https://github.com/liebeck/spacy-sentiws

German sentiment scores with SentiWS as extension for spaCy
https://github.com/liebeck/spacy-sentiws

nlp spacy spacy-extension spacy-pipeline

Last synced: 2 months ago
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German sentiment scores with SentiWS as extension for spaCy

• Host: GitHub
• URL: https://github.com/liebeck/spacy-sentiws
• Owner: Liebeck
• License: mit
• Created: 2018-04-24T15:24:02.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-11-26T11:55:42.000Z (about 2 years ago)
• Last Synced: 2024-10-14T14:41:06.795Z (2 months ago)
• Topics: nlp, spacy, spacy-extension, spacy-pipeline
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 36
• Watchers: 4
• Forks: 6
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# spacy-sentiws

[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/Liebeck/spacy-sentiws/master/LICENSE.md)

[![Build Status](https://api.travis-ci.org/Liebeck/spacy-sentiws.svg?branch=master)](https://travis-ci.org/Liebeck/spacy-sentiws)

This package uses the [spaCy 3 extensions](https://spacy.io/usage/processing-pipelines#extensions) to add [SentiWS](http://wortschatz.uni-leipzig.de/en/download) as German sentiment score directly into your spaCy pipeline.

## Usage

``` python

import spacy

from spacy_sentiws import spaCySentiWS

nlp = spacy.load('de_core_news_sm')

nlp.add_pipe('sentiws', config={'sentiws_path': 'data/sentiws/'})

doc = nlp('Die Dummheit der Unterwerfung blüht in hübschen Farben.')

for token in doc:

    print('{}, {}, {}'.format(token.text, token._.sentiws, token.pos_))

```

## Installation

1. Use pip to install spacy-sentiws

``` bash

pip install spacy-sentiws

```

2. Download the SentiWS http://pcai056.informatik.uni-leipzig.de/downloads/etc/SentiWS/SentiWS_v2.0.zip and unzip it. The directory `data/sentiws` will be used by default.

## Local development

Use develop.py to extend the functionality

How to run the tests

``` bash

python -m unittest

```

How to update pip package: https://widdowquinn.github.io/coding/update-pypi-package/

```

python setup.py sdist bdist_wheel 

twine upload dist/PACKAGENAME-VERSION.tar.gz

```

## Contributors

* [stereolith](https://github.com/stereolith) (Thanks for upgrading to spaCy 3)