##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
##
## Attaching package: 'kableExtra'
## The following object is masked from 'package:dplyr':
##
## group_rows
Overall Strike Zone Percentage and Average Distance of Misses
Pitcher
|
Pitches
|
OutZone
|
InZone
|
ZonePercentage
|
AvgDistance
|
Alekson, Ben
|
366
|
162
|
204
|
55.73770
|
6.62
|
Eshleman, Jack
|
212
|
105
|
107
|
50.47170
|
7.28
|
Falter, Nick
|
720
|
360
|
355
|
49.30556
|
7.04
|
Cox, Tyler
|
128
|
64
|
63
|
49.21875
|
6.72
|
Brulport, Max
|
98
|
50
|
48
|
48.97959
|
5.64
|
Jaun, William
|
241
|
122
|
118
|
48.96266
|
8.61
|
Burke, Keegan
|
85
|
44
|
41
|
48.23529
|
6.71
|
Martinez, Matthew
|
344
|
179
|
164
|
47.67442
|
6.09
|
Adams, Brandon
|
354
|
185
|
168
|
47.45763
|
7.08
|
Burke, Colin
|
83
|
43
|
39
|
46.98795
|
6.24
|
Luczak, Andrew
|
252
|
134
|
118
|
46.82540
|
8.69
|
Flaherty, Tommy
|
79
|
43
|
36
|
45.56962
|
7.33
|
Helwig, Dennis
|
369
|
201
|
168
|
45.52846
|
7.50
|
Isler, Nate
|
165
|
89
|
75
|
45.45455
|
7.48
|
Keevan, Josh
|
447
|
255
|
191
|
42.72931
|
7.02
|
Foley, Brian
|
172
|
99
|
73
|
42.44186
|
7.88
|
Mulligan, Sean
|
22
|
13
|
9
|
40.90909
|
8.64
|
Krupp, Aidan
|
231
|
137
|
94
|
40.69264
|
9.10
|
Knox, Johnny
|
92
|
55
|
37
|
40.21739
|
6.15
|
Hale, Charlie
|
112
|
67
|
45
|
40.17857
|
7.68
|
Ellison, Chris
|
35
|
21
|
14
|
40.00000
|
6.73
|
Sibley, Joshua
|
102
|
62
|
40
|
39.21569
|
7.66
|
Chae, Yoon
|
54
|
33
|
21
|
38.88889
|
5.71
|
Simpson, Max
|
222
|
134
|
86
|
38.73874
|
7.17
|
Lapham, Jacob
|
228
|
140
|
88
|
38.59649
|
8.85
|
Carozza, Kyle
|
127
|
77
|
49
|
38.58268
|
8.13
|
Dowlen, Colin
|
306
|
187
|
118
|
38.56209
|
8.63
|
Interdonato, Reed
|
664
|
407
|
256
|
38.55422
|
8.71
|
Kutz, Charlie
|
87
|
53
|
33
|
37.93103
|
10.26
|
Ryan, Dillon
|
53
|
33
|
20
|
37.73585
|
6.86
|
Moss, Max
|
233
|
145
|
86
|
36.90987
|
6.91
|
Benzinger, Derek
|
182
|
117
|
65
|
35.71429
|
7.73
|
Meehan, Harry
|
57
|
38
|
19
|
33.33333
|
7.86
|
Voli, Joseph
|
50
|
34
|
16
|
32.00000
|
8.26
|
Strike Percentage When Behind or Even and Average Distance of Misses
Pitcher
|
PitchesCount
|
InZoneCount
|
BehindEvenPercentage
|
AvgDistanceBehindEven
|
Alekson, Ben
|
230
|
138
|
60.00000
|
5.65
|
Eshleman, Jack
|
145
|
78
|
53.79310
|
6.95
|
Burke, Keegan
|
64
|
34
|
53.12500
|
4.72
|
Adams, Brandon
|
242
|
124
|
51.23967
|
6.44
|
Falter, Nick
|
486
|
246
|
50.61728
|
6.87
|
Martinez, Matthew
|
244
|
123
|
50.40984
|
5.71
|
Brulport, Max
|
80
|
40
|
50.00000
|
5.34
|
Jaun, William
|
184
|
92
|
50.00000
|
8.04
|
Luczak, Andrew
|
191
|
93
|
48.69110
|
8.59
|
Helwig, Dennis
|
284
|
138
|
48.59155
|
7.13
|
Flaherty, Tommy
|
58
|
28
|
48.27586
|
5.99
|
Cox, Tyler
|
81
|
39
|
48.14815
|
4.80
|
Burke, Colin
|
65
|
31
|
47.69231
|
6.83
|
Chae, Yoon
|
40
|
19
|
47.50000
|
5.66
|
Sibley, Joshua
|
64
|
30
|
46.87500
|
7.08
|
Foley, Brian
|
131
|
61
|
46.56489
|
7.10
|
Keevan, Josh
|
304
|
141
|
46.38158
|
6.61
|
Isler, Nate
|
138
|
64
|
46.37681
|
7.45
|
Hale, Charlie
|
76
|
34
|
44.73684
|
7.20
|
Mulligan, Sean
|
19
|
8
|
42.10526
|
7.92
|
Interdonato, Reed
|
505
|
212
|
41.98020
|
8.08
|
Ellison, Chris
|
31
|
13
|
41.93548
|
6.85
|
Krupp, Aidan
|
184
|
77
|
41.84783
|
8.87
|
Knox, Johnny
|
72
|
30
|
41.66667
|
5.95
|
Simpson, Max
|
164
|
68
|
41.46341
|
7.13
|
Dowlen, Colin
|
232
|
96
|
41.37931
|
7.67
|
Carozza, Kyle
|
90
|
37
|
41.11111
|
8.01
|
Ryan, Dillon
|
44
|
18
|
40.90909
|
6.48
|
Lapham, Jacob
|
192
|
74
|
38.54167
|
8.75
|
Benzinger, Derek
|
142
|
54
|
38.02817
|
7.72
|
Kutz, Charlie
|
77
|
29
|
37.66234
|
10.77
|
Meehan, Harry
|
49
|
18
|
36.73469
|
7.89
|
Moss, Max
|
175
|
64
|
36.57143
|
6.78
|
Voli, Joseph
|
47
|
16
|
34.04255
|
8.40
|
Strike Percentage When Ahead and Average Distance of Misses
Pitcher
|
PitchesCount
|
InZoneCount
|
AheadPercentage
|
AvgDistanceAhead
|
Cox, Tyler
|
47
|
24
|
51.06383
|
10.14
|
Alekson, Ben
|
136
|
66
|
48.52941
|
7.88
|
Falter, Nick
|
234
|
109
|
46.58120
|
7.38
|
Jaun, William
|
57
|
26
|
45.61404
|
10.29
|
Brulport, Max
|
18
|
8
|
44.44444
|
6.85
|
Burke, Colin
|
18
|
8
|
44.44444
|
4.27
|
Eshleman, Jack
|
67
|
29
|
43.28358
|
7.86
|
Martinez, Matthew
|
100
|
41
|
41.00000
|
6.85
|
Luczak, Andrew
|
61
|
25
|
40.98361
|
8.95
|
Isler, Nate
|
27
|
11
|
40.74074
|
7.62
|
Kutz, Charlie
|
10
|
4
|
40.00000
|
6.34
|
Adams, Brandon
|
112
|
44
|
39.28571
|
8.18
|
Lapham, Jacob
|
36
|
14
|
38.88889
|
9.39
|
Flaherty, Tommy
|
21
|
8
|
38.09524
|
10.41
|
Moss, Max
|
58
|
22
|
37.93103
|
7.31
|
Krupp, Aidan
|
47
|
17
|
36.17021
|
9.92
|
Helwig, Dennis
|
85
|
30
|
35.29412
|
8.49
|
Knox, Johnny
|
20
|
7
|
35.00000
|
6.79
|
Keevan, Josh
|
143
|
50
|
34.96504
|
7.73
|
Burke, Keegan
|
21
|
7
|
33.33333
|
10.97
|
Mulligan, Sean
|
3
|
1
|
33.33333
|
12.58
|
Carozza, Kyle
|
37
|
12
|
32.43243
|
8.41
|
Simpson, Max
|
58
|
18
|
31.03448
|
7.27
|
Hale, Charlie
|
36
|
11
|
30.55556
|
8.50
|
Dowlen, Colin
|
74
|
22
|
29.72973
|
11.13
|
Foley, Brian
|
41
|
12
|
29.26829
|
9.74
|
Interdonato, Reed
|
159
|
44
|
27.67296
|
10.32
|
Benzinger, Derek
|
40
|
11
|
27.50000
|
7.77
|
Sibley, Joshua
|
38
|
10
|
26.31579
|
8.38
|
Ellison, Chris
|
4
|
1
|
25.00000
|
6.01
|
Ryan, Dillon
|
9
|
2
|
22.22222
|
8.25
|
Chae, Yoon
|
14
|
2
|
14.28571
|
5.81
|
Meehan, Harry
|
8
|
1
|
12.50000
|
7.73
|
Voli, Joseph
|
3
|
0
|
0.00000
|
6.86
|
Eshleman, Jack
Zone Percentage for Eshleman, Jack
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
12
|
3
|
25.00000
|
Curveball
|
8
|
3
|
37.50000
|
Cutter
|
4
|
3
|
75.00000
|
Four-Seam
|
148
|
80
|
54.05405
|
Slider
|
40
|
18
|
45.00000
|
Ellison, Chris
Zone Percentage for Ellison, Chris
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
2
|
1
|
50.00000
|
Curveball
|
3
|
0
|
0.00000
|
Four-Seam
|
19
|
11
|
57.89474
|
Sinker
|
4
|
1
|
25.00000
|
Slider
|
7
|
1
|
14.28571
|
Helwig, Dennis
Zone Percentage for Helwig, Dennis
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
59
|
16
|
27.11864
|
Curveball
|
12
|
6
|
50.00000
|
Four-Seam
|
177
|
98
|
55.36723
|
Sinker
|
36
|
16
|
44.44444
|
Slider
|
79
|
28
|
35.44304
|
Splitter
|
6
|
4
|
66.66667
|
Adams, Brandon
Zone Percentage for Adams, Brandon
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
41
|
14
|
34.14634
|
Curveball
|
55
|
20
|
36.36364
|
Four-Seam
|
196
|
109
|
55.61224
|
Sinker
|
22
|
11
|
50.00000
|
Slider
|
39
|
14
|
35.89744
|
NA
|
1
|
0
|
0.00000
|
Foley, Brian
Zone Percentage for Foley, Brian
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Curveball
|
1
|
0
|
0.00000
|
Cutter
|
4
|
2
|
50.00000
|
Four-Seam
|
90
|
41
|
45.55556
|
Sinker
|
47
|
23
|
48.93617
|
Slider
|
30
|
7
|
23.33333
|
Falter, Nick
Zone Percentage for Falter, Nick
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
50
|
16
|
32.00000
|
Curveball
|
15
|
9
|
60.00000
|
Cutter
|
32
|
12
|
37.50000
|
Four-Seam
|
233
|
135
|
57.93991
|
Sinker
|
194
|
102
|
52.57732
|
Slider
|
190
|
80
|
42.10526
|
NA
|
6
|
1
|
16.66667
|
Interdonato, Reed
Zone Percentage for Interdonato, Reed
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
46
|
9
|
19.56522
|
Curveball
|
1
|
0
|
0.00000
|
Four-Seam
|
86
|
33
|
38.37209
|
Sinker
|
329
|
143
|
43.46505
|
Slider
|
201
|
71
|
35.32338
|
NA
|
1
|
0
|
0.00000
|
Sibley, Joshua
Zone Percentage for Sibley, Joshua
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
31
|
11
|
35.48387
|
Curveball
|
35
|
12
|
34.28571
|
Cutter
|
5
|
1
|
20.00000
|
Four-Seam
|
19
|
10
|
52.63158
|
Sinker
|
11
|
5
|
45.45455
|
Slider
|
1
|
1
|
100.00000
|
Krupp, Aidan
Zone Percentage for Krupp, Aidan
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
147
|
59
|
40.13605
|
Curveball
|
57
|
16
|
28.07018
|
Sinker
|
26
|
19
|
73.07692
|
Slider
|
1
|
0
|
0.00000
|
Luczak, Andrew
Zone Percentage for Luczak, Andrew
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
18
|
5
|
27.77778
|
Curveball
|
40
|
14
|
35.00000
|
Four-Seam
|
20
|
7
|
35.00000
|
Sinker
|
155
|
84
|
54.19355
|
Slider
|
19
|
8
|
42.10526
|
Kutz, Charlie
Zone Percentage for Kutz, Charlie
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
16
|
6
|
37.50000
|
Curveball
|
6
|
3
|
50.00000
|
Four-Seam
|
6
|
3
|
50.00000
|
Sinker
|
38
|
16
|
42.10526
|
Slider
|
17
|
5
|
29.41176
|
NA
|
4
|
0
|
0.00000
|
Alekson, Ben
Zone Percentage for Alekson, Ben
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
121
|
66
|
54.54545
|
Curveball
|
4
|
2
|
50.00000
|
Four-Seam
|
159
|
86
|
54.08805
|
Sinker
|
59
|
42
|
71.18644
|
Slider
|
21
|
7
|
33.33333
|
NA
|
2
|
1
|
50.00000
|
Simpson, Max
Zone Percentage for Simpson, Max
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
55
|
15
|
27.27273
|
Curveball
|
59
|
22
|
37.28814
|
Four-Seam
|
15
|
9
|
60.00000
|
Sinker
|
76
|
36
|
47.36842
|
Slider
|
10
|
3
|
30.00000
|
Splitter
|
5
|
1
|
20.00000
|
NA
|
2
|
0
|
0.00000
|
Ryan, Dillon
Zone Percentage for Ryan, Dillon
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
15
|
6
|
40.00000
|
Curveball
|
14
|
4
|
28.57143
|
Sinker
|
20
|
10
|
50.00000
|
Slider
|
4
|
0
|
0.00000
|
Keevan, Josh
Zone Percentage for Keevan, Josh
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
285
|
121
|
42.45614
|
Curveball
|
46
|
19
|
41.30435
|
Four-Seam
|
24
|
7
|
29.16667
|
Sinker
|
13
|
8
|
61.53846
|
Slider
|
10
|
1
|
10.00000
|
Splitter
|
68
|
35
|
51.47059
|
NA
|
1
|
0
|
0.00000
|
Dowlen, Colin
Zone Percentage for Dowlen, Colin
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
21
|
9
|
42.85714
|
Curveball
|
147
|
42
|
28.57143
|
Four-Seam
|
74
|
33
|
44.59459
|
Sinker
|
62
|
34
|
54.83871
|
NA
|
2
|
0
|
0.00000
|
Moss, Max
Zone Percentage for Moss, Max
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
181
|
64
|
35.35912
|
Curveball
|
25
|
12
|
48.00000
|
Sinker
|
18
|
5
|
27.77778
|
Slider
|
7
|
5
|
71.42857
|
NA
|
2
|
0
|
0.00000
|
Jaun, William
Zone Percentage for Jaun, William
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
33
|
13
|
39.393939
|
Curveball
|
41
|
18
|
43.902439
|
Cutter
|
1
|
0
|
0.000000
|
Four-Seam
|
68
|
42
|
61.764706
|
Sinker
|
70
|
40
|
57.142857
|
Slider
|
6
|
3
|
50.000000
|
NA
|
22
|
2
|
9.090909
|
Isler, Nate
Zone Percentage for Isler, Nate
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
11
|
4
|
36.36364
|
Curveball
|
25
|
10
|
40.00000
|
Cutter
|
1
|
1
|
100.00000
|
Four-Seam
|
118
|
59
|
50.00000
|
Slider
|
6
|
1
|
16.66667
|
Splitter
|
3
|
0
|
0.00000
|
NA
|
1
|
0
|
0.00000
|
Martinez, Matthew
Zone Percentage for Martinez, Matthew
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
194
|
98
|
50.51546
|
Curveball
|
80
|
38
|
47.50000
|
Four-Seam
|
57
|
22
|
38.59649
|
Sinker
|
11
|
6
|
54.54545
|
Slider
|
1
|
0
|
0.00000
|
NA
|
1
|
0
|
0.00000
|
Mulligan, Sean
Zone Percentage for Mulligan, Sean
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
4
|
1
|
25.00000
|
Curveball
|
6
|
2
|
33.33333
|
Sinker
|
12
|
6
|
50.00000
|
Carozza, Kyle
Zone Percentage for Carozza, Kyle
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
2
|
0
|
0.00000
|
Curveball
|
41
|
12
|
29.26829
|
Four-Seam
|
82
|
37
|
45.12195
|
Slider
|
1
|
0
|
0.00000
|
NA
|
1
|
0
|
0.00000
|
Benzinger, Derek
Zone Percentage for Benzinger, Derek
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
36
|
9
|
25.00000
|
Curveball
|
12
|
6
|
50.00000
|
Cutter
|
2
|
1
|
50.00000
|
Four-Seam
|
29
|
12
|
41.37931
|
Sinker
|
32
|
9
|
28.12500
|
Slider
|
71
|
28
|
39.43662
|
Lapham, Jacob
Zone Percentage for Lapham, Jacob
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
15
|
4
|
26.66667
|
Curveball
|
59
|
23
|
38.98305
|
Sinker
|
138
|
55
|
39.85507
|
Slider
|
16
|
6
|
37.50000
|
Cox, Tyler
Zone Percentage for Cox, Tyler
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
59
|
25
|
42.37288
|
Curveball
|
41
|
22
|
53.65854
|
Four-Seam
|
3
|
2
|
66.66667
|
Sinker
|
24
|
14
|
58.33333
|
NA
|
1
|
0
|
0.00000
|
Hale, Charlie
Zone Percentage for Hale, Charlie
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
59
|
19
|
32.20339
|
Curveball
|
18
|
8
|
44.44444
|
Sinker
|
1
|
0
|
0.00000
|
Slider
|
34
|
18
|
52.94118
|
Brulport, Max
Zone Percentage for Brulport, Max
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
71
|
35
|
49.29577
|
Curveball
|
1
|
1
|
100.00000
|
Cutter
|
1
|
0
|
0.00000
|
Slider
|
25
|
12
|
48.00000
|
Flaherty, Tommy
Zone Percentage for Flaherty, Tommy
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
2
|
1
|
50.00000
|
Curveball
|
7
|
2
|
28.57143
|
Cutter
|
23
|
8
|
34.78261
|
Four-Seam
|
19
|
10
|
52.63158
|
Slider
|
28
|
15
|
53.57143
|
Burke, Keegan
Zone Percentage for Burke, Keegan
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Curveball
|
12
|
4
|
33.33333
|
Cutter
|
4
|
3
|
75.00000
|
Four-Seam
|
43
|
24
|
55.81395
|
Slider
|
26
|
10
|
38.46154
|
Burke, Colin
Zone Percentage for Burke, Colin
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
22
|
11
|
50.00000
|
Curveball
|
31
|
13
|
41.93548
|
Four-Seam
|
27
|
15
|
55.55556
|
Sinker
|
1
|
0
|
0.00000
|
Slider
|
1
|
0
|
0.00000
|
NA
|
1
|
0
|
0.00000
|
Voli, Joseph
Zone Percentage for Voli, Joseph
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
13
|
5
|
38.46154
|
Curveball
|
31
|
7
|
22.58065
|
Four-Seam
|
6
|
4
|
66.66667
|
Meehan, Harry
Zone Percentage for Meehan, Harry
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
36
|
12
|
33.33333
|
Curveball
|
13
|
3
|
23.07692
|
Cutter
|
3
|
1
|
33.33333
|
Slider
|
5
|
3
|
60.00000
|
Chae, Yoon
Zone Percentage for Chae, Yoon
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
14
|
3
|
21.42857
|
Curveball
|
23
|
13
|
56.52174
|
Four-Seam
|
16
|
5
|
31.25000
|
Slider
|
1
|
0
|
0.00000
|
Knox, Johnny
Zone Percentage for Knox, Johnny
AutoPitchType
|
TotalPitches
|
PitchesInZone
|
ZonePercentage
|
Changeup
|
67
|
30
|
44.77612
|
Curveball
|
15
|
3
|
20.00000
|
Four-Seam
|
8
|
4
|
50.00000
|
Slider
|
2
|
0
|
0.00000
|