|
--- |
|
license: mit |
|
language: |
|
- en |
|
size_categories: |
|
- n<1K |
|
--- |
|
|
|
## Dataset Description |
|
|
|
This dataset contains two CSV files with information about the 2018 NBA regular season: |
|
|
|
1. `game_results_2018.csv` - Contains results for each game played in the 2018 NBA regular season. |
|
|
|
2. `player_stats_2018.csv` - Contains average per-game stats for every starter in the 2018 NBA season. |
|
|
|
## Data Source |
|
|
|
The data was scraped from the official NBA website and sports reference sites that track NBA stats and results. |
|
|
|
## Data Fields |
|
|
|
`game_results_2018.csv`: |
|
|
|
- 'Date': Date the game was played (Day-of-Week Mnth Day Year) |
|
- 'Start (ET)': Start of Game (0:00p) |
|
- 'Away/Neutral': Away Team |
|
- 'PTS': Away/Neutral Points |
|
- 'Home/Neutral': Home Team |
|
- 'PTS': Home/Neutral Points |
|
- 'Box Score': Box Score Field |
|
- 'Overtime': Whether there was Overtime |
|
- 'Attendance': Attendance at the Arena |
|
- 'Arena': Name of the arena where the game took place |
|
|
|
|
|
`player_stats_2018.csv` fields: |
|
|
|
- 'Rk': Rank of the player on the team |
|
- 'Name': Full name of the player |
|
- 'Age' : Age of the Player |
|
- 'G': Games Played |
|
- 'GS': Games Started |
|
- 'MP': Minutes Played |
|
- 'FG': Field Goal Made |
|
- 'FGA': Field Goal Attempted |
|
- 'FG%': Field Goal Percentage |
|
- '3P': Three Point Made |
|
- '3PA': Three Point Attempted |
|
- '3P%': Three Point Percentage |
|
- '2P': Two Point Made |
|
- '2PA': Two Point Attempted |
|
- '2P%': Two Point Percentage |
|
- 'eFG%': Effective Field Goal percentage |
|
- 'FT': Free Throws Made |
|
- 'FTA': Free Throw Attempts |
|
- 'FT%': Free Throw Percentage |
|
- 'DRB': Defensive rebounds |
|
- 'TRB`: Rebounds |
|
- 'AST`: Assists |
|
- 'STL`: Steals |
|
- 'BLK`: Blocks |
|
- 'TOV`: Turnovers |
|
- 'PF': Personal Fouls |
|
- 'PTS/G' : Points per game |
|
- 'team': Team the player was on |
|
|
|
|
|
## Example Usage |
|
|
|
This dataset can be used for analysis of the 2018 NBA season, such as: |
|
|
|
- Calculating team and player stats/rankings |
|
- Predicting game outcomes based on matchups and player performance |
|
- Analyzing how game results impacted team standings |
|
- Visualizing player stats and performance over the season |
|
|
|
## License |
|
|
|
The data is provided under an open source MIT license.[1] |
|
|