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Articles

Sentiment Analysis using Natural Language Processing for Social Media Data

Ranjan Kumar Mondal
Assistant Professor, Department of CSE, Swami Vivekananda University, Kolkata, WB

Published 2026-04-06

How to Cite

Mondal, Ranjan Kumar. “Sentiment Analysis Using Natural Language Processing for Social Media Data”. Swami Vivekananda University Press, Apr. 2026, pp. 7-19, https://swamivivekanandauniversitypress.com/index.php/svup/article/view/464.

Abstract

The explosion of social media has created a vast repository of unstructured text data, brimming with opinions, emotions, and sentiments. Natural Language Processing (NLP) techniques emerge as powerful tools to unlock the hidden insights within this data, particularly by enabling sentiment analysis. This book explores sentiment analysis’s methodology and applications in the rapidly developing field of natural language processing (NLP) as it relates to social media data.

DOI - https://doi.org/10.65525/SVUP.9788199565432.2026.7-19