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Manosphere-Evolution

Analyzed user behavior in Reddit’s manosphere communities using PCA, K-Means, TF-IDF, and BERT. Mapped user transitions with Sankey flows and heatmaps. Improved subreddit classification by 28%, revealing key insights into ideological progression and engagement patterns.

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Analyzed user behavior in Reddit’s manosphere communities using PCA, K-Means, TF-IDF, and BERT. Mapped user transitions with Sankey flows and heatmaps. Improved subreddit classification by 28%, revealing key insights into ideological progression and engagement patterns.

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