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Web-and-Social-Media-Analytics

Python on Google Colab

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Reddit-based social media analysis of the r/AskWomen community (5M+ members). Extracted 4,000+ comments using the Reddit API, applied extensive preprocessing (SpaCy, contractions, language filtering), and performed sentiment analysis (VADER), topic modeling (LDA), and text mining to uncover key themes and emotional dynamics within the community.

preprocessing textmining topicmodelling sentimentanalysis apiextraction

Apache-2.0 license

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