Simple german sentiment
Project description
GerSent
GerSent is a project that tries to make a relativ good sentiment of a german sentence. Our first approach will be simple techniques like wordlist or interpration to assess the given sentence.
Getting Started
First you have to install our package.
pip install gersent
Now you are able to run a simple sentiment analysis over a german sentence.
from gersent import GerSent
ger_senti = GerSent()
print(ger_senti.sentiment('Ich bin ein guter Satz.')
Configurations
Examples
Positiv
# Die Äpfel schmecken gut.
{'negative': 0.0, 'positive': 0.3716, 'composite': 0.3716}
# Die Äpfel schmecken gut!
{'negative': 0.0, 'positive': 0.39018, 'composite': 0.39018}
# Die Äpfel schmecken gut!!!
{'negative': 0.0, 'positive': 0.42733999999999994, 'composite': 0.42733999999999994}
# Die Äpfel schmecken sehr gut!
{'negative': 0.0, 'positive': 0.39018, 'composite': 0.39018}
Negativ
# Die Äpfel schmecken nicht gut.
{'negative': -0.0, 'positive': -0.3716, 'composite': -0.3716}
References
Wordlists
R. Remus, U. Quasthoff & G. Heyer: SentiWS - a Publicly Available German-language Resource for Sentiment Analysis. In: Proceedings of the 7th International Language Ressources and Evaluation (LREC'10), 2010
Project details
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