# DS701 Fall 2024 Midterm Competition — Data

来源：https://www.kaggle.com/competitions/ds-701-midterm-competition/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

## Files

*   **train.csv** - the training set
*   **test.csv** - the test set (does not contain labels)
*   **submission.csv** - a sample submission file in the correct format

## Columns and Attributes

These attributes are self-explanatory:

TEAM_NAME, PLAYER_NAME, POSITION_GROUP, POSITION, HOME_TEAM, AWAY_TEAM

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ID attributes (TEAM_ID, PLAYER_ID, GAME_ID) are NBA's IDs for their API. 

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SEASON_1 & SEASON_2: Season indicator variables
GAME_DATE: Date of the game (M-D-Y // Month-Date-Year).
EVENT_TYPE: Character variable denoting a shot outcome (Made Shot // Missed Shot).
SHOT_MADE: True/False variable denoting a shot outcome (True // False).
ACTION_TYPE: Description of shot type (layup, dunk, jump shot, etc.).
SHOT_TYPE: Type of shot (2PT or 3PT).
BASIC_ZONE: Name of the court zone the shot took place in.
 - Restricted Area, In the Paint (non-RA), Midrange, Left Corner 3, Right Corner 3, Above the Break, Backcourt.

ZONE_NAME: Name of the side of court the shot took place in.
- Left, Left side center, Center, Right Side Center, Right

ZONE_ABB: Abbreviation of the side of court (of ZONE_NAME).
- (L), (LC), (C), (RC), (R).

ZONE_RANGE: Distance range of shot by zones.
- Less than 8 ft., 8-16 ft. 16-24 ft. 24+ ft.

LOC_X: X coordinate of the shot in the x, y plane of the court (0, 50).
LOC_Y: Y coordinate of the shot in the x, y plane of the court (0, 50).
SHOT_DISTANCE: Distance of the shot with respect to the center of the hoop, in feet.
QUARTER: Quarter of the game. Values more than 4 denote overtime periods. 
MINS_LEFT: Minutes remaining in the quarter.
SECS_LEFT: Seconds remaining in minute of the quarter.