game_id
Game ID
ESPN event identifier for the match.
AFL
AFL generated CSV
Columns generated for AFL team-game CSVs. · 44 columns
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game_date
Game date
Calendar date of the game, useful for ordering form over time.
season
Season
Season year the game belongs to.
season_type
Season type
Regular season, finals, or another ESPN season label when available.
league
League
League code for the generated dataset.
team_abbr
Team abbreviation
Short team code used in the matchup and CSV filename.
team_name
Team name
Full team name for the row being analysed.
opponent_abbr
Opponent abbreviation
Short team code for the opponent.
opponent_name
Opponent name
Full name of the opponent in that game.
home_away
Home or away
Whether the team played at home, away, or neutral.
venue
Venue
Stadium or ground where the game was played.
neutral_site
Neutral site
Whether the game was played at a neutral venue.
team_score
Team score
Final score for the team in this row.
opponent_score
Opponent score
Final score for the opponent.
win
Win
One if the team won, otherwise zero.
margin
Margin
Team score minus opponent score. Positive means a win.
kicks
Kicks
Disposals made by kicking the ball.
handballs
Handballs
Disposals made by handballing to a teammate.
disposals
Disposals
Kicks plus handballs. A broad measure of ball use.
marks
Marks
Clean catches from kicks that usually stop play and earn possession.
bounces
Bounces
Times players bounced the ball while running.
tackles
Tackles
Successful tackles that stop or pressure an opponent.
tackles_inside50
Tackles inside 50
Tackles made in the attacking 50 metre arc.
contested_possessions
Contested possessions
Possessions won while under direct pressure.
uncontested_possessions
Uncontested possessions
Possessions gathered with space or less pressure.
inside50s
Inside 50s
Entries into the attacking 50 metre arc.
marks_inside50
Marks inside 50
Marks taken inside the attacking 50.
contested_marks
Contested marks
Marks won in a marking contest.
uncontested_marks
Uncontested marks
Marks taken without a direct contest.
hitouts
Hitouts
Ruck taps from stoppages toward teammates.
one_percenters
One percenters
Defensive effort acts such as spoils, smothers, and shepherds.
disposal_efficiency
Disposal efficiency
Percentage of disposals that effectively helped the team keep or improve possession.
clangers
Clangers
Major mistakes such as bad kicks, frees against, or dropped marks.
goals
Goals
Six-point scores through the two central goal posts.
behinds
Behinds
One-point scores through a side gap or touched through.
score
Score
AFL final points, usually six times goals plus behinds.
frees_for
Frees for
Free kicks awarded to the team.
total_clearances
Total clearances
Clear wins of the ball from stoppages.
centre_clearances
Centre clearances
Clearances won from centre bounces.
stoppage_clearances
Stoppage clearances
Clearances won from boundary throw-ins or ball-ups.
rebound50s
Rebound 50s
Times the team moved the ball out of its defensive 50.
goal_assists
Goal assists
Final disposals that directly led to goals.
goal_accuracy
Goal accuracy
Goals as a percentage of scoring shots.
interchanges
Interchanges
Team interchange rotations recorded for the game.
MLB
MLB generated CSV
Columns generated for MLB team-game CSVs. · 37 columns
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game_id
Game ID
ESPN event identifier for the match.
game_date
Game date
Calendar date of the game, useful for ordering form over time.
season
Season
Season year the game belongs to.
season_type
Season type
Regular season, finals, or another ESPN season label when available.
league
League
League code for the generated dataset.
team_abbr
Team abbreviation
Short team code used in the matchup and CSV filename.
team_name
Team name
Full team name for the row being analysed.
opponent_abbr
Opponent abbreviation
Short team code for the opponent.
opponent_name
Opponent name
Full name of the opponent in that game.
home_away
Home or away
Whether the team played at home, away, or neutral.
venue
Venue
Stadium or ground where the game was played.
neutral_site
Neutral site
Whether the game was played at a neutral venue.
team_score
Team score
Final score for the team in this row.
opponent_score
Opponent score
Final score for the opponent.
win
Win
One if the team won, otherwise zero.
margin
Margin
Team score minus opponent score. Positive means a win.
runs
Runs
Total runs scored. This is the team's baseball score.
hits
Hits
Times batters reached safely by putting the ball in play.
errors
Errors
Fielding mistakes charged to the team.
at_bats
At bats
Official batting chances, excluding walks and some other outcomes.
doubles
Doubles
Hits where the batter reached second base.
triples
Triples
Hits where the batter reached third base.
home_runs
Home runs
Hits where the batter scored by sending the ball out or around the park.
rbi
Runs batted in
Runs credited to batters for driving teammates home.
walks
Walks
Batters reaching first base after four balls.
strikeouts
Strikeouts
Batters retired on three strikes.
stolen_bases
Stolen bases
Successful steals of the next base.
left_on_base
Left on base
Runners stranded when innings ended.
batting_average
Batting average
Hits divided by at bats.
on_base_pct
On-base percentage
How often batters reached base by hit, walk, or hit-by-pitch.
slugging_pct
Slugging percentage
Total bases per at bat, giving extra-base hits more weight.
innings_pitched
Innings pitched
Number of innings thrown by the team's pitchers.
earned_runs
Earned runs
Runs allowed that were not caused by fielding errors.
pitching_walks
Pitching walks
Walks allowed by the team's pitchers.
pitching_strikeouts
Pitching strikeouts
Strikeouts recorded by the team's pitchers.
pitching_home_runs
Home runs allowed
Home runs given up by the pitching staff.
era
Earned run average
Earned runs allowed per nine innings.