PITCH_ID
int64
AUTOPITCHTYPE
string
BALLS
int64
STRIKES
int64
OUTS
int64
BATTERSIDE
string
PITCHERTHROWS
string
PLATELOCHEIGHT
float64
PLATELOCSIDE
float64
BOT_ZONE
float64
TOP_ZONE
float64
RELHEIGHT
float64
RELSIDE
float64
EXTENSION
float64
RELSPEED
float64
VERTRELANGLE
float64
HORZRELANGLE
float64
INDUCEDVERTBREAK
float64
HORZBREAK
float64
HORZAPPRANGLE
float64
VERTAPPRANGLE
float64
GAME_YEAR
int64
RUNNERS_ON
int64
BASE_CONFIGURATION
int64
called_strike
int64
1,428,598
SL
0
1
0
Right
Right
2.271
-0.733
1.58
3.37
6.057
0.433
6.479
82.913
-1.175
-1.266
7.345
-0.05
-1.275
-7.309
2,023
1
13
1
1,053,860
FF
1
2
0
Right
Left
4.276
0.206
1.47
3.19
5.124
-2.297
5.522
91.902
0.715
3.534
14.11
-9.652
1.708
-2.733
2,022
0
0
0
1,199,400
CU
0
2
0
Right
Left
1.021
0.868
1.766
3.498
6.119
-1.601
5.524
80.338
-1.676
1.189
-0.047
16.288
4.274
-9.602
2,021
0
0
0
238,926
SI
1
2
0
Right
Left
3.817
-1.056
1.63
3.57
6.276
-0.44
5.512
94.905
-0.692
0.712
8.687
-15.394
-2.215
-4.813
2,022
0
0
0
711,241
SL
0
0
1
Left
Right
2.219
-0.578
1.768
3.501
5.868
0.85
6.364
83.261
-0.415
-1.162
-0.377
-4.314
-1.974
-7.748
2,021
0
0
1
533,533
CH
1
0
0
Left
Right
4.344
1.662
1.53
3.36
6.075
1.417
6.273
85.912
1.317
-1.14
1.575
15.56
1.809
-5.367
2,022
1
2
0
729,497
SI
3
1
1
Right
Right
0.752
-0.672
1.73
3.49
5.59
1.214
6.39
98.041
-3.59
-3.676
9.994
17.993
-0.281
-7.025
2,022
1
2
0
752,365
SL
0
2
2
Left
Right
1.598
-0.797
1.58
3.42
5.354
2.691
6.08
85.416
-0.899
-3.432
2.498
-3.716
-4.135
-7.498
2,023
0
0
0
418,824
SL
0
0
2
Right
Left
3.235
-2.571
1.7
3.57
5.914
-3.028
5.741
78.911
1.113
-1.189
-0.565
18.766
2.38
-7.326
2,022
1
1
0
1,103,598
CU
1
1
1
Left
Right
2.821
-0.377
1.59
3.4
5.743
1.642
6.841
85.339
1.345
-1.648
-12.139
-6.199
-2.825
-8.062
2,022
0
0
1
203,496
FF
0
1
2
Right
Left
4.587
-0.942
1.57
3.41
5.719
-1.347
6.647
94.712
0.272
0.904
13.755
-5.079
-0.057
-2.867
2,022
0
0
0
385,773
CU
0
0
1
Left
Right
1.889
0.605
1.755
3.464
6.352
1.248
5.656
73.633
0.93
0.336
-12.915
-11.479
-1.86
-11.164
2,021
1
2
1
959,296
SL
1
1
2
Right
Right
1.102
-1.126
1.803
3.617
5.67
1.006
6.918
84.603
-0.964
-1.888
-6.082
-4.955
-2.828
-9.283
2,021
1
123
0
1,386,602
SI
0
1
0
Right
Left
0.818
-1.442
1.766
3.498
5.736
-2.002
5.805
92.624
-2.579
1.918
1.65
-14.698
-0.869
-8.253
2,021
0
0
0
1,350,931
CU
0
0
2
Right
Right
2.099
0.28
1.72
3.356
6.02
0.58
6.788
80.399
0.787
0.226
-13.242
-6.075
-0.93
-9.719
2,021
0
0
1
474,639
SL
0
0
2
Right
Right
1.618
-1.056
1.68
3.53
5.833
2.617
6.278
91.67
-2.399
-3.755
8.33
-2.489
-4.223
-6.879
2,022
0
0
0
756,474
SL
2
2
1
Right
Left
0.329
1.356
1.779
3.537
5.375
-2.97
7.122
87.027
-2.321
4.58
0.472
1.967
4.948
-8.851
2,021
1
1
0
844,852
FF
0
0
0
Right
Right
2.782
0.447
1.708
3.322
6.147
2.511
6.517
92.472
-2.406
-2.72
18.192
5.204
-1.733
-5.026
2,021
0
0
1
19,961
SL
1
1
1
Left
Left
1.997
0.999
1.71
3.48
5.359
-2.416
6.225
85.537
-1.297
3.197
11.556
5.561
4.25
-6.192
2,023
0
0
0
445,265
FF
3
1
0
Right
Right
1.772
-0.052
1.72
3.383
5.699
1.025
6.532
94.496
-3.075
-2.141
17.428
10.642
-0.122
-5.572
2,021
0
0
1
1,083,708
FF
2
1
1
Left
Left
1.952
1.517
1.685
3.258
6.191
-1.327
6.198
87.334
-3.068
3.582
19.418
-5.596
2.518
-6.243
2,021
0
0
0
49,844
SL
2
1
2
Left
Right
0.849
-0.31
1.59
3.4
6.298
1.412
5.492
80.335
-2.246
-1.122
1.958
-8.081
-2.65
-9.743
2,023
1
123
0
28,646
CH
1
0
0
Left
Right
1.754
0.82
1.52
3.2
6.237
2.321
6.512
91.687
-2.38
-3.296
5.217
18.322
0.188
-7.582
2,023
1
2
1
927,843
CU
0
1
0
Right
Right
3.477
0.365
1.57
3.4
6.303
1.545
6.123
79.508
1.21
0.528
-3.479
-20.027
-3.303
-7.794
2,022
0
0
1
240,370
SI
0
0
1
Right
Left
2.502
-0.852
1.708
3.321
5.571
-3.006
7.419
92.852
-1.531
3.851
11.293
-15.893
0.853
-5.339
2,021
1
2
1
791,422
ST
0
1
0
Right
Right
4.173
1.029
1.55
3.19
5.867
2.303
6.699
79.325
2.778
0.016
-7.405
-15.476
-2.917
-6.826
2,023
1
1
0
518,207
SL
2
1
2
Left
Right
3.744
2.778
1.71
3.59
5.123
2.953
6.297
85.061
2.115
0.569
-2.249
-8.396
-1.022
-5.443
2,022
1
1
0
343,391
FF
1
0
2
Right
Left
3.114
0.719
1.744
3.417
5.425
-1.251
5.999
91.521
-1.195
2.595
18.288
-5.22
1.604
-3.93
2,021
0
0
1
1,265,962
FF
0
0
0
Left
Right
2.693
1.089
1.768
3.501
6.07
1.512
6.65
92.113
-2.255
-1.06
16.169
6.569
0.18
-5.214
2,021
1
1
0
663,749
FF
3
2
2
Left
Right
3.928
0.542
1.75
3.55
5.775
2.651
7.061
95.345
-0.66
-3.325
15.278
10.955
-1.243
-3.502
2,022
1
1
0
139,255
FC
0
1
1
Left
Right
3.461
-1.316
1.744
3.428
5.4
2.007
6.275
87.18
-0.258
-3.987
15.493
4.284
-3.179
-4.106
2,021
0
0
0
699,124
SI
1
0
0
Right
Right
1.977
-0.572
1.48
3.12
6.337
1.383
6.435
94.226
-2.989
-3.34
11.538
13.399
-0.802
-6.62
2,023
1
2
1
1,292,752
FF
0
0
1
Left
Right
2.076
-0.777
1.62
3.48
5.778
2.511
6.944
96.834
-3.179
-4.529
19.668
10.089
-2.622
-4.988
2,023
0
0
1
751,642
FC
0
0
2
Left
Right
2.051
-1.006
1.6
3.38
6.107
2.337
6.677
92.129
-2.057
-3.805
6.424
1.703
-3.482
-6.972
2,022
1
3
0
1,057,852
FF
0
0
2
Right
Right
3.221
-1.25
1.756
3.452
5.997
0.602
7.209
93.783
-1.901
-1.744
18.756
-3.278
-2.369
-4.306
2,021
1
2
0
1,128,477
SL
1
1
2
Right
Right
1.032
-1.364
1.779
3.537
5.311
2.366
7.187
80.231
-0.498
-2.417
-3.589
-18.477
-5.901
-9.081
2,021
1
23
0
1,278,681
SL
1
1
2
Right
Left
0.564
0.868
1.51
3.28
5.961
-2.504
6.456
81.744
-1.504
2.233
-6.837
15.84
5.243
-10.533
2,023
0
0
0
520,292
FC
0
1
1
Right
Left
0.876
-0.711
1.53
3.36
5.574
-2.885
6.473
87.306
-2.36
2.171
5.631
2.148
2.579
-8.068
2,022
0
0
0
1,138,158
CU
0
0
1
Right
Right
1.607
-1.268
1.51
3.11
6.364
2.303
5.456
73.843
0.939
-2.716
-16.379
-12.342
-5.077
-11.844
2,022
0
0
0
871,540
FC
0
0
0
Right
Right
2.994
-1.105
1.72
3.356
5.722
0.23
6.991
84.37
-1.09
-1.559
17.344
0.983
-1.373
-5.021
2,021
1
1
0
625,787
FF
0
0
2
Right
Right
3.855
-0.235
1.53
3.36
4.897
2.416
5.969
88.867
1.102
-3.448
9.935
6.589
-2.2
-3.595
2,022
1
13
0
1,242,643
CU
2
1
2
Right
Right
1.812
-0.844
1.61
3.52
5.639
2.252
6.175
82.741
-0.557
-2.867
0.515
-5.374
-3.888
-8.063
2,023
1
123
0
290,275
CU
0
1
1
Left
Right
1.18
-0.351
1.57
3.31
5.506
1.368
6.286
77.481
0.838
-0.939
-15.655
-10.244
-2.883
-10.645
2,023
0
0
0
98,053
SL
1
1
0
Right
Right
1.404
-1.897
1.78
3.69
5.47
3.079
6.316
84.822
-1.018
-5.147
0.86
-2.681
-5.653
-8.063
2,023
0
0
0
907,356
FF
0
2
0
Left
Right
3.161
-0.997
1.72
3.59
5.9
1.358
6.561
96.62
-2.042
-3.196
19.078
6.923
-1.881
-4.008
2,022
0
0
0
1,337,384
FF
1
0
2
Left
Left
4.704
0.415
1.5
3.27
6.004
-1.138
6.673
90.665
-0.372
1.787
22.003
-0.984
1.6
-2.566
2,022
0
0
0
681,835
CH
0
0
1
Right
Left
3.27
-1.023
1.744
3.422
5.692
-2.309
5.724
84.476
-0.171
2.831
11.251
-16.247
-0.254
-5.317
2,021
0
0
0
496,510
SL
0
1
0
Right
Right
1.331
-1.588
1.744
3.441
5.787
0.761
6.506
86.694
-1.265
-1.897
-3.044
-7.295
-3.282
-8.705
2,021
1
1
0
57,093
KC
0
0
2
Left
Right
3.733
1.724
1.51
3.23
6.703
0.955
6.22
83.936
1.279
1.316
-11.129
-5.346
0.302
-8.113
2,023
0
0
0
1,315,223
CU
0
0
1
Left
Right
3.836
1.185
1.75
3.67
5.71
2.215
6.429
74.849
2.674
0.165
-3.561
-14.181
-2.514
-7.114
2,022
0
0
0
824,681
KC
0
1
0
Left
Right
-0.74
-0.595
1.744
3.428
6.552
2.431
6.068
83.325
-2.656
-3.022
-18.126
-2.719
-3.54
-13.449
2,021
0
0
0
116,257
SL
1
2
2
Right
Left
1.994
-0.839
1.708
3.321
5.88
-0.715
6.168
77.985
-0.157
-2.282
0.753
23.823
2.277
-8.679
2,022
1
2
0
2,642
FF
2
2
2
Right
Right
3.876
0.596
1.61
3.33
6.21
1.352
5.871
94.737
-1.164
-1.147
15.452
3.719
-0.44
-4.015
2,023
0
0
0
1,145,564
SI
1
1
0
Right
Left
0.3
0.161
1.67
3.56
6.373
-1.885
6.737
90.16
-4.861
3.576
14.399
-14.698
0.793
-8.487
2,023
1
12
0
628,407
FF
0
0
1
Left
Right
1.356
1.682
1.601
3.49
6.001
1.701
6.278
92.974
-3.619
-1.145
16.427
12.446
1.232
-6.586
2,023
1
3
0
142,306
SL
3
1
2
Right
Right
1.417
-1.75
1.732
3.376
5.477
3.299
5.63
85.983
-0.693
-4.662
-3.894
-8.287
-6.219
-8.35
2,021
1
1
0
470,405
FF
0
0
0
Right
Left
4.551
-0.951
1.779
3.542
5.522
-1.85
6.839
100.167
0.348
2.242
11.523
-13.757
-0.355
-2.571
2,021
0
0
0
97,104
SL
1
2
0
Right
Right
-0.045
-1.181
1.58
3.37
6.338
1.255
6.364
83.111
-2.844
-1.854
-5.219
-8.769
-3.522
-11.292
2,023
1
2
0
201,036
CH
1
1
0
Left
Right
2.465
1.381
1.49
3.3
6.237
2.212
6.391
83.44
-1.135
-2.649
7.183
19.296
1.043
-7.361
2,022
0
0
0
1,294,833
SL
0
1
1
Right
Left
2.928
-0.017
1.53
3.36
6.272
-1.331
6.408
86.589
-0.723
0.991
3.828
4.832
1.902
-6.751
2,023
1
2
1
14,756
SI
3
0
2
Right
Right
2.484
-1.295
1.64
3.37
6.51
1.261
6.036
95.001
-2.84
-3.983
13.816
13.636
-1.396
-5.992
2,022
1
12
0
96,299
SL
0
0
1
Right
Right
3.998
0.536
1.52
3.24
5.912
1.61
6.434
88.403
0.61
-0.87
5.115
-3.283
-1.492
-5.004
2,023
1
23
0
322,662
SL
0
1
0
Right
Left
1.785
1.745
1.74
3.43
5.517
-1.555
6.794
86.013
-1.466
3.394
8.378
2.383
3.845
-6.873
2,022
1
2
0
973,725
FF
1
2
0
Left
Right
3.138
-1.202
1.744
3.428
6.153
1.171
7.513
95.928
-2.24
-2.705
17.828
0.756
-2.562
-4.5
2,021
0
0
0
177,893
FF
0
0
0
Right
Left
3.228
0.484
1.768
3.5
6.582
-2.109
6.631
92.603
-2.134
3.833
15.047
-11.055
1.745
-5.29
2,021
1
2
1
732,443
CH
0
0
1
Left
Right
0.491
-1.536
1.58
3.31
5.75
0.77
6.998
81.831
-2.838
-4.064
9.166
16.741
-0.882
-8.877
2,022
0
0
0
877,820
FF
2
0
2
Right
Right
2.678
-0.423
1.708
3.331
5.644
2.381
5.908
91.746
-1.675
-4.015
15.245
11.138
-1.921
-4.847
2,021
0
0
1
645,551
FF
1
2
1
Right
Left
1.577
1.18
1.58
3.28
5.556
-2.143
6.587
93.911
-3.129
4.924
18.127
-14.393
2.194
-5.631
2,022
0
0
0
1,389,201
CU
3
2
1
Right
Left
1.803
-0.857
1.72
3.5
5.919
-1.672
5.632
82.092
-0.745
-0.186
-0.697
11.859
2.06
-8.456
2,022
0
0
1
557,523
FF
1
2
2
Right
Right
4.141
0.293
1.57
3.41
5.79
0.255
5.95
92.863
-0.57
-1.194
18.575
13.751
1.431
-3.134
2,022
1
1
0
928,173
CH
1
0
1
Right
Right
0.589
-0.534
1.63
3.38
5.372
3.002
7.029
85.15
-1.988
-4.82
1.668
10.231
-2.902
-8.631
2,023
1
1
0
713,381
FF
2
0
0
Right
Left
2.085
-0.966
1.65
3.59
5.8
-2.086
6.343
89.852
-2.333
2.036
15.103
-9.053
0.317
-5.881
2,022
0
0
1
549,351
SL
0
2
0
Left
Left
3.058
-0.874
1.756
3.465
5.857
-2.861
5.5
81.714
-0.048
0.335
8.073
20.077
4.153
-6.302
2,021
1
12
1
856,142
SI
0
0
2
Right
Right
1.662
0.241
1.756
3.471
5.683
1.106
6.842
94.573
-2.585
-2.67
10.686
18.873
0.911
-6.346
2,021
0
0
1
167,049
CU
0
1
0
Right
Right
2.683
1.152
1.55
3.3
5.983
2.182
6.222
78.531
1.213
-0.069
-8.572
-11.589
-2.274
-8.805
2,023
0
0
0
287,774
FF
3
2
0
Right
Right
1.44
-0.915
1.744
3.439
5.91
2.175
6.377
92.199
-3.642
-4.247
19.228
9.883
-2.371
-6.155
2,021
1
12
0
354,474
SI
1
0
1
Right
Right
3.238
-0.383
1.66
3.47
6.146
1.094
5.818
89.664
-1.153
-2.34
11.758
8.384
-0.755
-5.304
2,022
0
0
1
1,462,227
SL
0
0
2
Right
Left
1
0.276
1.6
3.27
6.171
-2.331
6.411
87.802
-3.13
2.678
7.89
1.719
3.003
-8.263
2,022
0
0
0
1,424,302
CH
0
0
0
Left
Right
1.171
-0.446
1.63
3.37
5.435
2.133
6.583
82.933
-1.784
-4.231
8.339
15.646
-1.27
-7.717
2,022
1
2
0
847,256
FF
2
0
0
Left
Right
1.906
-0.571
1.63
3.39
5.805
1.653
6.809
95.434
-3.005
-3.392
16.559
10.485
-1.396
-5.624
2,022
1
1
1
454,135
CH
2
2
1
Right
Left
2.233
-1.593
1.4
3.07
4.279
-1.444
6.572
84.746
1.05
1.295
1.441
-16.031
-1.727
-5.737
2,023
0
0
0
683,922
KC
0
0
2
Right
Right
1.591
-0.469
1.39
3.13
5.395
1.846
6.562
78.351
0.757
-1.188
-9.572
-14.725
-3.975
-9.377
2,023
0
0
1
24,983
SL
2
0
1
Left
Right
0.79
-1.133
1.67
3.58
6.339
1.385
5.718
87.524
-2.43
-2.078
-3.857
-6.991
-3.398
-9.777
2,022
0
0
0
1,299,228
FC
1
1
0
Left
Right
0.953
-1.523
1.72
3.352
5.857
2.313
6.205
92.082
-3.336
-3.911
10.591
-2.66
-4.413
-7.418
2,021
0
0
0
363,286
FF
1
0
0
Left
Right
1.794
-0.023
1.55
3.3
5.615
1.808
5.698
92.3
-2.48
-3.105
14.177
12.779
-0.678
-5.898
2,022
1
2
1
47,334
CH
2
2
1
Right
Left
0.067
0.734
1.55
3.3
5.544
-2.932
5.744
87.849
-2.233
5.164
-4.941
-13.846
2.543
-9.87
2,022
0
0
0
783,015
FC
2
1
2
Right
Left
3.485
0.628
1.72
3.35
6.388
-2.06
5.606
88.088
-0.888
3.1
10.209
-2.482
2.63
-5.577
2,021
1
2
0
970,132
SL
0
0
2
Left
Right
1.474
0.738
1.768
3.5
5.949
2.615
6.475
83.971
-0.875
-1.632
-5.011
-4.529
-2.494
-9.188
2,021
0
0
1
1,452,889
FF
0
1
1
Left
Right
3.475
1.057
1.791
3.575
5.761
1.404
6.308
95.464
-1.44
-1.099
18.418
7.992
0.416
-3.616
2,021
1
1
0
842,782
KC
0
0
2
Right
Right
2.866
0.128
1.779
3.548
5.639
1.576
5.661
88.686
1.256
-1.015
-12.685
-6.012
-2.155
-7.674
2,021
0
0
1
254,669
CU
1
0
1
Right
Left
2.839
0.494
1.56
3.41
6.03
-1.344
5.649
81.298
0.46
0.444
-1.682
17.099
3.706
-7.779
2,022
1
12
1
519,476
FF
0
0
0
Right
Right
4.49
0.776
1.756
3.472
6.397
1.244
6.539
96.679
-1.237
-1.036
20.394
5.798
0.073
-3.007
2,021
1
2
0
123,192
SL
0
1
2
Right
Right
0.094
-1.335
1.68
3.37
5.372
1.695
7.318
90.521
-3.003
-2.748
2.439
-6.558
-3.983
-8.725
2,022
1
1
0
1,221,644
FC
2
1
1
Right
Right
1.313
-0.698
1.708
3.327
6.265
3.146
5.527
91.511
-2.846
-3.501
4.94
-6.815
-4.78
-7.949
2,021
0
0
0
1,169,285
CH
0
0
0
Left
Right
2.189
-0.195
1.744
3.431
5.52
1.089
6.976
90.064
-0.748
-2.789
1.537
15.042
0.047
-6.719
2,021
0
0
1
710,622
SL
2
2
0
Right
Right
1.537
-1.018
1.54
3.27
5.446
1.524
6.888
83.796
-1.523
-1.827
9.088
-10.535
-3.834
-7.247
2,023
0
0
0
1,050,357
CH
0
0
0
Right
Left
3.281
-1.36
1.744
3.441
6.543
-1.601
6.517
81.407
-1.116
1.438
14.455
-12.941
-1.021
-6.195
2,021
0
0
0
347,450
SL
1
1
2
Right
Right
2.556
-1.11
1.601
3.49
5.568
1.677
6.627
92.596
-1.211
-3.437
9.004
4.356
-2.614
-5.512
2,022
0
0
0
504,306
CH
0
0
2
Left
Right
1.32
0.093
1.768
3.5
6.038
1.566
6.534
86.592
-2.444
-3.062
7.042
16.06
-0.007
-8.042
2,021
0
0
1
842,596
SL
1
2
2
Left
Right
1.881
1.381
1.744
3.438
5.454
2.749
5.866
84.837
-0.85
-1.245
3.874
-2.527
-1.72
-7.089
2,021
1
1
0