avs_roster_2021         2021 NHL Colorado Avalanche Roster (from NHL's
                        API)
avs_roster_2022         2022-23 NHL Colorado Avalanche Roster (from
                        NHL's API)
avs_stats_2021          NHL's Colorado Avalanche Player Statistics
avs_stats_2022          NHL's Colorado Avalanche Player Statistics
dk_bos_buf              Draftkings Showdown Game in NHL (Boston Bruins
                        at Buffalo Sabres, April 21, 2026)
dk_edm_col              Draftkings Showdown Game in NHL (Edmonton
                        Oilers versus Colorado Avalanche)
dk_lac_dal              Draftkings Showdown Game (Clippers vs.
                        Mavericks)
dk_mem_utah             Draftkings Showdown Game (Grizzlies vs. Jazz)
dk_nyr_car              Draftkings Showdown Game in NHL (New York
                        Rangers versus Carolina Hurricanes)
epl_gk_stats_2022       2021-2022 English Premier League Goalkeeper
                        Statistics
epl_gk_stats_2023       2022-2023 English Premier League Goalkeeper
                        Statistics
epl_gk_stats_2024       2023-2024 English Premier League Goalkeeper
                        Statistics
epl_gk_stats_2025       2024-2025 English Premier League Goalkeeper
                        Statistics
epl_player_stats_2022   2021-2022 English Premier League Player
                        Statistics
epl_player_stats_2023   2022-2023 English Premier League Player
                        Statistics
epl_player_stats_2024   2023-2024 English Premier League Player
                        Statistics
epl_player_stats_2025   2024-2025 English Premier League Player
                        Statistics
epl_team_stats          2017-18 through 2021-22 English Premier League
                        Tea, Statistics
epl_team_stats_2023     2022-23 English Premier League Team Statistics
epl_team_stats_2024     2023-24 English Premier League Team Statistics
epl_team_stats_2025     2024-25 English Premier League Team Statistics
masters                 2019 Masters Tournament Scores
masters_2025            2025 Masters Tournament Scores
nba_adv_team_2021       2021 NBA Advanced Statistics (Team) for the
                        2020-21 Season
nba_adv_team_2023       NBA Advanced Statistics (Team) for the 2022-23
                        Season
nba_adv_team_2024       NBA Advanced Statistics (Team) for the 2023-24
                        Season
nba_adv_team_2025       NBA Advanced Statistics (Team) for the 2024-25
                        Season
nba_ff_team_2021        2021 NBA Four Factors (Team) for the 2020-21
                        Season
nba_ff_team_2023        NBA Four Factors (Team) for the 2022-23 Season
nba_ff_team_2024        NBA Four Factors (Team) for the 2023-24 Season
nba_ff_team_2025        NBA Four Factors (Team) for the 2024-25 Season
nba_games_2021          2021 NBA Game Logs for the 2020-21 Season
nba_games_2023          NBA Game Logs for the 2022-23 Season
nba_games_2024          NBA Game Logs for the 2023-24 Season
nba_games_2025          NBA Game Logs for the 2024-25 Season
nba_nuggets_shots       2014/5 - 2022/23 Shot Data for the NBA's Denver
                        Nuggets
nba_nuggets_shots_2025
                        2015/16 - 2024/25 Shot Data for the NBA's
                        Denver Nuggets
nhl_data_hockey_reference
                        NHL Skater Statistics from Hockey Reference
nhl_team_stats_2021     2021-2 NHL Team Statistics
nhl_team_stats_2022     2022-3 NHL Team Statistics
nwsl_player_stats       2022 NWSL Player Statistics
nwsl_player_stats_2023
                        2023 NWSL Player Statistics
nwsl_player_stats_2024
                        2024 NWSL Player Statistics
ow_golf_rankings        2022 Official World Golf Rankings
pga_tournaments         PGA Tournament Data
wnba_player_shots_2024
                        2024 WNBA Player Shots
wnba_player_shots_2025
                        2025 WNBA Player Shots
wnba_seattle_pbp_2024   2024 WNBA Seattle Storm Shots
wnba_seattle_pbp_2025   2025 WNBA Seattle Storm Shots
