README.md

---
dataset_info:
  features:
  - name: pitch_type
    dtype: string
  - name: game_date
    dtype: string
  - name: release_speed
    dtype: float64
  - name: release_pos_x
    dtype: float64
  - name: release_pos_z
    dtype: float64
  - name: player_name
    dtype: string
  - name: batter
    dtype: int64
  - name: pitcher
    dtype: int64
  - name: events
    dtype: string
  - name: description
    dtype: string
  - name: spin_dir
    dtype: int64
  - name: spin_rate_deprecated
    dtype: int64
  - name: break_angle_deprecated
    dtype: int64
  - name: break_length_deprecated
    dtype: int64
  - name: zone
    dtype: int64
  - name: des
    dtype: string
  - name: game_type
    dtype: string
  - name: stand
    dtype: string
  - name: p_throws
    dtype: string
  - name: home_team
    dtype: string
  - name: away_team
    dtype: string
  - name: type
    dtype: string
  - name: hit_location
    dtype: int64
  - name: bb_type
    dtype: string
  - name: balls
    dtype: int64
  - name: strikes
    dtype: int64
  - name: game_year
    dtype: int64
  - name: pfx_x
    dtype: float64
  - name: pfx_z
    dtype: float64
  - name: plate_x
    dtype: float64
  - name: plate_z
    dtype: float64
  - name: on_3b
    dtype: int64
  - name: on_2b
    dtype: int64
  - name: on_1b
    dtype: int64
  - name: outs_when_up
    dtype: int64
  - name: inning
    dtype: int64
  - name: inning_topbot
    dtype: string
  - name: hc_x
    dtype: float64
  - name: hc_y
    dtype: float64
  - name: tfs_deprecated
    dtype: int64
  - name: tfs_zulu_deprecated
    dtype: int64
  - name: umpire
    dtype: int64
  - name: sv_id
    dtype: int64
  - name: vx0
    dtype: float64
  - name: vy0
    dtype: float64
  - name: vz0
    dtype: float64
  - name: ax
    dtype: float64
  - name: ay
    dtype: float64
  - name: az
    dtype: float64
  - name: sz_top
    dtype: float64
  - name: sz_bot
    dtype: float64
  - name: hit_distance_sc
    dtype: int64
  - name: launch_speed
    dtype: float64
  - name: launch_angle
    dtype: int64
  - name: effective_speed
    dtype: float64
  - name: release_spin_rate
    dtype: int64
  - name: release_extension
    dtype: float64
  - name: game_pk
    dtype: int64
  - name: fielder_2
    dtype: int64
  - name: fielder_3
    dtype: int64
  - name: fielder_4
    dtype: int64
  - name: fielder_5
    dtype: int64
  - name: fielder_6
    dtype: int64
  - name: fielder_7
    dtype: int64
  - name: fielder_8
    dtype: int64
  - name: fielder_9
    dtype: int64
  - name: release_pos_y
    dtype: float64
  - name: estimated_ba_using_speedangle
    dtype: float64
  - name: estimated_woba_using_speedangle
    dtype: float64
  - name: woba_value
    dtype: float64
  - name: woba_denom
    dtype: int64
  - name: babip_value
    dtype: int64
  - name: iso_value
    dtype: int64
  - name: launch_speed_angle
    dtype: int64
  - name: at_bat_number
    dtype: int64
  - name: pitch_number
    dtype: int64
  - name: pitch_name
    dtype: string
  - name: home_score
    dtype: int64
  - name: away_score
    dtype: int64
  - name: bat_score
    dtype: int64
  - name: fld_score
    dtype: int64
  - name: post_away_score
    dtype: int64
  - name: post_home_score
    dtype: int64
  - name: post_bat_score
    dtype: int64
  - name: post_fld_score
    dtype: int64
  - name: if_fielding_alignment
    dtype: string
  - name: of_fielding_alignment
    dtype: string
  - name: spin_axis
    dtype: int64
  - name: delta_home_win_exp
    dtype: float64
  - name: delta_run_exp
    dtype: float64
  - name: bat_speed
    dtype: float64
  - name: swing_length
    dtype: float64
  - name: estimated_slg_using_speedangle
    dtype: float64
  - name: delta_pitcher_run_exp
    dtype: float64
  - name: hyper_speed
    dtype: float64
  - name: home_score_diff
    dtype: int64
  - name: bat_score_diff
    dtype: int64
  - name: home_win_exp
    dtype: float64
  - name: bat_win_exp
    dtype: float64
  - name: age_pit_legacy
    dtype: int64
  - name: age_bat_legacy
    dtype: int64
  - name: age_pit
    dtype: int64
  - name: age_bat
    dtype: int64
  - name: n_thruorder_pitcher
    dtype: int64
  - name: n_priorpa_thisgame_player_at_bat
    dtype: int64
  - name: pitcher_days_since_prev_game
    dtype: int64
  - name: batter_days_since_prev_game
    dtype: int64
  - name: pitcher_days_until_next_game
    dtype: int64
  - name: batter_days_until_next_game
    dtype: int64
  - name: api_break_z_with_gravity
    dtype: float64
  - name: api_break_x_arm
    dtype: float64
  - name: api_break_x_batter_in
    dtype: float64
  - name: arm_angle
    dtype: float64
  - name: attack_angle
    dtype: float64
  - name: attack_direction
    dtype: float64
  - name: swing_path_tilt
    dtype: float64
  - name: intercept_ball_minus_batter_pos_x_inches
    dtype: float64
  - name: intercept_ball_minus_batter_pos_y_inches
    dtype: float64
  splits:
  - name: train
    num_bytes: 1278467871
    num_examples: 1248824
  download_size: 234517903
  dataset_size: 1278467871
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---