Beyond Open Looks

A data-driven exploration of NBA shot creation and efficiency, focusing on shot quality, self-creation, and elite scoring.

📊 Built using Python, pandas, seaborn, and Jekyll
🌐 Live site: keanuventura.github.io/BeyondOpenLooks

Key Features

• Shot Quality vs Actual eFG% visualizations
• Self-creation metrics comparison (e.g., %Unassisted Points vs TS%)
• Radar charts comparing players like Kevin Durant, Stephen Curry, and more
• League average benchmarks vs elite scorers
• Media visualization of shot quality metrics being outperformed

Data Sources

• pbp_stats for player shooting data
• League averages sourced from nba_advanced_stats