metadata
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-*