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Multidimensional Clustering Analysis: Analyzing NFL Head Coach Archetypes

Interactive 3D visualization of NFL coach clustering analysis using t-SNE dimensionality reduction and machine learning techniques.

🎛️ Interactive Controls

Data Point Information

Hover Example:

Andy Reid (1999) Cluster: Young Offensive Minds Age: 41 College Position: 6 years College Coordinator: 3 years College HC: 0 years NFL Position: 7 years NFL Coordinator: 0 years NFL HC: 0 years OC Performance: N/A DC Performance: N/A HC Performance: N/A Hiring Team Performance: -0.343 Previous HC Jobs: 0

Metric Definitions:

Cluster Assignment
ML-generated grouping based on similar career paths and characteristics
Career Experience
Years spent in different coaching roles before becoming an NFL head coach
Performance Metrics
OC/DC/HC Performance: Z-score standardized measures of team success in previous coordinator/head coach roles (30+ features)
Hiring Team Performance
Statistical measure of how well the hiring team performed over the previous two seasons over 10 z-score normalized metrics

Cluster Characteristics Heatmap

Interactive heatmap showing standardized characteristics across all clusters. Hover over cells for detailed values.