This package uses the spaCy 3 extensions to add SentiWS as German sentiment score directly into your spaCy pipeline.
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_))
- Use pip to install spacy-sentiws
pip install spacy-sentiws
- 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.
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
- stereolith (Thanks for upgrading to spaCy 3)