NBA Player Shot Dataset (2023)
Player Shots Analysis: In-Depth Insights and Performance in 2023
@kaggle.dhavalrupapara_nba_2023_player_shot_dataset
About this Dataset
NBA Player Shot Dataset (2023)
This dataset opens the door to the intricacies of the 2023 NBA season, offering a profound understanding of the art of scoring in professional basketball. Within its comprehensive analysis, it showcases the remarkable prowess of 3 players LeBron James, James Harden, and Stephen Curry—true icons of the sport. Delve deep into the strategic brilliance that defines these players' shooting trends, performance metrics, and unwavering precision on the court. Whether you're a passionate basketball enthusiast or a data-driven analyst, this dataset provides a unique and invaluable window into the mastery of these legendary athletes and the ever-evolving game of basketball.
Key Features
| Column Names | Description |
|---|---|
| Top | The vertical position on the court where the shot was taken. |
| Left | The horizontal position on the court where the shot was taken. |
| Date | The date when the shot was taken. (e.g., Oct 18, 2022) |
| Qtr | The quarter in which the shot was attempted, typically represented as "1st Qtr," "2nd Qtr," etc. |
| Time Remaining | The time remaining in the quarter when the shot was attempted, typically displayed as minutes and seconds (e.g., 09:26). |
| Result | Indicates whether the shot was successful, with "TRUE" for a made shot and "FALSE" for a missed shot. |
| Shot Type | Describes the type of shot attempted, such as a "2" for a two-point shot or "3" for a three-point shot. |
| Distance (ft) | The distance in feet from the hoop to where the shot was taken. |
| Lead | Indicates whether the team was leading when the shot was attempted, with "TRUE" for a lead and "FALSE" for no lead. |
| LeBron Team Score | The team's score (in points) when the shot was taken. |
| Opponent Team Score | The opposing team's score (in points) when the shot was taken. |
| Opponent | The abbreviation for the opposing team (e.g., GSW for Golden State Warriors). |
| Team | The abbreviation for LeBron James's team (e.g., LAL for Los Angeles Lakers). |
| Season | The season in which the shots were taken, indicated as the year (e.g., 2023). |
| Color | Represents the color code associated with the shot, which may indicate shot outcomes or other characteristics (e.g., "red" or "green"). |
How to use this dataset
Data Scientists and Analysts: Employ advanced statistical analysis to uncover hidden patterns and insights in the shooting trends of LeBron James, James Harden, and Stephen Curry.
Basketball Researchers and Analysts: Evaluate the impact of shooting techniques and performance on game outcomes.
NBA Coaches and Officials: Utilize the dataset to study the strengths and weaknesses of individual players, enabling more targeted coaching and defensive strategies.
Sports Journalists and Commentators: Access detailed statistics to enhance game commentary and provide viewers with deeper insights into player performance.
Basketball Enthusiasts and Fans: Gain a new perspective on the game by exploring the shooting trends and performance of their favorite players.