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
1,152,062
FC
0
0
1
Left
Right
3.44
0.176
1.49
3.13
6.264
1.489
6.398
89.726
-0.546
-0.868
5.642
-6.177
-2.032
-5.774
2,022
1
1
1
355,442
SI
2
0
2
Right
Right
1.763
0.644
1.66
3.31
5.22
1.369
6.799
97.52
-1.839
-2.384
7.524
17.422
0.928
-5.875
2,023
1
2
1
674,727
FF
3
2
0
Right
Left
1.064
1.159
1.52
3.23
5.939
-1.931
6.091
97.202
-4.068
4.353
15.76
-11.315
2.218
-6.542
2,022
0
0
0
275,030
SI
0
0
1
Left
Left
1.252
-0.366
1.5
3.27
6.365
-1.641
6.498
91.167
-3.641
2.441
11.473
-11.612
0.251
-7.599
2,023
1
2
0
813,075
SL
0
0
1
Right
Right
3.497
0.27
1.72
3.58
6.171
0.938
5.721
89.128
0.053
0.845
1.671
-17.469
-2.469
-6.124
2,023
0
0
1
1,182,190
CH
0
0
1
Left
Right
2.989
2.478
1.59
3.45
5.943
2.122
6.162
88.203
-0.022
-0.852
-0.179
13.724
1.749
-6.665
2,022
0
0
0
329,602
CU
0
0
2
Right
Left
0.978
0.637
1.46
3.17
6.186
-1.056
6.026
79.881
-0.624
0.937
-12.498
9.91
2.824
-11.058
2,023
0
0
0
572,514
CH
0
0
0
Left
Right
2.035
1.244
1.55
3.54
4.706
1.971
7.31
85.722
0.675
-2.183
-2.048
14.975
0.664
-6.784
2,023
1
1
0
1,361,264
FS
1
2
1
Right
Right
1.005
0.057
1.58
3.29
5.579
1.992
6.767
87.772
-2.665
-3.379
9.608
13.849
-0.768
-7.465
2,022
0
0
0
1,225,741
SI
2
2
1
Right
Right
1.706
0.573
1.779
3.541
5.296
1.683
6.125
89.226
-1.92
-2.459
12.594
13.971
0.191
-6.03
2,021
1
2
1
709,259
FF
0
0
0
Right
Right
2.461
-0.332
1.768
3.5
5.683
1.527
7.275
97.075
-2.364
-2.838
15.844
8.508
-1.232
-4.806
2,021
0
0
1
736,490
FF
0
1
1
Right
Left
1.527
0.017
1.41
3.04
6.066
-0.679
7.007
94.906
-3.846
0.971
18.406
-2.228
0.545
-6.209
2,022
1
1
1
948,006
FF
0
0
0
Right
Right
3.317
-0.259
1.62
3.49
5.877
0.798
6.336
93.74
-1.491
-1.882
16.91
8.111
-0.342
-4.189
2,022
0
0
1
367,233
SL
1
2
0
Right
Left
-0.833
1.074
1.756
3.466
6.264
-1.682
5.813
81.955
-4.025
2.839
0.72
1.382
3.101
-11.484
2,021
1
2
0
346,846
CU
1
0
2
Left
Right
4.312
0.259
1.76
3.74
6.549
0.587
5.703
75.563
2.925
0.63
-12.096
-10.984
-1.444
-8.268
2,023
0
0
0
1,112,514
SL
2
1
1
Right
Right
1.143
-1.046
1.732
3.401
6.23
0.681
5.673
84.758
-1.936
-0.889
-1.534
-10.79
-2.93
-9.3
2,021
0
0
0
1,047,296
FF
0
2
2
Left
Right
4.362
0.682
1.565
3.411
5.387
1.937
6.996
94.354
0.353
-1.563
14.09
1.993
-1.187
-2.687
2,023
0
0
0
954,466
FF
1
1
0
Right
Left
1.589
-1.169
1.685
3.285
6.11
-1.116
6.391
93.784
-3.041
0.248
10.104
-3.374
-0.388
-6.909
2,021
0
0
0
1,061,838
SL
0
0
1
Right
Left
1.906
-1.252
1.52
3.23
5.201
-2.649
6.15
81.442
0.365
0.77
-2.542
8.216
2.327
-7.844
2,022
1
1
0
1,166,911
SL
2
1
2
Left
Right
0.129
-1.54
1.57
3.46
5.989
1.144
6.72
89.698
-3.752
-2.616
4.366
-3.498
-3.272
-9.13
2,023
0
0
0
688,149
CH
0
2
1
Right
Left
2.803
-2.086
1.67
3.47
5.653
-1.635
6.487
81.21
-0.294
0.962
10.647
-16.011
-2.085
-6.161
2,022
0
0
0
1,134,372
FF
1
2
0
Right
Right
4.132
-0.969
1.52
3.23
5.424
1.664
6.566
94.971
-0.178
-3.765
17.535
9.867
-1.872
-2.779
2,022
0
0
0
207,226
FF
0
2
1
Right
Right
2.823
-1.782
1.756
3.466
6.593
1.355
5.915
95.041
-2.398
-4.022
11.573
7.215
-2.665
-5.862
2,021
0
0
0
1,462,844
FF
1
0
1
Left
Right
3.309
1.559
1.756
3.471
5.814
2.467
6.66
94.209
-1.81
-1.316
20.535
3.555
-0.642
-3.733
2,021
0
0
0
431,328
FF
0
0
1
Right
Right
2.847
-0.734
1.61
3.44
5.814
1.855
6.869
91.637
-1.669
-2.695
15.212
-1.572
-2.993
-4.94
2,023
0
0
1
411,726
SI
0
2
0
Right
Left
1.675
1.477
1.83
3.75
6.339
-2.632
5.931
93.229
-3.337
5.778
13.024
-15.223
2.906
-6.844
2,023
0
0
0
276,523
CH
0
1
0
Right
Left
1.997
-0.998
1.74
3.58
6.015
-0.969
6.278
84.696
-1.77
1.267
9.364
-14.369
-1.457
-7.161
2,023
0
0
0
461,033
FC
3
2
0
Right
Right
2.247
-0.978
1.59
3.29
6.217
2.797
5.973
93.372
-2.071
-3.82
6.52
-2.751
-4.336
-6.654
2,022
0
0
0
291,260
KC
1
0
1
Left
Right
2.568
0.579
1.48
3
7.199
0.874
5.62
77.173
-0.097
0.158
-8.794
-5.315
-0.849
-10.317
2,022
0
0
1
1,352,565
SI
0
0
0
Right
Right
3.237
1.082
1.756
3.487
4.262
2.241
5.971
87.858
2.314
-2.616
-2.497
15.21
0.273
-4.907
2,021
0
0
0
1,415,201
SL
2
2
0
Right
Right
0.984
-2.265
1.732
3.393
6.047
3.041
6.369
88.512
-3.261
-5.456
10.423
-3.255
-6.067
-7.838
2,021
1
3
0
44,620
CH
0
0
0
Right
Left
3.505
-0.897
1.732
3.393
5.92
-2.552
6.442
87.356
-0.512
2.992
12.341
-13.164
0.502
-4.915
2,021
0
0
0
250,121
FF
1
0
2
Right
Right
2.779
-1.505
1.72
3.356
6.173
2.466
6.249
92.592
-2.515
-4.902
19.324
6.712
-3.633
-4.93
2,021
0
0
0
581,727
SI
3
0
1
Right
Left
1.805
-0.292
1.43
3.09
6.335
-1.881
6.455
94.346
-2.981
3.466
9.639
-19.188
-0.189
-7.036
2,022
1
1
1
1,032,975
SL
1
1
0
Left
Right
3.06
0.738
1.61
3.51
6.431
3.193
6.394
83.172
-0.286
-3.394
1.885
8.045
-1.878
-7.286
2,023
0
0
1
81,352
CH
1
2
0
Left
Right
2.812
1.586
1.74
3.58
6.569
0.77
6.239
81.534
-0.966
0.01
5.976
9.669
1.829
-7.392
2,023
0
0
0
1,399,086
CH
1
0
0
Right
Left
3.223
-1.611
1.779
3.541
6.518
-2.225
6.662
86.682
-1.197
1.881
9.814
-13.297
-0.636
-6.17
2,021
0
0
0
398,739
CH
0
0
0
Right
Left
-0.143
-0.001
1.45
3.23
6.579
-1.589
6.707
82.351
-4.803
2.886
12.854
-12.634
0.487
-10
2,023
1
1
0
83,931
FF
3
2
0
Right
Right
4.133
-0.005
1.732
3.402
6.246
1.636
5.655
96.144
-1.337
-2.298
19.27
6.025
-1.153
-3.306
2,021
0
0
0
1,282,303
FF
0
0
0
Right
Left
1.062
-0.646
1.6
3.35
6.091
-1.805
6.325
94.531
-4.364
1.816
18.742
-6.175
0.644
-6.623
2,022
1
2
0
738,672
SI
3
1
0
Right
Right
2.009
-0.544
1.53
3.15
5.174
1.787
6.989
91.267
-1.257
-4.329
8.838
19.343
-0.656
-5.847
2,022
0
0
1
1,401,548
SI
0
0
0
Right
Right
3.198
1.8
1.63
3.38
5.651
2.373
5.885
97.105
-0.705
-2.332
7.482
19.132
1.302
-4.794
2,022
1
1
0
732,154
FF
1
2
2
Right
Right
5.277
-0.401
1.768
3.5
5.634
2.553
6.104
94.119
0.848
-3.666
17.324
5.271
-2.666
-1.754
2,021
1
2
0
164,371
CU
1
2
2
Left
Right
0.741
-0.773
1.768
3.496
5.5
2.448
6.113
79.049
-0.469
-2.837
-8.829
-7.154
-4.178
-10.101
2,021
0
0
0
1,395,520
SL
0
0
0
Left
Right
2.39
1.185
1.49
3.18
5.56
1.697
6.453
83.178
0.033
-0.394
0.952
-1.797
-0.735
-7.212
2,022
1
2
0
1,260,422
FF
1
2
1
Left
Right
2.267
-1.135
1.6
3.32
6.77
1.412
5.955
95.57
-3.502
-3.57
14.981
9.205
-1.829
-6.316
2,022
1
1
0
377,937
SI
0
0
0
Right
Right
2.033
-0.119
1.732
3.392
5.96
1.211
6.932
93.009
-2.524
-2.244
12.196
8.552
-0.619
-6.213
2,021
1
1
1
156,907
SL
1
1
0
Left
Right
0.721
0.178
1.49
3.13
5.725
2.853
5.965
87.282
-2.666
-2.823
5.227
-0.67
-2.949
-8.325
2,022
0
0
0
161,798
FF
0
1
2
Left
Right
2.562
-0.29
1.768
3.5
6.284
2.454
5.783
91.388
-2.521
-3.904
15.988
10.715
-1.889
-5.607
2,021
0
0
1
888,265
SL
0
0
1
Right
Right
2.257
-0.888
1.513
3.319
4.931
1.761
5.787
85.132
0.61
-1.861
-1.379
-11.015
-3.942
-6.712
2,023
0
0
1
518,513
CH
2
2
2
Right
Right
0.499
-0.627
1.49
3.29
6.088
1.707
6.677
87.689
-3.55
-4.128
7.802
17.388
-0.831
-8.804
2,023
1
13
0
804,315
FF
0
0
2
Right
Right
2.079
-1.057
1.74
3.61
5.932
1.988
6.498
93.163
-3.043
-3.844
18.706
5.853
-2.742
-5.413
2,023
0
0
0
833,483
SL
2
2
0
Right
Right
1.495
-2.111
1.732
3.406
4.88
1.195
6.383
88.969
-1.17
-3.173
6.589
-4.609
-4.041
-6.358
2,021
0
0
0
119,555
CH
0
2
2
Right
Left
1.484
-2.404
1.47
3.33
5.275
-3.142
6.503
82.078
-0.278
2.551
-1.609
-19.264
-1.115
-8.297
2,023
0
0
0
1,271,838
FF
3
0
1
Left
Right
2.609
-0.29
1.732
3.393
4.678
2.49
6.106
93.208
-0.795
-3.983
15.749
10.889
-1.915
-3.833
2,021
0
0
1
242,770
SI
0
0
2
Left
Right
1.411
-0.419
1.768
3.501
5.574
2.295
6.824
95.835
-2.714
-4.321
9.433
14.811
-1.531
-6.498
2,021
1
2
0
1,102,186
FF
1
2
2
Left
Right
4.273
1.015
1.55
3.38
5.701
1.584
5.974
91.884
-0.277
-0.837
18.003
2.488
-0.367
-2.928
2,023
0
0
0
552,685
CU
0
1
0
Right
Right
0.563
-1.02
1.65
3.55
6.214
1.533
7.209
83.144
-0.867
-2.908
-18.371
0.972
-2.722
-11.838
2,023
0
0
0
1,103,012
CU
1
2
0
Right
Right
1.278
-1.327
1.71
3.61
6.054
1.781
6.783
82.073
-0.082
-2.861
-15.871
-5.939
-3.984
-10.633
2,023
0
0
0
453,970
SI
0
0
0
Right
Left
3.722
-0.279
1.708
3.322
5.848
-3.624
7.081
86.916
-0.303
4.539
13.98
-9.405
2.765
-4.495
2,021
0
0
0
669,870
FC
2
2
0
Right
Left
3.535
-0.866
1.47
3.17
5.8
-1.644
6.185
88.776
-0.136
0.573
8.601
2.979
1.136
-4.97
2,023
0
0
0
649,801
FF
3
0
1
Left
Left
2.753
-0.383
1.72
3.327
4.914
-3.468
6.304
91.995
-0.603
4.744
13.439
-15.547
1.791
-4.26
2,021
0
0
1
1,437,492
CH
0
0
1
Right
Left
2.515
-0.911
1.756
3.469
5.127
-1.779
6.611
90.758
-0.103
2.729
3.128
-19.592
-0.997
-5.832
2,021
0
0
1
979,339
FF
1
2
2
Right
Right
2.05
2.445
1.53
3.25
6.01
2.186
6.232
95.965
-3.098
-0.622
16.526
9.992
1.274
-5.585
2,022
0
0
0
961,939
SI
1
1
0
Right
Right
3.275
0.139
1.48
3.15
5.613
2.534
6.278
96.72
-0.547
-4.338
7.581
19.326
-0.661
-4.728
2,022
0
0
1
731,828
FC
0
0
1
Right
Left
3.102
0.36
1.67
3.42
5.685
-1.554
5.565
88.182
-0.434
1.685
8.448
4.093
2.454
-5.334
2,022
0
0
1
644,294
FF
0
0
1
Left
Left
2.649
1.096
1.744
3.441
6.183
-2.085
5.658
93.386
-2.211
4.731
14.329
-14.884
1.894
-5.559
2,021
1
1
0
747,401
SI
1
2
1
Left
Right
4.319
0.404
1.72
3.56
5.699
2.229
6.177
97.367
-0.324
-3.146
15.867
12.995
-0.683
-2.782
2,023
0
0
0
1,107,549
SL
2
2
2
Right
Right
0.85
-0.836
1.65
3.29
6.022
1.351
6.665
86.693
-2.445
-2.155
1.26
-2.574
-2.644
-9.05
2,023
0
0
0
1,127,522
FF
3
1
1
Left
Right
1.314
-0.29
1.66
3.43
4.983
1.751
6.629
87.346
-1.845
-3.389
12.401
12.777
-0.958
-6.34
2,023
1
12
0
1,234,432
CU
0
0
0
Left
Right
2.67
1.614
1.72
3.52
5.966
2.427
6.228
77.795
0.844
0.142
-3.428
-11.327
-2.017
-8.415
2,023
0
0
0
91,078
SL
1
1
0
Left
Right
1.266
-2.262
1.732
3.394
4.961
2.246
6.697
83.47
-0.2
-4.012
-2.665
-10.009
-5.901
-8.115
2,021
0
0
0
84,159
SL
0
2
1
Right
Right
0.096
-2.317
1.54
3.27
5.45
2.484
6.763
85.932
-2.406
-4.74
-0.372
-5.557
-5.79
-9.475
2,023
1
2
0
1,460,262
FF
0
0
1
Right
Right
5.3
-0.64
1.47
3.24
5.479
0.906
6.43
97.06
0.719
-2.006
19.014
3.559
-1.329
-1.198
2,022
0
0
0
570,568
SL
1
1
1
Right
Right
1.748
-1.805
1.48
3.29
5.964
1.573
6.224
86.054
-1.449
-2.879
1.866
-8.646
-4.5
-7.877
2,023
1
1
0
1,074,548
CU
2
0
2
Left
Right
1.638
-1.134
1.744
3.428
6
0.762
6.057
84.316
0.265
-0.825
-16.537
-13.596
-3.416
-10.16
2,021
1
2
0
550,733
FF
2
0
2
Right
Right
4.878
-0.48
1.661
3.151
6.256
1.136
5.918
92.315
-0.269
-1.812
18.571
0.779
-1.664
-2.84
2,021
0
0
0
17,880
SI
0
0
1
Left
Left
2.387
0.604
1.58
3.33
5.441
-1.386
6.248
95.35
-1.335
3.026
8.23
-9.625
1.201
-5.468
2,023
0
0
1
716,355
FF
0
0
1
Left
Right
2.995
0.526
1.49
3.18
3.484
3.029
6.545
86.73
2.399
-4.333
4.471
17.746
-0.961
-3.752
2,022
0
0
1
1,212,163
SI
1
0
2
Left
Right
1.786
-0.406
1.51
3.24
5.022
2.874
6.766
95.497
-1.405
-5.156
6.665
17.279
-1.893
-5.818
2,022
0
0
1
747,733
SL
2
1
2
Right
Right
1.173
-1.364
1.63
3.34
6.533
2.188
5.911
86.514
-3.007
-3.138
5.557
-7.656
-4.578
-8.73
2,022
0
0
0
1,412,458
CH
0
1
0
Right
Left
3.291
-0.218
1.755
3.464
5.596
-2.182
5.991
87.011
0.15
3.787
6.948
-18.625
0.252
-5.41
2,021
0
0
1
1,358,974
SL
0
1
2
Right
Left
0.451
1.291
1.6
3.37
6.58
-1.927
6.694
88.367
-3.982
3.137
5.153
4.17
3.922
-9.502
2,022
0
0
0
441,749
FF
2
2
2
Right
Right
3.362
-1.056
1.66
3.31
6.063
1.618
6.384
93.338
-1.485
-3.123
14.904
2.402
-2.672
-4.48
2,023
0
0
0
415,311
FF
2
1
0
Right
Right
-0.043
-1.117
1.64
3.53
6.077
1.568
6.699
92.365
-5.396
-3.848
18.349
10.057
-1.943
-8.014
2,022
0
0
0
147,289
SL
0
1
2
Left
Right
1.383
-0.788
1.565
3.411
5.404
1.97
6.195
81.299
-0.688
-1.874
0.342
-12.343
-4.199
-8.28
2,022
0
0
0
454,721
FC
0
0
0
Left
Right
0.808
0.494
1.27
2.86
6.156
0.586
6.64
92.597
-4.064
0.19
12.113
-3.199
-0.412
-7.692
2,023
0
0
0
610,739
SL
0
2
2
Right
Left
0.841
0.393
1.69
3.36
4.254
-1.52
6.647
81.213
-0.412
1.867
4.725
2.449
2.33
-7.258
2,023
0
0
0
1,445,725
FF
3
0
0
Left
Right
2.884
0.626
1.732
3.393
6.055
1.694
6.426
93.498
-2.11
-1.719
16.698
6.145
-0.548
-4.911
2,021
0
0
1
1,064,394
SL
0
2
0
Left
Left
-1.036
3.634
1.755
3.464
5.875
-1.82
6.154
88.514
-4.36
5.876
1.173
0.084
5.892
-10.737
2,021
0
0
0
534,807
CH
0
1
2
Right
Left
1.617
1.066
1.7
3.57
5.825
-1.067
6.559
83.703
-1.448
3.007
4.713
-7.501
1.581
-7.97
2,023
1
12
1
716,181
FC
1
0
2
Left
Right
3.465
0.306
1.44
3.1
5.143
1.636
6.806
88.485
0.564
-1.186
8.577
-2.97
-1.75
-4.424
2,023
1
1
1
302,679
CH
0
0
1
Left
Right
2.971
1.555
1.768
3.465
5.959
2.157
6.327
85.355
-0.623
-1.55
8.53
9.909
0.331
-6.1
2,021
1
2
0
2,923
FF
0
2
2
Left
Right
3.581
1.207
1.64
3.38
5.893
1.718
7.019
94.826
-1.419
-1.242
18.149
7.429
0.168
-3.745
2,023
0
0
0
497,826
CH
2
0
2
Left
Right
0.829
-0.304
1.61
3.56
5.695
2.071
6.459
89.821
-2.121
-3.869
-1.117
14.199
-1.185
-8.681
2,022
1
3
0
786,298
CU
1
2
2
Right
Right
-0.416
-0.465
1.66
3.55
5.875
0.611
6.098
83.166
-1.99
-0.814
-13.519
-3.889
-1.556
-12.001
2,022
0
0
0
476,116
KC
0
2
1
Left
Right
1.351
0.715
1.744
3.433
6.685
1.257
6.858
78.658
0.227
-0.143
-21.02
-4.926
-1.095
-12.415
2,021
0
0
0
564,006
FF
0
0
1
Right
Right
2.54
-0.575
1.766
3.498
5.557
2.247
7.029
91.448
-1.521
-3.697
13.129
6.5
-2.468
-5.222
2,021
0
0
1
870,715
SL
0
0
2
Left
Right
2.187
1.063
1.73
3.6
3.361
3.885
6.679
78.669
1.752
-1.786
10.727
-14.248
-4.479
-4.545
2,022
0
0
1
1,017,221
FF
0
1
0
Left
Right
4.293
0.503
1.779
3.541
5.762
1.553
6.492
92.115
-0.104
-1.99
15.924
9.327
-0.214
-3.238
2,021
0
0
0