pitch_type
large_stringclasses 19
values | game_date
timestamp[us] | release_speed
float64 30.1
106
⌀ | release_pos_x
float64 -10.4
18
⌀ | release_pos_z
float64 -3.19
10.5
⌀ | player_name
large_stringlengths 8
24
| batter
int64 113k
816k
| pitcher
int64 113k
815k
| events
large_stringclasses 25
values | description
large_stringclasses 16
values | spin_dir
int64 | spin_rate_deprecated
int64 | break_angle_deprecated
int64 | break_length_deprecated
int64 | zone
int64 1
14
⌀ | des
large_stringlengths 14
484
⌀ | game_type
large_stringclasses 6
values | stand
large_stringclasses 2
values | p_throws
large_stringclasses 2
values | home_team
large_stringclasses 30
values | away_team
large_stringclasses 30
values | type
large_stringclasses 3
values | hit_location
float64 1
9
⌀ | bb_type
large_stringclasses 4
values | balls
int64 0
4
| strikes
int64 0
3
| game_year
int64 2.02k
2.02k
| pfx_x
float64 -3
2.93
⌀ | pfx_z
float64 -2.79
2.99
⌀ | plate_x
float64 -65.16
11.3
⌀ | plate_z
float64 -45.11
13.6
⌀ | on_3b
int64 113k
814k
⌀ | on_2b
int64 113k
816k
⌀ | on_1b
int64 113k
816k
⌀ | outs_when_up
int64 0
2
| inning
float64 1
19
| inning_topbot
large_stringclasses 2
values | hc_x
float64 2
247
⌀ | hc_y
float64 2.13
247
⌀ | tfs_deprecated
int64 | tfs_zulu_deprecated
int64 | fielder_2
int64 150k
815k
| umpire
int64 | sv_id
large_stringlengths 13
13
⌀ | vx0
float64 -94.03
25.6
⌀ | vy0
float64 -154.52
-40.42
⌀ | vz0
float64 -70.28
27.2
⌀ | ax
float64 -193.95
41
⌀ | ay
float64 -337.56
100
⌀ | az
float64 -124.68
43.7
⌀ | sz_top
float64 2.5
4.5
⌀ | sz_bot
float64 0.75
2.5
⌀ | hit_distance_sc
int64 0
791
⌀ | launch_speed
float64 2
124
⌀ | launch_angle
float64 -90
90
⌀ | effective_speed
float64 26.4
195
⌀ | release_spin_rate
int64 4
3.74k
⌀ | release_extension
float64 -0.2
12.1
⌀ | game_pk
int64 414k
775k
| pitcher.1
int64 113k
815k
| fielder_2.1
int64 150k
815k
| fielder_3
int64 120k
808k
| fielder_4
int64 217k
816k
| fielder_5
int64 121k
814k
| fielder_6
int64 217k
816k
| fielder_7
int64 137k
814k
| fielder_8
int64 400k
814k
| fielder_9
int64 116k
810k
| release_pos_y
float64 28.6
59.9
⌀ | estimated_ba_using_speedangle
float64 0
1
⌀ | estimated_woba_using_speedangle
float64 0
2.06
⌀ | woba_value
float64 0
2
⌀ | woba_denom
float64 0
1
⌀ | babip_value
float64 0
1
⌀ | iso_value
float64 0
3
⌀ | launch_speed_angle
float64 1
6
⌀ | at_bat_number
int64 1
158
| pitch_number
int64 1
21
| pitch_name
large_stringclasses 19
values | home_score
int64 0
29
| away_score
int64 0
29
| bat_score
int64 0
29
| fld_score
int64 0
29
| post_away_score
int64 0
29
| post_home_score
int64 0
29
| post_bat_score
int64 0
29
| post_fld_score
int64 0
29
| if_fielding_alignment
large_stringclasses 4
values | of_fielding_alignment
large_stringclasses 4
values | spin_axis
int64 0
360
⌀ | delta_home_win_exp
float64 -0.78
0.91
⌀ | delta_run_exp
float64 -1.66
3.7
⌀ | bat_speed
float64 0.85
88
⌀ | swing_length
float64 0.31
12
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SL | 2024-10-30T00:00:00 | 86 | -2.33 | 5.43 | Flaherty, Jack | 650,402 | 656,427 | field_out | hit_into_play | null | null | null | null | 9 | Gleyber Torres grounds out, second baseman Gavin Lux to first baseman Freddie Freeman. | W | R | R | NYY | LAD | X | 4 | ground_ball | 1 | 2 | 2,024 | 0.53 | 0.26 | 0.8 | 1.77 | null | null | null | 0 | 1 | Bot | 135.92 | 148.08 | null | null | 669,257 | null | null | 6.423759 | -125.172583 | -2.965659 | 4.27187 | 25.629583 | -29.078337 | 3.2 | 1.53 | 27 | 96.1 | -2 | 86.8 | 2,438 | 6.8 | 775,296 | 656,427 | 669,257 | 518,692 | 666,158 | 571,970 | 669,242 | 606,192 | 571,771 | 605,141 | 53.71 | 0.314 | 0.284 | 0 | 1 | 0 | 0 | 2 | 4 | 4 | Slider | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 127 | -0.021 | -0.167 | 66.00808 | 7.42675 |
SL | 2024-10-30T00:00:00 | 86.8 | -2.47 | 5.4 | Flaherty, Jack | 650,402 | 656,427 | null | ball | null | null | null | null | 14 | Gleyber Torres grounds out, second baseman Gavin Lux to first baseman Freddie Freeman. | W | R | R | NYY | LAD | B | null | null | 0 | 2 | 2,024 | 0.28 | 0.31 | 0.59 | 0.72 | null | null | null | 0 | 1 | Bot | null | null | null | null | 669,257 | null | null | 6.795894 | -126.272429 | -5.760821 | 1.798747 | 22.827726 | -27.95663 | 3.13 | 1.46 | null | null | null | 88.1 | 2,507 | 6.8 | 775,296 | 656,427 | 669,257 | 518,692 | 666,158 | 571,970 | 669,242 | 606,192 | 571,771 | 605,141 | 53.66 | null | null | null | null | null | null | null | 4 | 3 | Slider | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 153 | 0 | 0.021 | null | null |
FF | 2024-10-30T00:00:00 | 93.9 | -2.18 | 5.64 | Flaherty, Jack | 650,402 | 656,427 | null | called_strike | null | null | null | null | 5 | Gleyber Torres grounds out, second baseman Gavin Lux to first baseman Freddie Freeman. | W | R | R | NYY | LAD | S | null | null | 0 | 1 | 2,024 | -0.62 | 1.15 | -0.06 | 2.24 | null | null | null | 0 | 1 | Bot | null | null | null | null | 669,257 | null | null | 6.923421 | -136.523032 | -5.670778 | -9.303526 | 30.072427 | -16.669855 | 3.28 | 1.56 | null | null | null | 94.6 | 2,245 | 6.7 | 775,296 | 656,427 | 669,257 | 518,692 | 666,158 | 571,970 | 669,242 | 606,192 | 571,771 | 605,141 | 53.75 | null | null | null | null | null | null | null | 4 | 2 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 211 | 0 | -0.049 | null | null |
FF | 2024-10-30T00:00:00 | 93.6 | -2.22 | 5.7 | Flaherty, Jack | 650,402 | 656,427 | null | swinging_strike | null | null | null | null | 2 | Gleyber Torres grounds out, second baseman Gavin Lux to first baseman Freddie Freeman. | W | R | R | NYY | LAD | S | null | null | 0 | 0 | 2,024 | -0.55 | 1.33 | 0.22 | 3.17 | null | null | null | 0 | 1 | Bot | null | null | null | null | 669,257 | null | null | 7.562261 | -136.049636 | -3.744713 | -8.498742 | 29.828739 | -15.053582 | 3.2 | 1.53 | null | null | null | 94.2 | 2,334 | 6.7 | 775,296 | 656,427 | 669,257 | 518,692 | 666,158 | 571,970 | 669,242 | 606,192 | 571,771 | 605,141 | 53.8 | null | null | null | null | null | null | null | 4 | 1 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 211 | 0 | -0.033 | 74.61301 | 7.04055 |
FF | 2024-10-30T00:00:00 | 96.9 | -2.82 | 5.99 | Cole, Gerrit | 518,692 | 543,037 | field_out | hit_into_play | null | null | null | null | 11 | Freddie Freeman flies out to left fielder Alex Verdugo. | W | L | R | NYY | LAD | X | 7 | fly_ball | 0 | 2 | 2,024 | -0.62 | 1.41 | -1.38 | 3.11 | null | null | null | 2 | 1 | Top | 62.77 | 89.08 | null | null | 669,224 | null | null | 5.267553 | -140.821496 | -5.284919 | -9.575401 | 37.134555 | -12.412165 | 3.62 | 1.83 | 314 | 91.2 | 41 | 95.9 | 2,428 | 6.2 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.33 | 0.014 | 0.017 | 0 | 1 | 0 | 0 | 3 | 3 | 3 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Strategic | Standard | 213 | 0.01 | -0.061 | 63.11357 | 6.84677 |
CH | 2024-10-30T00:00:00 | 89.3 | -2.72 | 5.92 | Cole, Gerrit | 518,692 | 543,037 | null | called_strike | null | null | null | null | 7 | Freddie Freeman flies out to left fielder Alex Verdugo. | W | L | R | NYY | LAD | S | null | null | 0 | 1 | 2,024 | -1.01 | 1.08 | -0.56 | 1.77 | null | null | null | 2 | 1 | Top | null | null | null | null | 669,224 | null | null | 7.455709 | -129.695971 | -6.456171 | -12.986689 | 27.571324 | -18.750505 | 3.62 | 1.8 | null | null | null | 89.2 | 1,513 | 6.4 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.14 | null | null | null | null | null | null | null | 3 | 2 | Changeup | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Infield shade | Standard | 223 | 0 | -0.022 | null | null |
FF | 2024-10-30T00:00:00 | 96.4 | -2.77 | 6.05 | Cole, Gerrit | 518,692 | 543,037 | null | foul | null | null | null | null | 7 | Freddie Freeman flies out to left fielder Alex Verdugo. | W | L | R | NYY | LAD | S | null | null | 0 | 0 | 2,024 | -0.72 | 1.48 | -0.34 | 1.87 | null | null | null | 2 | 1 | Top | null | null | null | null | 669,224 | null | null | 8.083149 | -139.955535 | -8.897798 | -11.25106 | 31.52629 | -10.916177 | 3.62 | 1.83 | 275 | 87.7 | 35 | 96.4 | 2,335 | 6.4 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.08 | null | null | null | null | null | null | null | 3 | 1 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Infield shade | Standard | 208 | 0 | -0.016 | 74.24911 | 6.92491 |
SL | 2024-10-30T00:00:00 | 87.9 | -2.88 | 6.08 | Cole, Gerrit | 605,141 | 543,037 | field_out | hit_into_play | null | null | null | null | 9 | Mookie Betts grounds out to first baseman Anthony Rizzo. | W | R | R | NYY | LAD | X | 3 | ground_ball | 1 | 1 | 2,024 | 0.53 | -0.06 | 0.54 | 1.44 | null | null | null | 1 | 1 | Top | 151.43 | 171.47 | null | null | 669,224 | null | null | 7.149475 | -127.911735 | -5.025261 | 4.421667 | 25.424429 | -32.005857 | 3.14 | 1.47 | 5 | 42.9 | -19 | 87.6 | 2,645 | 6 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.49 | 0.22 | 0.212 | 0 | 1 | 0 | 0 | 1 | 2 | 3 | Slider | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 136 | 0.015 | -0.154 | 67.37297 | 8.086 |
FF | 2024-10-30T00:00:00 | 96.5 | -2.79 | 5.97 | Cole, Gerrit | 605,141 | 543,037 | null | ball | null | null | null | null | 14 | Mookie Betts grounds out to first baseman Anthony Rizzo. | W | R | R | NYY | LAD | B | null | null | 0 | 1 | 2,024 | -0.67 | 1.43 | 0.86 | 2.16 | null | null | null | 1 | 1 | Top | null | null | null | null | 669,224 | null | null | 11.161521 | -139.917036 | -7.713682 | -11.40952 | 34.006314 | -11.765042 | 3.18 | 1.47 | null | null | null | 95.7 | 2,318 | 6.2 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.29 | null | null | null | null | null | null | null | 2 | 2 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 214 | 0 | 0.015 | null | null |
KC | 2024-10-30T00:00:00 | 81.4 | -2.67 | 6.24 | Cole, Gerrit | 605,141 | 543,037 | null | called_strike | null | null | null | null | 3 | Mookie Betts grounds out to first baseman Anthony Rizzo. | W | R | R | NYY | LAD | S | null | null | 0 | 0 | 2,024 | 1.08 | -1.17 | 0.53 | 3.16 | null | null | null | 1 | 1 | Top | null | null | null | null | 669,224 | null | null | 5.084801 | -118.358726 | 2.020481 | 8.861378 | 26.214734 | -43.723415 | 3.14 | 1.51 | null | null | null | 80.3 | 2,747 | 5.9 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.56 | null | null | null | null | null | null | null | 2 | 1 | Knuckle Curve | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Standard | Standard | 36 | 0 | -0.023 | null | null |
FF | 2024-10-30T00:00:00 | 95.6 | -2.76 | 6.15 | Cole, Gerrit | 660,271 | 543,037 | field_out | hit_into_play | null | null | null | null | 5 | Shohei Ohtani flies out to center fielder Aaron Judge. | W | L | R | NYY | LAD | X | 8 | fly_ball | 0 | 0 | 2,024 | -0.69 | 1.53 | -0.22 | 2.23 | null | null | null | 0 | 1 | Top | 140.69 | 83.91 | null | null | 669,224 | null | null | 8.213105 | -138.758821 | -8.051798 | -10.881194 | 33.860085 | -10.73855 | 3.39 | 1.62 | 289 | 93.2 | 45 | 94.8 | 2,458 | 6.2 | 775,296 | 543,037 | 669,224 | 519,203 | 650,402 | 665,862 | 683,011 | 657,077 | 592,450 | 665,742 | 54.32 | 0.009 | 0.008 | 0 | 1 | 0 | 0 | 3 | 1 | 1 | 4-Seam Fastball | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Strategic | Standard | 214 | 0.022 | -0.228 | 85.02101 | 8.40639 |