Introduction to Sports Analytics using R (ISAR) Data
2021 NHL Colorado Avalanche Roster (from NHL's API)
2022-23 NHL Colorado Avalanche Roster (from NHL's API)
NHL's Colorado Avalanche Player Statistics
NHL's Colorado Avalanche Player Statistics
Draftkings Showdown Game in NHL (Edmonton Oilers versus Colorado Avalanche)
Draftkings Showdown Game (Clippers vs. Mavericks)
Draftkings Showdown Game (Grizzlies vs. Jazz)
Draftkings Showdown Game in NHL (New York Rangers versus Carolina Hurricanes)
2021-2022 English Premier League Goalkeeper Statistics
2022-2023 English Premier League Goalkeeper Statistics
2023-2024 English Premier League Goalkeeper Statistics
2021-2022 English Premier League Player Statistics
2022-2023 English Premier League Player Statistics
2023-2024 English Premier League Player Statistics
2022-23 English Premier League Team Statistics
2023-24 English Premier League Team Statistics
2017-18 through 2021-22 English Premier League Tea, Statistics
2019 Masters Tournament Scores
2021 NBA Advanced Statistics (Team) for the 2020-21 Season
NBA Advanced Statistics (Team) for the 2022-23 Season
NBA Advanced Statistics (Team) for the 2023-24 Season
NBA Advanced Statistics (Team) for the 2024-25 Season
2021 NBA Four Factors (Team) for the 2020-21 Season
NBA Four Factors (Team) for the 2022-23 Season
NBA Four Factors (Team) for the 2023-24 Season
NBA Four Factors (Team) for the 2024-25 Season
2021 NBA Game Logs for the 2020-21 Season
NBA Game Logs for the 2022-23 Season
NBA Game Logs for the 2023-24 Season
NBA Game Logs for the 2024-25 Season
2014/5 - 2022/23 Shot Data for the NBA's Denver Nuggets
NHL Skater Statistics from Hockey Reference
2021-2 NHL Team Statistics
2022-3 NHL Team Statistics
2022 NWSL Player Statistics
2022 Official World Golf Rankings
PGA Tournament Data
We provide data sets used in the textbook "Introduction to Sports Analytics using R" by Elmore and Urbaczweski (2025).