| Title: | Introduction to Sports Analytics using R (ISAR) Data |
|---|---|
| Description: | We provide data sets used in the forthcoming textbook "Introduction to Sports Analytics using R" by Elmore and Urbaczweski (2024). The package currently contains sixteen datasets and should be published in early 2024. |
| Authors: | Ryan Elmore [cre, aut] |
| Maintainer: | Ryan Elmore <[email protected]> |
| License: | MIT + file LICENSE |
| Version: | 0.2.0 |
| Built: | 2025-02-14 03:55:12 UTC |
| Source: | https://github.com/rtelmore/isar |
A dataset containing the NHL's Avalanche Roster
avs_roster_2021avs_roster_2021
A data frame with 28 rows and 8 variables:
player jersey number
player ID
player full name
API link to player data
position abbreviation
position name
position type
another position abbreviation
A dataset containing the NHL's Avalanche Roster
avs_roster_2022avs_roster_2022
A data frame with 24 rows and 8 variables:
player jersey number
player ID
player full name
API link to player data
position abbreviation
position name
position type
another position abbreviation
A dataset containing the statistics for all Colorado Avalanche players on the 2021-2 roster
avs_stats_2021avs_stats_2021
A data frame with 196 rows and 50 variables:
NHL API Player ID
Player full name
Season
Season start
Assists
Goals
Penalty minutes
Games played
Penalty minutes
Plus-minus value
Points
Power play goals
Game winning goals
Short handed goals
Shots
Shot percentage
Time on ice
Hits
Power play points
Power play time on ice
Even play time on ice
Face off percentage
Overtime goals
Short handed points
Short handed time on ice
Blocks
Shifts
Save percentage
Goals against average
OT
Shutouts
Ties
Wins
Losses
Saves
Power play saves
Short handed saves
Even play saves
Short handed shots
Even play shots
Power play shots
Games started
Shots against
Goals against
Power play save percentage
Short handed save percentage
Even strength save percentage
Team name
Team link
Team ID
A dataset containing the statistics for all Colorado Avalanche players on the 2022-23 roster
avs_stats_2022avs_stats_2022
A data frame with 162 rows and 50 variables:
NHL API Player ID
Player full name
Season
Season start
Assists
Goals
Penalty minutes
Games played
Penalty minutes
Plus-minus value
Points
Power play goals
Game winning goals
Short handed goals
Shots
Shot percentage
Time on ice
Hits
Power play points
Power play time on ice
Even play time on ice
Face off percentage
Overtime goals
Short handed points
Short handed time on ice
Blocks
Shifts
Save percentage
Goals against average
OT
Shutouts
Ties
Wins
Losses
Saves
Power play saves
Short handed saves
Even play saves
Short handed shots
Even play shots
Power play shots
Games started
Shots against
Goals against
Power play save percentage
Short handed save percentage
Even strength save percentage
Team name
Team link
Team ID
A dataset containing the Draftkings salary information for Game 1 of the 2022 NHL Playoffs between the Edmonton Oilers versus Colorado Avalanche.
dk_edm_coldk_edm_col
A data frame with 68 rows and 9 variables:
real-life roster position of the player
player name and Draftkings ID
player name
Draftkings player ID
Draftkings roster position
player salary
game information for the players
player team as an abbreviation
player average Draftkings points per game
Draftkings Contest Page
A dataset containing the Draftkings salary information for Game 3 of the 2021 NBA Playoffs between the Los Angeles Clippers and the Dallas Mavericks.
dk_lac_daldk_lac_dal
A data frame with 68 rows and 9 variables:
real-life roster position of the player
player name and Draftkings ID
player name
Draftkings player ID
Draftkings roster position
player salary
game information for the players
player team as an abbreviation
player average Draftkings points per game
Draftkings Contest Page
A dataset containing the Draftkings salary information for Game 4 of the 2021 NBA Playoffs between the Memphis Grizzlies and Utah Jazz.
dk_mem_utahdk_mem_utah
A data frame with 68 rows and 9 variables:
real-life roster position of the player
player name and Draftkings ID
player name
Draftkings player ID
Draftkings roster position
player salary
game information for the players
player team as an abbreviation
player average Draftkings points per game
Draftkings Contest Page
A dataset containing the Draftkings salary information for Game 7 of the 2022 NHL Playoffs between the New York Rangers and Carolina Hurricanes.
dk_nyr_cardk_nyr_car
A data frame with 68 rows and 9 variables:
real-life roster position of the player
player name and Draftkings ID
player name
Draftkings player ID
Draftkings roster position
player salary
game information for the players
player team as an abbreviation
player average Draftkings points per game
Draftkings Contest Page
A dataset containing individual goalkeeper statistics for the English Premier League's 2021 - 2022 season
epl_gk_stats_2022epl_gk_stats_2022
A data frame with 314 rows and 13 variables:
Player name
Player home country
Player position
Player team
Age of player
Birth year of player
Total minutes played in the season per ninety minutes
Goals scored against player
Penalty kick goals scored against player
Free kick goals scored against player
Corner kick goals scored against player
Own goals scored against player
Post-shot expected goals
Post-shot expected goals per shot on target
Post-shot expected goals minus goals per shot on target
Post-shot expected goals minus goals per shot on target per ninety minutes
Passes longer than 40 yards (launch) completed
Passes longer than 40 yards attempted
Passes longer than 40 yards (launch) completion percentage
Passes attempted
Throws attempted
Percentage of passes launched
Average pass length
Goal kick attempts
Percentage of goals kicks launched
Average goal kick length
Number of crosses faced
Number of crosses stopped
Cross stop percentage
Defensive actions outside the penalty area
Defensive actions outside the penalty area per ninety minutes
Average distance from goal of defensive actions
https://fbref.com/en/comps/9/2021-2022/keepersadv/2021-2022-Premier-League-Stats
A dataset containing individual goalkeeper statistics for the English Premier League's 2022 - 2023 season
epl_gk_stats_2023epl_gk_stats_2023
A data frame with 39 rows and 35 variables:
Calendar year when season ended
Player team
League (Premier League)
Player name
Player home country
Player position
Age of player
Birth year of player
Total minutes played in the season per ninety minutes
Goals scored against player
Penalty kick goals scored against player
Free kick goals scored against player
Corner kick goals scored against player
Own goals scored against player
Post-shot expected goals
Post-shot expected goals per shot on target
Post-shot expected goals minus goals per shot on target
Post-shot expected goals minus goals per shot on target per ninety minutes
Passes longer than 40 yards (launch) completed
Passes longer than 40 yards attempted
Passes longer than 40 yards (launch) completion percentage
Passes attempted
Throws attempted
Percentage of passes launched
Average pass length
Goal kick attempts
Percentage of goals kicks launched
Average goal kick length
Number of crosses faced
Number of crosses stopped
Cross stop percentage
Defensive actions outside the penalty area
Defensive actions outside the penalty area per ninety minutes
Average distance from goal of defensive actions
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing individual goalkeeper statistics for the English Premier League's 2023 - 2024 season
epl_gk_stats_2024epl_gk_stats_2024
A data frame with 39 rows and 35 variables:
Calendar year when season ended
Player team
League (Premier League)
Player name
Player home country
Player position
Age of player
Birth year of player
Total minutes played in the season per ninety minutes
Goals scored against player
Penalty kick goals scored against player
Free kick goals scored against player
Corner kick goals scored against player
Own goals scored against player
Post-shot expected goals
Post-shot expected goals per shot on target
Post-shot expected goals minus goals per shot on target
Post-shot expected goals minus goals per shot on target per ninety minutes
Passes longer than 40 yards (launch) completed
Passes longer than 40 yards attempted
Passes longer than 40 yards (launch) completion percentage
Passes attempted
Throws attempted
Percentage of passes launched
Average pass length
Goal kick attempts
Percentage of goals kicks launched
Average goal kick length
Number of crosses faced
Number of crosses stopped
Cross stop percentage
Defensive actions outside the penalty area
Defensive actions outside the penalty area per ninety minutes
Average distance from goal of defensive actions
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing individual player statistics for the English Premier League's 2021 - 2022 season
epl_player_stats_2022epl_player_stats_2022
A data frame with 545 rows and 35 variables:
Player name
Player home country
Player position
Player team
Age of player
Birth year of player
Matches played
Number of matches in which player started the game
Total minutes played in the season
Total minutes played in the season per ninety minutes
Goals scored by player
Assists by player
Goals scored plus assists by player
Non-penalty goals scored by player
Penalty kick goals scored by player
Penalty kick attempts by player
Yellow cards earned by player
Red cards earned by player
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Progressive passes received
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
https://fbref.com/en/comps/9/2021-2022/stats/2021-2022-Premier-League-Stats
A dataset containing individual player statistics for the English Premier League's 2022 - 2023 season
epl_player_stats_2023epl_player_stats_2023
A data frame with 569 rows and 38 variables:
Calendar year when season ended
Player team
League (Premier League)
Player name
Player home country
Player position
Age of player
Birth year of player
Matches played
Number of matches in which player started the game
Total minutes played in the season
Total minutes played in the season per ninety minutes
Goals scored by player
Assists by player
Goals scored plus assists by player
Non-penalty goals scored by player
Penalty kick goals scored by player
Penalty kick attempts by player
Yellow cards earned by player
Red cards earned by player
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Progressive passes received
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing individual player statistics for the English Premier League's 2023 - 2024 season
epl_player_stats_2024epl_player_stats_2024
A data frame with 569 rows and 38 variables:
Calendar year when season ended
Player team
League (Premier League)
Player name
Player home country
Player position
Age of player
Birth year of player
Matches played
Number of matches in which player started the game
Total minutes played in the season
Total minutes played in the season per ninety minutes
Goals scored by player
Assists by player
Goals scored plus assists by player
Non-penalty goals scored by player
Penalty kick goals scored by player
Penalty kick attempts by player
Yellow cards earned by player
Red cards earned by player
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Progressive passes received
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing team statistics for the English Premier League
epl_team_statsepl_team_stats
A data frame with 100 rows and 29 variables:
Team or club name
Season
Number of players used in the season
Age of players weighted by minutes played
Possession as a percentage of passes attempted
Goals scored by team
Assists by team
Goals scored plus assists by team
Non-penalty goals scored by team
Penalty kick goals scored by team
Penalty kick attempts by team
Yellow cards earned by team
Red cards earned by team
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
https://fbref.com/en/comps/9/2021-2022/stats/2021-2022-Premier-League-Stats
A dataset containing team statistics for the English Premier League 2022-23
epl_team_stats_2023epl_team_stats_2023
A data frame with 20 rows and 31 variables:
Calendar year when season ended
Player team
League (Premier League)
Number of players used in the season
Age of players weighted by minutes played
Possession as a percentage of passes attempted
Goals scored by team
Assists by team
Goals scored plus assists by team
Non-penalty goals scored by team
Penalty kick goals scored by team
Penalty kick attempts by team
Yellow cards earned by team
Red cards earned by team
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing team statistics for the English Premier League 2023-24
epl_team_stats_2024epl_team_stats_2024
A data frame with 20 rows and 31 variables:
Calendar year when season ended
Player team
League (Premier League)
Number of players used in the season
Age of players weighted by minutes played
Possession as a percentage of passes attempted
Goals scored by team
Assists by team
Goals scored plus assists by team
Non-penalty goals scored by team
Penalty kick goals scored by team
Penalty kick attempts by team
Yellow cards earned by team
Red cards earned by team
Expected goals
Non-penalty kick expected goals
Expected assists
Non-penalty kick expected goals and assists
Progressive carries
Progressive passes
Goals per ninety minutes
Assists per ninety minutes
Goals and assists per ninety minutes
Non-penalty kick goals per ninety minutes
Non-penalty kick goals and assists per ninety minutes
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
URL of player stats on fbref.com
From fbref.com via the worldfootballR package
A dataset containing the scores from the 2019 Masters Golf Tournament.
mastersmasters
A data frame with 87 rows and 9 variables:
finishing position for a player
name of the golfer
nationality of the golfer
final score relative to par
number of strokes from the first round
number of strokes from the second round
number of strokes from the third round
number of strokes from the fourth round
total strokes from all rounds
A dataset containing the NBA Four Factor table on nba.com
nba_adv_team_2021nba_adv_team_2021
A data frame with 2160 rows and 29 variables:
Game ID on nba.com
Team abbreviation
Team ID on nba.com
Assist percentage
Offensive rebound percentage
Defensive rebound percentage
Total rebound percentage
Turnover percentage (one)
Turnover percentage (two)
Effective field goal percentage
True Shooting percentage
Usage metric
Usage percentage
Team Mascot
City of slugTeam
Total minutes played
offensive rating (effective ?)
offensive rating
defensive rating (effective ?)
defensive rating
net rating (effective ?)
net rating
Assists to turnover ratio
Assist ratio
pace (effective ?)
pace
pace per forty minutes
team possessions in game
Player impact estimate
http://asbcllc.com/nbastatR/reference/box_scores.html
A dataset containing the NBA Four Factor table on nba.com
nba_adv_team_2023nba_adv_team_2023
A data frame with 2460 rows and 29 variables:
Game ID on nba.com
Team ID on nba.com
Team name
Team abbreviation
Team city
Total minutes in the game
offensive rating (effective ?)
offensive rating
defensive rating (effective ?)
defensive rating
net rating (effective ?)
net rating
Assist percentage
Assists to turnover ratio
Assist ratio
Offensive rebound percentage
Defensive rebound percentage
Total rebound percentage
Turnover percentage (effective?)
Turnover percentage
Effective field goal percentage
True Shooting percentage
Usage percentage
Usage percentage (effective?)
pace (effective ?)
pace
pace per forty minutes
team possessions in game
Player impact estimate
http://asbcllc.com/nbastatR/reference/box_scores.html
A dataset containing the NBA Four Factor table on nba.com
nba_ff_team_2021nba_ff_team_2021
A data frame with 2160 rows and 11 variables:
Game ID on nba.com
Team abbreviation
Team ID on nba.com
Effective field goal percentage of opponent
Turnover percentage of opponent
Offensive rebound percentage of opponent
Team Mascot
City of slugTeam
Total minutes played
Free throw rate of slugTeam
Free throw rate of opponent
http://asbcllc.com/nbastatR/reference/box_scores.html
A dataset containing the NBA Four Factor table on nba.com
nba_ff_team_2023nba_ff_team_2023
A data frame with 2460 rows and 14 variables:
Game ID on nba.com
Team ID on nba.com
Team name on nba.com
Team abbreviation on nba.com
Team city
Minutes in the game
Effective field goal percentage
Free throw rate of team
Turnover percentage of opponent
Offensive rebound percentage of opponent
Effective field goal percentage of opponent
Free throw rate of opponent
Turnover percentage of opponent
Offensive rebound percentage of opponent
http://asbcllc.com/nbastatR/reference/box_scores.html
A dataset containing the NBA Games table on nba.com
nba_games_2021nba_games_2021
A data frame with 1832 rows and 47 variables:
Season in which the game was played (YYYY)
Season in which the game was played (YYYY-YY)
Always given as NBA
Regular season data
Date in YYYY-MM-DD
Game ID on nba.com
slugTeam game number in the season
Full team name
Team ID on nba.com
Logical for back-to-back game
Logical for first game of back-to-back game
Logical for second game of back-to-back game
Home (H) or Away (A)
Team One vs. Team Two
Team abbreviation
Days between previous game and this game
Days until next game
Opponent abbreviation
Team that won (abbreviation)
Team that lost (abbreviation)
Result for slugTeam (W or L)
Logical for slugTeam winning
slugTeam field goals made
slugTeam field goal attempts
slugTeam field goal percentage
slugTeam three point field goals made
slugTeam three point field goal attempts
slugTeam three point field goal percentage
slugTeam free throw percentage
Logical if game video exists
slugTeam two point field goals made
slugTeam two point field goal attempts
slugTeam two point field goal percentage
Total minutes played
slugTeam free throws made
slugTeam free throw attempts
slugTeam offensive rebounds
slugTeam defensive rebounds
slugTeam total rebounds
slugTeam total assists
slugTeam total steals
slugTeam total blocks
slugTeam total turnovers
slugTeam total personal fouls
slugTeam total points scored
Margin of game as slugTeam score minus slugOpponent score
url of slugTeam logo
http://asbcllc.com/nbastatR/reference/game_logs.html
A dataset containing the NBA Games table on nba.com
nba_games_2023nba_games_2023
A data frame with 2460 rows and 29 variables:
Season in which the game was played (YYYY)
Team ID on nba.com
Team abbreviation on nba.com
Team name on nba.com
Game ID on nba.com
Date in YYYY-MM-DD
Team One vs. Team Two
Win or Loss
Minutes in the game
Team Field goals made
Team Field goal attempts
Team field goal percentage
Team three point field goals made
Team three point field goal attempts
Team three point field goal percentage
Team free throws made
Team free throw attempts
Team free throw percentage
Team offensive rebounds
Team defensive rebounds
Team total rebounds
Team total assists
Team total steals
Team total blocks
Team total turnovers
Team total personal fouls
Team total points scored
Margin of game as Team score minus Opponent score
Logical if game video exists
http://asbcllc.com/nbastatR/reference/game_logs.html
A dataset containing seven seasons of Denver Nuggets shot data from NBA.com
nba_nuggets_shotsnba_nuggets_shots
A data frame with 62196 rows and 27 variables:
Season in which the game was played (YYYY)
Season in which the game was played (YYYY-YY)
Team ID on nba.com
Player ID on nba.com
A string showing grid type
Player name
Full team name
Made or Missed Shot
Type of shot, e.g. Jump Shot
Two or three point shot
Date in YYYY-MM-DD
Home Team abbreviation
Away Team abbreviation
Game ID on nba.com
Event ID within the game on nba.com
Period in game in which the shot was taken
Minutes remaining in the period in which the shot was taken
Description of area on court where shot was taken
Name of the zone
Abbreviation of shot zone
Distance of shot in categories
X cordinate where shot was taken
Y cordinate where shot was taken
Seconds remainin when shot was taken
Distance of the shot in feet
Logical for shot taken
Logical for make/miss of shot
http://asbcllc.com/nbastatR/reference/teams_shots.html
A dataset containing NHL Skater Statistics
nhl_data_hockey_referencenhl_data_hockey_reference
A data frame with 12375 rows and 49 variables:
Name
Age
Team
Position
Games played
Goals
Assists
Goals plus Assists (Points)
Plus Minus
Penalties in minutes
Point shares
Even strength goals
Power play goals
Short handed goals
Game winning goals
Even strength assists
Power play assists
Short handed assists
Shots on goal
Shooting percentage
Time on ice (minutes)
Average time on ice
Blocks
Hits
Face offs won
Face offs lost
Face off win percentage
Corsi for
Corsi against
Corsi for percent
On-ice Corsi for percent minus off-ice Corsi for percent
Fenwick for
Fenwick against
Fenwick for percent
On-ice Fenwick for percent minus off-ice Fenwick for percent
Team on-ice shooting percentage
Team on-ice save percentage
PDO
Offensive zone start percentage
Defensive zone start percentage
Time on ice per 60 minutes
Time on ice per 60 minutes at even strength
Takeaways
Giveaways
Total shot attempts in all situations
Percentage of shots taken that go on net
Season
Expected plus minus
A dataset containing the NHL Statistics
nhl_team_stats_2021nhl_team_stats_2021
A data frame with 32 rows and 35 variables:
Games played
Wins
Losses
Overtimes
Points
Point Percentage
Goals per game
Goals against per game
Even strength gga ratio
Power play percentage
Power play goals
Power play goals against
Power play opportunities
Penalty kill percentage
Shots per game
Shots allowed
Wins when scoring first
Wins when opponent scores first
Wins when leading after first period
Wins when leading after second period
Wins when outshooting opponent
Wins when outshot by opponent
Face-offs taken
Face-offs won
Face-offs lost
Face-off win percentage
Shooting percentage
Save percentage
Penalty kill opportunities
Save percentage rank
Shooting percentage rank
Team ID
Team name
Team link
Season
A dataset containing the NHL Statistics
nhl_team_stats_2022nhl_team_stats_2022
A data frame with 32 rows and 35 variables:
Games played
Wins
Losses
Overtimes
Points
Point Percentage
Goals per game
Goals against per game
Even strength gga ratio
Power play percentage
Power play goals
Power play goals against
Power play opportunities
Penalty kill percentage
Shots per game
Shots allowed
Wins when scoring first
Wins when opponent scores first
Wins when leading after first period
Wins when leading after second period
Wins when outshooting opponent
Wins when outshot by opponent
Face-offs taken
Face-offs won
Face-offs lost
Face-off win percentage
Shooting percentage
Save percentage
Penalty kill opportunities
Save percentage rank
Shooting percentage rank
Team ID
Team name
Team link
Season
A dataset containing individual player statistics for the National Women's Soccer League
nwsl_player_statsnwsl_player_stats
A data frame with 314 rows and 13 variables:
Player name
Player home country
Player position
Player team
Age of player
Matches played
Number of matches in which player started the game
Total minutes played in the season
Expected goals per ninety minutes
Expected assists per ninety minutes
Expected goals plus assists per ninety minutes
Expected goals minus penalty goals per ninety minutes
Expected goals plus assists minus penalty goals per ninety minutes
https://fbref.com/en/comps/182/stats/NWSL-Stats
A dataset containing the Official World Golf Rankings in June 2022
ow_golf_rankingsow_golf_rankings
A data frame with 300 rows and 2 variables:
official golf world ranking
initial of first name and complete last name of player
https://www.owgr.com/archive/archive.sps?iType=1747
A dataset containing PGA Tournament Data from 2022 season
pga_tournamentspga_tournaments
A data frame with 3676 rows and 34 variables:
initial of first name and complete last name of player
tournament ID
plyaer ID
par across all holes played by the player
strokes taken on all holes played by the player
Draftkings points on holes
Fanduel points on the holes
Showdown points on the holes
Draftkings points on streaks
Fanduel points on streaks
Showdown points on streaks
number of rounds played
player made the cut or not
finishing position of player
Draftkings points on the finishing position
Fanduel points on the finishing position
Showdown points on the finishing position
total Draftkings points for the tournament
total Fanduel points for the tournament
total Showdown points for the tournament
player full name
tournament full name
course name
data of tournament
total prize money (in millions)
year of season
Not sure
finishing position
strokes gained from putting
strokes gained around the green
strokes gained on approach shots
strokes gained off the tee
strokes gained tee to green
total strokes gained
Courtesy of Matt Courchene of Datagolf.com