Basketball Analysis-Detailed Basketball Stats Analysis

Example

Calculating advanced metrics like Player Efficiency Rating (PER), True Shooting Percentage (TS%), and Offensive/Defensive Ratings.

Scenario

A coach wants to optimize a lineup by identifying which players contribute most efficiently on both ends. By comparing their PER and Offensive/Defensive Ratings, the coach can identify high-impact players to incorporate in crucial game moments.

Example

Comparing two players' performance across several key metrics, such as usage rate, assist-to-turnover ratio, and effective field goal percentage.

Scenario

A team is deciding between two free agents to sign. By comparing their key metrics, the team can determine which player better suits their play style, offensive, and defensive needs.

Example

Evaluating a team's pace, offensive and defensive efficiencies, and net rating to assess overall team performance.

Scenario

An analyst is preparing a pre-game report for a coach. By understanding the opponent's strengths and weaknesses through team performance analysis, the coach can tailor the game plan to exploit those weaknesses.

Example

Real-time tracking of shot charts, plus/minus differentials, and play-by-play analysis.

Scenario

A coach notices the team is struggling to score in transition. Using in-game strategy analysis, the coach can see where opponents are stopping fast breaks and adjust the offensive strategy accordingly.

Example

Breaking down a prospect's stats from college or international leagues, including points per game, shooting splits, and defensive impact.

Scenario

A team's scouting department is preparing for the NBA Draft. By analyzing prospects' performances across various statistical categories, scouts can identify players with skill sets that fit the team's needs.