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py_ball
Python API for stats.nba.com with a focus on NBA and WNBA applicationsbasketball_data_science
Working through Basketball Data Scienceshot_probability
Building a shot probability model from NBA shot chart datalocation_data
Generating shot, foul, and assist chartschallenges
Exploratory data analysis of the new NBA challenge ruledraft_combine
NBA Draft Combine Analysissynergy
NBA Synergy data explorationscoreboard
Using Jupyter to build a dashboard displaying a basketball scoreboardl2m
NBA Last Two Minute Report explorationETM
Basketball Metric Developmentnba_lottery
Tool to simulate the NBA lottery as teams are revealedassist_networks
Visualizing team assists as a network of player nodesfranchise_history
WNBA and NBA franchise history visualizationvideo
Accessing play-by-play videodefense
Visualizing and quantifying defensive impactteam_travel
Visualizing and quantifying NBA team travelbasketballrelativity.github.io
team_additions
Visualizing team and player statistics in the context of transactionsplaying_time_viz
Visualizing playing time throughout WNBA and NBA gamessalaries
Exploratory Analysis of NBA Salary Datarebounding
Visualizing and quantifying reboundingwnba_lottery
Tool to provide updated odds by team for the WNBA lottery as teams are revealedwin_probability
Developing NBA and WNBA in-game win probability modelsnba_lottery_site
Site to host live NBA Draft Lottery Oddsapproach
Modeling expected strokes as a function of distance from the hole and lie typenyc_bb
Visualization of New York City Public Basketball Courtsbball-analytics
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