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

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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