Basketball Analytics with the NBA API - course bundle
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Ratings tables, shot charts, zone efficiency, the three-point revolution — and an Elo system you build yourself.

Run order:
 1. 10_build_an_nba_net_rating_dashboard_table.py  -  Build a Team Net-Rating Dashboard Table
      https://sportsdatatutorials.com/tutorials/build-an-nba-net-rating-dashboard-table.html
 2. 11_draw_an_nba_shot_chart_with_matplotlib.py  -  Draw an NBA Shot Chart with matplotlib
      https://sportsdatatutorials.com/tutorials/draw-an-nba-shot-chart-with-matplotlib.html
 3. 27_nba_shooting_by_zone_efficiency_table.py  -  NBA Shooting by Zone: Build a Shot-Zone Efficiency Table
      https://sportsdatatutorials.com/tutorials/nba-shooting-by-zone-efficiency-table.html
 4. 29_draw_a_league_wide_nba_shot_heatmap.py  -  Draw a League-Wide NBA Shot Heatmap
      https://sportsdatatutorials.com/tutorials/draw-a-league-wide-nba-shot-heatmap.html
 5. 42_efficiency_landscape_ortg_vs_drtg.py  -  The Efficiency Landscape: Plotting Offensive vs. Defensive Rating
      https://sportsdatatutorials.com/tutorials/efficiency-landscape-ortg-vs-drtg.html
 6. 28_the_rise_of_the_three_pointer.py  -  The Rise of the Three-Pointer: Two Decades of NBA Shot Selection
      https://sportsdatatutorials.com/tutorials/the-rise-of-the-three-pointer.html
 7. 63_does_shooting_more_threes_win_games.py  -  Does Shooting More Threes Actually Win Games? Two Decades of Evidence
      https://sportsdatatutorials.com/tutorials/does-shooting-more-threes-win-games.html
 8. 65_build_an_elo_rating_system.py  -  Build an Elo Rating System from Scratch
      https://sportsdatatutorials.com/tutorials/build-an-elo-rating-system.html

Every script runs from this folder as-is:  python <script>.py
The shared helpers and every sample CSV the scripts read are included,
so the whole course works offline.

Course page: https://sportsdatatutorials.com/tracks/basketball-analytics.html
All datasets documented: https://sportsdatatutorials.com/datasets.html
