Chinastark/bird_dataset huggingface dataset:
Column: playerID
Data format: text
Description: player ID
Column: year
Data format: integer
Description: play year
Column: stint
Data format: integer
Description: Stint (order of appearance in a season)
Column: tmID
Name: team id
Data format: text
Description: team id
Column: lgID
Name: league id
Data format: text
Description: league id
Column: pos
Name: position 
Data format: text
Description: position
Value description: commonsense evidence:
LW: left winger
RW: right winger
C: center
G: goalie
D: defenseman
W: winger
F: forward
the player with W (winger) means he can play the role as both LW (left winger) and RW (right winger)
some players have two positions, which will be shown as "L/D". It means that LW + D --> left winger and defenseman
Column: GP
Name: game played
Data format: integer
Description: game played
Column: G
Name: goals
Data format: integer
Description: goals
Column: A
Name: assists
Data format: integer
Description: assists
Column: Pts
Name: points
Data format: integer
Description: points
Column: PIM
Name: Penalty minutes
Data format: integer
Description: Penalty minutes
Column: +/-
Name: Plus / minus
Data format: text
Description: Plus / minus
Value description: commonsense evidence:
The plus minus stat is used to determine how often a player is on the ice when a goal is scored for the team versus against the team. A positive plus minus means that the player has been on for more goals scored than against, while a negative number means they have been on for more against.
In another words, higher "+ / -" means more importance to the team, lower means less importance
Column: PPG
Name: Power play goals
Data format: text
Description: Power play goals
Value description: commonsense evidence:
When a team with more players on the ice scores a goal it is known as a power play goal. Many goals are scored in power play situations as the team is able to keep possession of the puck and have more scoring chances.
Column: PPA
Name: Power play assists
Data format: text
Description: Power play assists
Column: SHG
Name: Shorthanded goals
Data format: text
Description: Shorthanded goals
Value description: commonsense evidence: 
Sometimes the team with fewer players on the ice known as the short-handed team will score a goal.
Column: SHA
Name: Shorthanded assists
Data format: text
Description: Shorthanded assists
Column: GWG
Name: Game-winning goals
Data format: text
Description: Game-winning goals
Value description: commonsense evidence: 
A game-winning goal (GWG) is the goal scored to put the winning team in excess of the losing team's final score.
commonsense evidence:
if a player gets more GWG, it means this player is more trustworthy in the critical moment.
Column: GTG
Name: Game-tying goals
Data format: text
Description: Game-tying goals
Value description: A game-tying goal (GWG) is the goal scored to put the winning team in the ties of the losing team's final score
Column: SOG
Name: Shots on goal
Data format: text
Description: Shots on goal
Value description: commonsense evidence:
a shot that enters the goal or would have entered the goal if it had not been blocked by the goalkeeper or another defensive player.
Column: PostG
Name: Postseason goals
Data format: text
Description: Postseason goals
Column: PostA
Name: Postseason assists
Data format: text
Description: Postseason assists
Column: PostPts
Name: Postseason points
Data format: text
Description: Postseason points
Column: PostPIM
Name: Postseason penalty minutes
Data format: text
Description: Postseason penalty minutes
Column: Post+/-
Name: Postseason Plus / minus
Data format: text
Description: Postseason Plus / minus
Column: PostPPG
Name: Postseason power play goals
Data format: text
Description: Postseason power play goals
Column: PostPPA
Name: Postseason power play assists
Data format: text
Description: Postseason power play assists
Column: PostSHG
Name: Postseason Shorthanded goals
Data format: text
Description: Postseason Shorthanded goals
Column: PostSHA
Name: Postseason Shorthanded assists
Data format: text
Description: Postseason Shorthanded assists
Column: PostGWG
Name: Postseason game-winning goals
Data format: text
Description: Postseason game-winning goals
Column: PostSOG
Name: Postseason shots on goal
Data format: text
Description: Postseason shots on goal