 2022
Tool which allow you to detect and translate text.

Text detection and recognition This repository contains tool which allow to detect region with text and translate it one by one. Description Two pretr

Damian Panek 176 Nov 28, 2022
A curated list of FOSS tools to improve the Hacker News experience

Awesome-Hackernews Hacker News is a social news website focusing on computer technologies, hacking and startups. It promotes any content likely to "gr

Bryton Lacquement 141 Dec 27, 2022
jiant is an NLP toolkit

jiant is an NLP toolkit The multitask and transfer learning toolkit for natural language processing research Why should I use jiant? jiant supports mu

ML² AT CILVR 1.5k Jan 04, 2023
Jarvis is a simple Chatbot with a GUI capable of chatting and retrieving information and daily news from the internet for it's user.

J.A.R.V.I.S Kindly consider starring this repository if you like the program :-) What/Who is J.A.R.V.I.S? J.A.R.V.I.S is an chatbot written that is bu

Epicalable 50 Dec 31, 2022
Multi Task Vision and Language

12-in-1: Multi-Task Vision and Language Representation Learning Please cite the following if you use this code. Code and pre-trained models for 12-in-

Meta Research 711 Jan 08, 2023
Code for paper Multitask-Finetuning of Zero-shot Vision-Language Models

Code for paper Multitask-Finetuning of Zero-shot Vision-Language Models

Zhenhailong Wang 2 Jul 15, 2022
Pretrain CPM - 大规模预训练语言模型的预训练代码

CPM-Pretrain 版本更新记录 为了促进中文自然语言处理研究的发展,本项目提供了大规模预训练语言模型的预训练代码。项目主要基于DeepSpeed、Megatron实现,可以支持数据并行、模型加速、流水并行的代码。 安装 1、首先安装pytorch等基础依赖,再安装APEX以支持fp16。 p

Tsinghua AI 37 Dec 06, 2022
A raytrace framework using taichi language

ti-raytrace The code use Taichi programming language Current implement acceleration lvbh disney brdf How to run First config your anaconda workspace,

蕉太狼 73 Dec 11, 2022
Fast, DB Backed pretrained word embeddings for natural language processing.

Embeddings Embeddings is a python package that provides pretrained word embeddings for natural language processing and machine learning. Instead of lo

Victor Zhong 212 Nov 21, 2022
Train 🤗transformers with DeepSpeed: ZeRO-2, ZeRO-3

Fork from https://github.com/huggingface/transformers/tree/86d5fb0b360e68de46d40265e7c707fe68c8015b/examples/pytorch/language-modeling at 2021.05.17.

Junbum Lee 12 Oct 26, 2022