Sentiment analysis and topic modeling of social media data to explore public discourse on irritable bowel syndrome

Abstract Irritable Bowel Syndrome (IBS) is a functional gastrointestinal disorder affecting 10–15% of the global population, characterized by abdominal pain, bloating, and altered bowel habits. This study aimed to analyze IBS-related discussions on X.com using sentiment analysis and topic modeling t...

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Bibliographic Details
Main Authors: Ravi Shankar, Alexander Wenjun Yip
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-08599-7
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