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Dota 2 Intelligence Atlas: Predictive Models, Draft Networks, and Global Attention
An interactive exploration of what influences Dota 2 match outcomes, which hero pairings perform best, how draft relationships form networks, and where global attention concentrates. Built with OpenDota data, Google Trends, predictive modeling, PCA, clustering, and interactive Plotly visualizations. The project emphasizes interpretable evidence over certainty: an atlas, not an oracle.
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Universidad Nacional 2026-1
Agosto del 2026
Dota 2 Intelligence Atlas
A multidimensional analysis of 10,000 ranked Dota 2 matches combining predictive modeling, draft-profile clustering, hero-pair performance, co-selection networks, and Google Trends attention mapping.