Name: Raw MLB Player Data
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Raw MLB Player Data

Offensive statistics on MLB Players between 1947 and 2017 were used to develop a prediction model for MLB Hall of Fame selection.

Baseball-Reference.com - https://stathead.com/tiny/4tEG2

Tables

Hall Of Fame Model Metadata

@kaggle.chriscoxen_raw_mlb_player_data.hall_of_fame_model_metadata

5.19 kB
56 rows
4 columns

CREATE TABLE hall_of_fame_model_metadata (
  "feature" VARCHAR,
  "description" VARCHAR,
  "type" VARCHAR,
  "why" VARCHAR
);

Mlb Player Data

@kaggle.chriscoxen_raw_mlb_player_data.mlb_player_data

161.81 kB
1,286 rows
43 columns

CREATE TABLE mlb_player_data (
  "player" VARCHAR,
  "hof_status" BOOLEAN,
  "suspended" BOOLEAN,
  "suspected_steroids" BOOLEAN,
  "war" DOUBLE,
  "first_season" BIGINT,
  "last_season" BIGINT,
  "debut_age" BIGINT,
  "final_season_age" BIGINT,
  "g" BIGINT,
  "pa" BIGINT,
  "ab" BIGINT,
  "r" BIGINT,
  "h" BIGINT,
  "n_1b" BIGINT  -- 1B,
  "n_2b" BIGINT  -- 2B,
  "n_3b" BIGINT  -- 3B,
  "hr" BIGINT,
  "xbh" BIGINT,
  "rbi" BIGINT,
  "sb" BIGINT,
  "cs" BIGINT,
  "bb" BIGINT,
  "so" BIGINT,
  "ba" DOUBLE,
  "obp" DOUBLE,
  "slg" DOUBLE,
  "ops" DOUBLE,
  "ops_342c99" BIGINT  -- OPS+,
  "tb" BIGINT,
  "gidp" BIGINT,
  "hbp" BIGINT,
  "sh" BIGINT,
  "sf" BIGINT,
  "ibb" BIGINT,
  "waa" DOUBLE,
  "owar" DOUBLE,
  "dwar" DOUBLE,
  "rbat" BIGINT,
  "rdp" BIGINT,
  "rbaser" BIGINT,
  "rbaser_rdp" BIGINT  -- Rbaser + Rdp,
  "rfield" BIGINT
);

Top 100 Active Mlb Players

@kaggle.chriscoxen_raw_mlb_player_data.top_100_active_mlb_players

47.25 kB
100 rows
43 columns

CREATE TABLE top_100_active_mlb_players (
  "rk" BIGINT,
  "player" VARCHAR,
  "war" DOUBLE,
  "from" BIGINT,
  "to" BIGINT,
  "age" VARCHAR,
  "g" BIGINT,
  "pa" BIGINT,
  "ab" BIGINT,
  "r" BIGINT,
  "h" BIGINT,
  "n_1b" BIGINT  -- 1B,
  "n_2b" BIGINT  -- 2B,
  "n_3b" BIGINT  -- 3B,
  "hr" BIGINT,
  "rbi" BIGINT,
  "sb" BIGINT,
  "cs" BIGINT,
  "bb" BIGINT,
  "so" BIGINT,
  "ba" DOUBLE,
  "obp" DOUBLE,
  "slg" DOUBLE,
  "ops" DOUBLE,
  "ops_342c99" BIGINT  -- OPS+,
  "tb" BIGINT,
  "gidp" BIGINT,
  "hbp" BIGINT,
  "sh" BIGINT,
  "sf" BIGINT,
  "ibb" BIGINT,
  "war_1" DOUBLE,
  "waa" DOUBLE,
  "owar" DOUBLE,
  "dwar" DOUBLE,
  "rbat" BIGINT,
  "rdp" BIGINT,
  "rbaser" BIGINT,
  "rbaser_rdp" BIGINT  -- Rbaser + Rdp,
  "rfield" BIGINT,
  "pos" VARCHAR,
  "team" VARCHAR,
  "player_additional" VARCHAR
);