Liebeck / spacy-sentiws

German sentiment scores with SentiWS as extension for spaCy

spacy-sentiws

This package uses the spaCy 3 extensions to add SentiWS as German sentiment score directly into your spaCy pipeline.

Usage

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

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

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 (Thanks for upgrading to spaCy 3)