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Liebeck/spacy-sentiws

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Liebeck/spacy-sentiws has 38 GitHub stars and 6 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-14 19:29 UTC. Last push 2026-04-13.

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About

German sentiment scores with SentiWS as extension for spaCy

Developer Tools

README.md

Original

spacy-sentiws

license Build Status

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
  1. 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