Free Open-Source NLP for Text Emotion & Opinion Mining
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Updated
Mar 7, 2026
Free Open-Source NLP for Text Emotion & Opinion Mining
Sentiment Analysis evaluates the emotional tone of any text string. It returns an AFINN valence score, a comparative word-normalized score, and a five-tier sentiment label from very negative to very positive.
To associate your repository with the sentiment-api topic, visit your repo's landing page and select "manage topics."