- The code for data fetching and data preprocessing are referenced from arjun-prabhakar/mlb_outcomes
- You are prohibited to acquire additional data from any sources including the source above.
| Column | Description |
|---|---|
| home_team_abbr | Abbreviation of the home team. |
| away_team_abbr | Abbreviation of the away team. |
| date | Date when the game was played. |
| is_night_game | Boolean indicating if the game was played at night. |
| home_team_win | Boolean indicating if the home team won the game. |
| season | The season in which the game was played. |
| Column | Description |
|---|---|
| home_team_rest | Number of days of rest for the home team before the game. |
| away_team_rest | Number of days of rest for the away team before the game. |
| home_pitcher_rest | Number of days of rest for the home team's starting pitcher. |
| away_pitcher_rest | Number of days of rest for the away team's starting pitcher. |
| Column | Description |
|---|---|
| home_pitcher | Name of the home team's starting pitcher. |
| away_pitcher | Name of the away team's starting pitcher. |
| Column | Description |
|---|---|
| home_batting_batting_avg_10RA | Home team's batting average over the last 10 games. |
| home_batting_onbase_perc_10RA | Home team's on-base percentage over the last 10 games. |
| home_batting_onbase_plus_slugging_10RA | Home team's on-base plus slugging percentage over last 10 games. |
| home_batting_leverage_index_avg_10RA | Home team's average leverage index over the last 10 games. |
| home_batting_RBI_10RA | Home team's runs batted in over the last 10 games. |
| home_pitching_earned_run_avg_10RA | Home team's earned run average over the last 10 games. |
| home_pitching_SO_batters_faced_10RA | Home team's strikeouts over the last 10 games. |
| home_pitching_H_batters_faced_10RA | Home team's hits allowed over the last 10 games. |
| home_pitching_BB_batters_faced_10RA | Home team's walks allowed over the last 10 games. |
| home_pitcher_earned_run_avg_10RA | Earned run average over the last 10 games for the home starting pitcher. |
| home_pitcher_SO_batters_faced_10RA | Strikeouts by the home starting pitcher over the last 10 games. |
| home_pitcher_H_batters_faced_10RA | Hits allowed by the home starting pitcher over the last 10 games. |
| home_pitcher_BB_batters_faced_10RA | Walks allowed by the home starting pitcher over the last 10 games. |
- The corresponding information for away team comes with
away_prefix - The detailed explanation of the statistics can be found on any of the baseball-reference box score page. For example Shohei Ohtani's 50-50 game
| Column | Description |
|---|---|
| home_team_season | Unique identifier for the team, season combination |
| home_team_errors_mean | Mean of errors committed by the home team. |
| home_team_spread_mean | Mean of point spread for the home team. |
| home_team_wins_mean | Mean number of wins for the home team. |
- spread = points scored - points allowed
- The corresponding information for away team comes with
away_prefix - Standard deviation and skewness of the above data come in
_stdand_skewsuffix resppectively
| Column | Description |
|---|---|
| home_batting_batting_avg_mean | Mean batting average for the home team. |
| home_batting_onbase_perc_mean | Mean on-base percentage for the home team. |
| home_batting_onbase_plus_slugging_mean | Mean on-base plus slugging percentage for the home team. |
| home_batting_leverage_index_avg_mean | Mean leverage index for the home team. |
| home_batting_wpa_bat_mean | Mean Win Probability Added (WPA) for batting for the home team. |
| home_batting_RBI_mean | Mean runs batted in for the home team. |
- The corresponding information for away team comes with
away_prefix - Standard deviation and skewness of the above data come in
_stdand_skewsuffix resppectively - The detailed explanation of the statistics can be found on any of the baseball-reference box score page. For example Shohei Ohtani's 50-50 game
| Column | Description |
|---|---|
| home_pitching_earned_run_avg_mean | Mean earned run average (ERA) for the home team. |
| home_pitching_SO_batters_faced_mean | Mean strikeouts for the home team pitchers. |
| home_pitching_H_batters_faced_mean | Mean hits allowed by the home team pitchers. |
| home_pitching_BB_batters_faced_mean | Mean walks allowed by the home team pitchers. |
| home_pitching_leverage_index_avg_mean | Mean leverage index for the home team pitchers. |
| home_pitching_wpa_def_mean | Mean Win Probability Added (WPA) for defense by home team. |
- The corresponding information for away team comes with
away_prefix - Standard deviation and skewness of the above data come in
_stdand_skewsuffix resppectively - The detailed explanation of the statistics can be found on any of the baseball-reference box score page. For example Shohei Ohtani's 50-50 game
| Column | Description |
|---|---|
| home_pitcher_earned_run_avg_mean | Mean earned run average (ERA) for the home starting pitcher. |
| home_pitcher_SO_batters_faced_mean | Mean strikeouts for the home starting pitcher. |
| home_pitcher_H_batters_faced_mean | Mean hits allowed by the home starting pitcher. |
| home_pitcher_BB_batters_faced_mean | Mean walks allowed by the home starting pitcher. |
| home_pitcher_leverage_index_avg_mean | Mean leverage index for the home starting pitcher. |
| home_pitcher_wpa_def_mean | Mean Win Probability Added (WPA) for defense by home starting pitcher. |
- The corresponding information for away team comes with
away_prefix - Standard deviation and skewness of the above data come in
_stdand_skewsuffix resppectively - The detailed explanation of the statistics can be found on any of the baseball-reference box score page. For example Shohei Ohtani's 50-50 game