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pycaret / pycaret

An open-source, low-code machine learning library in Python
https://www.pycaret.org
MIT License
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Assign Sentiment to each text record - NLP #251

Closed ManuelBanza closed 1 year ago

ManuelBanza commented 4 years ago

Hi,

In the NLP Model when we do the assign model a dataset is returned with topics and the dominant_topic. Is it possible to also bring the sentiment score and polarity?

Cheers!

mghifari1910 commented 3 years ago

There's notebook by Hassan Amin on Kaggle explaining unsupervised sentiment analysis using Vader https://www.kaggle.com/hassanamin/unsupervised-sentiment-analysis-using-vader https://pypi.org/project/vaderSentiment/ https://github.com/cjhutto/vaderSentiment

it can assess sentiment based on punctuation, capitalization, conjunctions and slang even on emoji and emoticon is it possible to implement it on NLP modules? it would be really nice if it can automatically label data to 'positive', 'negative' or 'neutral' category based on the highest sentiment score

moezali1 commented 1 year ago

We are no more supporting the nlp and arules module in PyCaret due to lack to resources. Closing the issue now.