Sentiment Analysis using NLP in Python: A Practical Guide with NLTK, TextBlob and VADER

Dr. Soumen Atta, Ph.D.
Dev Genius
Published in
6 min readApr 18, 2023

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Sentiment analysis is a powerful tool in Natural Language Processing (NLP) that helps us to understand and quantify the emotional tone and sentiment expressed in text data. With the rise of social media and user-generated content, sentiment analysis has become an increasingly important part of text analytics, as it allows us to gain insights…

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Assistant Professor, Center for Information Technologies and Applied Mathematics, School of Engineering and Management, University of Nova Gorica, Slovenia