CrowdPulse: From Trends to Insights in Reddit Discussions

Abstract

Reddit is a major source of user-generated content filled with discussions, opinions, and emotions. However, analyzing this data is challenging due to slang, sarcasm, and informal text. This study intro- duces CrowdPulse, a modular Reddit analysis system that processes and visualizes discussions into meaningful insights. The system includes modules for data collection, text cleaning, sentiment analysis, and visualization, offering transparency, scalability, and interactivity for researchers and businesses.