Basic Pitch Stats

Pitcher

Pitch

N

Balls

Strikes

Strike_Percentage

Ball_Percentage

Brulport

Changeup

115

41

74

64.35%

35.65%

Brulport

Curveball

41

17

24

58.54%

41.46%

Brulport

Cutter

1

0

1

100.00%

0.00%

Brulport

Slider

3

2

1

33.33%

66.67%

Pitcher

Pitch

N

Balls

Strikes

Velo

Spin Rate

Vert Break

Horizontal Break

Tilt

Strike_Percentage

Ball_Percentage

Brulport

Changeup

115

41

74

80.19500

1,788.175

14.501694

-1.990820

140.28261

64.35%

35.65%

Brulport

Curveball

41

17

24

71.66007

2,264.043

1.534498

8.001860

57.80488

58.54%

41.46%

Brulport

Cutter

1

0

1

83.02833

1,947.132

15.469220

-2.603430

176.25000

100.00%

0.00%

Brulport

Slider

3

2

1

75.79285

1,568.662

7.608970

4.057077

138.75000

33.33%

66.67%

Brulport_UVAL <- x %>%
   filter(BatterTeam == "UPP_VAL") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL
##     Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1  Brulport      Changeup 81.92191 1803.222 165.00  -8.60772         17.42694
## 2  Brulport      Changeup 74.93914 1443.472 172.50  -3.22130         17.57217
## 3  Brulport      Changeup 76.58481 1635.958 165.00  -5.38359         10.88981
## 4  Brulport      Changeup 83.16419 1839.996 165.00  -9.73402         19.46107
## 5  Brulport     Curveball 72.97734 2314.883  30.00  10.13630          7.46138
## 6  Brulport      Changeup 81.72786 1847.095 172.50  -3.89772         18.27304
## 7  Brulport     Curveball 71.05763 2292.349  33.75  11.17674          6.55500
## 8  Brulport      Changeup 81.87473 1854.278 172.50  -3.86299         18.49351
## 9  Brulport      Changeup 75.45085 1574.501 153.75 -10.80016         10.58201
## 10 Brulport      Changeup 82.21138 1854.099 172.50  -5.13091         18.69946
## 11 Brulport     Curveball 73.05576 2362.939  37.50  14.28985          4.98299
## 12 Brulport      Changeup 81.19324 1741.578 176.25  -2.24331         16.81481
## 13 Brulport      Changeup 75.48946 1576.749 168.75  -4.08453         13.19103
## 14 Brulport     Curveball 70.88706 2235.201  30.00   8.20252          7.11646
## 15 Brulport      Changeup 81.77143 1739.142 168.75  -6.00823         18.66958
## 16 Brulport     Curveball 71.27463 2326.040  41.25  11.80709          4.07236
## 17 Brulport      Changeup 81.33924 1856.954 172.50  -4.68697         16.70922
## 18 Brulport     Curveball 71.66373 2278.218  37.50   6.50280          3.66823
## 19 Brulport     Curveball 71.21243 2302.415  45.00   6.73496          1.54910
## 20 Brulport      Changeup 81.84757 1877.474 172.50  -4.05008         16.81359
## 21 Brulport      Changeup 75.50244 1741.748 180.00   0.43067         14.86158
## 22 Brulport      Changeup 76.09901 1750.075 150.00 -11.13162          8.54154
## 23 Brulport     Curveball 71.07580 2349.277  37.50   9.97910          4.21378
## 24 Brulport      Changeup 81.79711 1866.038 165.00 -10.12323         17.91340
## 25 Brulport      Changeup 74.95162 1375.088 168.75  -5.92063         15.34906
## 26 Brulport      Changeup 81.73409 1810.573 168.75  -6.96717         19.04454
## 27 Brulport      Changeup 81.13742 1795.118 168.75  -9.45363         21.93281
## 28 Brulport      Changeup 81.35912 1874.249 168.75  -7.26658         22.18623
## 29 Brulport     Curveball 72.17274 2207.292  41.25   4.35173          2.38276
## 30 Brulport     Curveball 72.68604 2291.786  33.75   8.62937          5.82433
## 31 Brulport      Changeup 82.48003 1786.807 176.25  -1.40622         18.31792
## 32 Brulport      Changeup 81.36504 1774.108 168.75  -7.30288         16.67694
## 33 Brulport      Changeup 81.87991 1841.382 176.25  -2.06260         17.78875
## 34 Brulport      Changeup 80.63945 1842.520 165.00  -6.82851         15.13583
## 35 Brulport      Changeup 75.26027 1554.348 172.50  -3.48158         16.34556
## 36 Brulport      Changeup 82.03628 1879.126 176.25  -3.45288         21.19836
## 37 Brulport      Changeup 82.90192 1726.395 176.25  -0.85744         11.22548
## 38 Brulport        Slider 77.76790 1600.992 191.25   3.08500         10.10934
## 39 Brulport     Curveball 71.26854 2277.852  56.25  34.53254        -11.38040
## 40 Brulport     Curveball 72.52259 2323.787  56.25  19.16981         -6.84055
## 41 Brulport        Cutter 83.02833 1947.132 176.25  -2.60343         15.46922
## 42 Brulport      Changeup 77.20910 1516.207 183.75   1.27870         16.71706
## 43 Brulport     Curveball 73.39865 2422.611  56.25  21.52863         -8.33725
## 44 Brulport     Curveball 69.96268 2198.940  48.75  10.64260          0.41980
## 45 Brulport      Changeup 81.74726 1759.919 176.25  -1.73020         13.09552
## 46 Brulport      Changeup 81.68276 1814.603 176.25  -2.76831         16.00784
## 47 Brulport     Curveball 70.63210 2232.009  56.25   6.53429         -0.68693
## 48 Brulport      Changeup 80.67336 1716.025 168.75  -4.60524         12.57591
## 49 Brulport     Curveball 70.34532 2264.182  41.25   9.47745          3.04705
## 50 Brulport      Changeup 75.67935 1686.359 187.50   3.31059         15.09481
## 51 Brulport     Curveball 69.47694 2295.596 135.00 -13.02682          1.36067
## 52 Brulport      Changeup 82.61391 2080.425  30.00  14.06513          8.19406
## 53 Brulport      Changeup 81.04787 2263.745  18.75  11.10949         14.05946
## 54 Brulport     Curveball 70.33991 2361.228 127.50  -8.34847         -0.14795
## 55 Brulport      Changeup 83.25501 2359.670  18.75  13.09056         18.08221
## 56 Brulport      Changeup 82.44193 2178.062  33.75  17.80206          9.17493
## 57 Brulport      Changeup 81.93888 2170.261  22.50  15.28765         17.34733
## 58 Brulport     Curveball 71.76092 2451.921 135.00  -3.94063          1.84508
## 59 Brulport      Changeup 81.00894 2230.337  18.75  11.95288         18.58277
## 60 Brulport      Changeup 81.14765 2346.518  18.75  13.22843         21.03741
## 61 Brulport      Changeup 80.98104 2150.080  22.50  16.37336         18.81930
## 62 Brulport      Changeup 80.61186 2256.535  22.50  15.19977         15.48147
## 63 Brulport      Changeup 80.69595 2208.091  26.25  15.88473         14.88623
## 64 Brulport      Changeup 74.71049 1526.067  18.75  10.74209         14.53367
## 65 Brulport     Curveball 69.96268 2198.940  48.75  10.64260          0.41980
## 66 Brulport      Changeup 81.74726 1759.919 176.25  -1.73020         13.09552
## 67 Brulport      Changeup 81.68276 1814.603 176.25  -2.76831         16.00784
## 68 Brulport     Curveball 70.63210 2232.009  56.25   6.53429         -0.68693
## 69 Brulport      Changeup 80.67336 1716.025 168.75  -4.60524         12.57591
## 70 Brulport     Curveball 70.34532 2264.182  41.25   9.47745          3.04705
## 71 Brulport      Changeup 75.67935 1686.359 187.50   3.31059         15.09481
## 72 Brulport     Curveball 69.47694 2295.596 135.00 -13.02682          1.36067
## 73 Brulport      Changeup 82.61391 2080.425  30.00  14.06513          8.19406
## 74 Brulport      Changeup 81.04787 2263.745  18.75  11.10949         14.05946
## 75 Brulport     Curveball 70.33991 2361.228 127.50  -8.34847         -0.14795
## 76 Brulport      Changeup 83.25501 2359.670  18.75  13.09056         18.08221
## 77 Brulport      Changeup 82.44193 2178.062  33.75  17.80206          9.17493
## 78 Brulport      Changeup 81.93888 2170.261  22.50  15.28765         17.34733
## 79 Brulport     Curveball 71.76092 2451.921 135.00  -3.94063          1.84508
## 80 Brulport      Changeup 81.00894 2230.337  18.75  11.95288         18.58277
## 81 Brulport      Changeup 81.14765 2346.518  18.75  13.22843         21.03741
## 82 Brulport      Changeup 80.98104 2150.080  22.50  16.37336         18.81930
## 83 Brulport      Changeup 80.61186 2256.535  22.50  15.19977         15.48147
## 84 Brulport      Changeup 80.69595 2208.091  26.25  15.88473         14.88623
## 85 Brulport      Changeup 74.71049 1526.067  18.75  10.74209         14.53367
Brulport_Keene <- x %>%
  filter(BatterTeam == "KEE_SWA", Date =="2023-07-14")%>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_Keene
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1 Brulport      Changeup 81.86022 1804.824 165.00  -6.16929         12.72383
## 2 Brulport     Curveball 72.24548 2278.070  37.50  14.88036          5.45048
## 3 Brulport      Changeup 83.58133 1723.275 172.50  -5.18823         19.60761
## 4 Brulport     Curveball 71.74434 2280.853  41.25  13.03072          4.34890
## 5 Brulport     Curveball 71.90859 2295.210  41.25  14.91280          3.66921
## 6 Brulport      Changeup 84.21202 1762.240 168.75  -6.21040         14.73001
## 7 Brulport      Changeup 82.41308 1699.666 172.50  -5.08933         17.37473
## 8 Brulport     Curveball 71.93962 2368.322  45.00  15.69454          0.97284
Brulport_NOR_ADA <- x %>%
   filter(BatterTeam == "NOR_ADA") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_NOR_ADA
##     Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1  Brulport      Changeup 82.66517 1687.077 157.50 -17.19414         17.01710
## 2  Brulport      Changeup 80.43465 1723.174 168.75  -5.92079         16.96702
## 3  Brulport     Curveball 71.62805 2261.702  56.25   7.42028         -1.71831
## 4  Brulport      Changeup 81.01984 1788.765 172.50  -3.02902         13.25639
## 5  Brulport      Changeup 81.80078 1831.838 172.50  -3.82067         14.73741
## 6  Brulport      Changeup 82.75972 1848.185 165.00  -7.86969         13.05052
## 7  Brulport      Changeup 82.77227 1759.482 165.00  -5.48146         11.75091
## 8  Brulport      Changeup 83.47541 1786.179 161.25  -9.43012         12.92024
## 9  Brulport     Curveball 72.90344 2348.183  26.25  11.27516         10.82371
## 10 Brulport      Changeup 82.58608 1859.699 168.75  -5.75863         14.79780
## 11 Brulport      Changeup 82.59169 1851.969 168.75  -6.94768         19.74052
## 12 Brulport      Changeup 80.79942 1832.614 161.25  -9.26630         12.31284
## 13 Brulport      Changeup 82.23161 1886.500 168.75  -5.52154         16.99202
## 14 Brulport      Changeup 81.81839 1843.436 165.00  -6.83516         12.35961
## 15 Brulport      Changeup 81.26551 1862.634 168.75  -6.54800         14.87351
## 16 Brulport      Changeup 81.06943 1852.696 161.25  -9.48170         14.43198
Brulport_UVAL2 <- x %>%
   filter(BatterTeam == "UPP_VAL", Date == "2023-07-24") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL2
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1 Brulport      Changeup 82.90192 1726.395 176.25  -0.85744         11.22548
## 2 Brulport        Slider 77.76790 1600.992 191.25   3.08500         10.10934
## 3 Brulport     Curveball 71.26854 2277.852  56.25  34.53254        -11.38040
## 4 Brulport     Curveball 72.52259 2323.787  56.25  19.16981         -6.84055
## 5 Brulport        Cutter 83.02833 1947.132 176.25  -2.60343         15.46922
## 6 Brulport      Changeup 77.20910 1516.207 183.75   1.27870         16.71706
## 7 Brulport     Curveball 73.39865 2422.611  56.25  21.52863         -8.33725
Brulport_Sanford <- x %>%
   filter(BatterTeam == "SAN_MAI") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)

regulartable(Brulport_Sanford)%>%
  autofit()

Pitcher

AutoPitchType

RelSpeed

SpinRate

Tilt

HorzBreak

InducedVertBreak

Brulport

Changeup

82.99141

1,741.391

165.00

-8.10713

16.61324

Brulport

Changeup

82.10524

1,601.411

172.50

-3.87362

14.49662

Brulport

Curveball

73.12396

2,293.313

33.75

8.75182

4.63319

Brulport

Curveball

73.53321

2,296.685

41.25

12.04473

2.53811

Brulport

Changeup

82.04149

1,721.718

172.50

-4.01697

15.87206

Brulport

Changeup

76.48327

1,334.978

157.50

-2.77827

4.25709

Brulport

Changeup

80.10144

1,661.652

168.75

-3.37103

8.68315

Brulport

Changeup

79.04678

1,613.057

172.50

-3.73146

14.26745

Brulport

Changeup

80.57717

1,718.728

165.00

-7.31662

15.09351

Brulport

Slider

70.99828

1,393.084

41.25

8.35977

2.93788

Brulport

Changeup

78.79195

1,660.306

180.00

-0.12126

13.53513

Brulport

Changeup

80.76594

1,767.487

168.75

-4.10835

11.91146

Brulport

Changeup

77.74604

1,534.171

157.50

-8.98390

11.44930

Brulport

Changeup

80.65639

1,816.667

165.00

-8.27197

15.43753

Brulport

Curveball

75.77518

1,556.651

78.75

3.15209

-5.39004

Brulport

Changeup

80.67249

1,822.910

161.25

-7.78937

10.91981

Brulport

Changeup

75.67964

1,337.954

135.00

-10.09308

1.12354

Brulport

Changeup

76.15501

1,361.811

153.75

-8.18154

7.65284

Brulport

Changeup

79.66824

1,669.899

172.50

-1.92445

8.14559

Brulport

Changeup

75.54709

1,312.579

168.75

-2.19984

7.92823

Brulport

Changeup

79.59438

1,715.508

180.00

0.30622

11.38615

Brulport

Curveball

70.51150

2,218.733

48.75

6.91461

0.93181

Brulport

Slider

78.61237

1,711.911

183.75

0.72646

9.77969

Brulport

Changeup

79.07305

1,727.223

183.75

0.96047

11.69611

Brulport_UVAL3 <- x %>%
   filter(BatterTeam == "UPP_VAL", Date == "2023-07-30") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL3
##     Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1  Brulport     Curveball 69.96268 2198.940  48.75  10.64260          0.41980
## 2  Brulport      Changeup 81.74726 1759.919 176.25  -1.73020         13.09552
## 3  Brulport      Changeup 81.68276 1814.603 176.25  -2.76831         16.00784
## 4  Brulport     Curveball 70.63210 2232.009  56.25   6.53429         -0.68693
## 5  Brulport      Changeup 80.67336 1716.025 168.75  -4.60524         12.57591
## 6  Brulport     Curveball 70.34532 2264.182  41.25   9.47745          3.04705
## 7  Brulport      Changeup 75.67935 1686.359 187.50   3.31059         15.09481
## 8  Brulport     Curveball 69.47694 2295.596 135.00 -13.02682          1.36067
## 9  Brulport      Changeup 82.61391 2080.425  30.00  14.06513          8.19406
## 10 Brulport      Changeup 81.04787 2263.745  18.75  11.10949         14.05946
## 11 Brulport     Curveball 70.33991 2361.228 127.50  -8.34847         -0.14795
## 12 Brulport      Changeup 83.25501 2359.670  18.75  13.09056         18.08221
## 13 Brulport      Changeup 82.44193 2178.062  33.75  17.80206          9.17493
## 14 Brulport      Changeup 81.93888 2170.261  22.50  15.28765         17.34733
## 15 Brulport     Curveball 71.76092 2451.921 135.00  -3.94063          1.84508
## 16 Brulport      Changeup 81.00894 2230.337  18.75  11.95288         18.58277
## 17 Brulport      Changeup 81.14765 2346.518  18.75  13.22843         21.03741
## 18 Brulport      Changeup 80.98104 2150.080  22.50  16.37336         18.81930
## 19 Brulport      Changeup 80.61186 2256.535  22.50  15.19977         15.48147
## 20 Brulport      Changeup 80.69595 2208.091  26.25  15.88473         14.88623
## 21 Brulport      Changeup 74.71049 1526.067  18.75  10.74209         14.53367
## 22 Brulport     Curveball 69.96268 2198.940  48.75  10.64260          0.41980
## 23 Brulport      Changeup 81.74726 1759.919 176.25  -1.73020         13.09552
## 24 Brulport      Changeup 81.68276 1814.603 176.25  -2.76831         16.00784
## 25 Brulport     Curveball 70.63210 2232.009  56.25   6.53429         -0.68693
## 26 Brulport      Changeup 80.67336 1716.025 168.75  -4.60524         12.57591
## 27 Brulport     Curveball 70.34532 2264.182  41.25   9.47745          3.04705
## 28 Brulport      Changeup 75.67935 1686.359 187.50   3.31059         15.09481
## 29 Brulport     Curveball 69.47694 2295.596 135.00 -13.02682          1.36067
## 30 Brulport      Changeup 82.61391 2080.425  30.00  14.06513          8.19406
## 31 Brulport      Changeup 81.04787 2263.745  18.75  11.10949         14.05946
## 32 Brulport     Curveball 70.33991 2361.228 127.50  -8.34847         -0.14795
## 33 Brulport      Changeup 83.25501 2359.670  18.75  13.09056         18.08221
## 34 Brulport      Changeup 82.44193 2178.062  33.75  17.80206          9.17493
## 35 Brulport      Changeup 81.93888 2170.261  22.50  15.28765         17.34733
## 36 Brulport     Curveball 71.76092 2451.921 135.00  -3.94063          1.84508
## 37 Brulport      Changeup 81.00894 2230.337  18.75  11.95288         18.58277
## 38 Brulport      Changeup 81.14765 2346.518  18.75  13.22843         21.03741
## 39 Brulport      Changeup 80.98104 2150.080  22.50  16.37336         18.81930
## 40 Brulport      Changeup 80.61186 2256.535  22.50  15.19977         15.48147
## 41 Brulport      Changeup 80.69595 2208.091  26.25  15.88473         14.88623
## 42 Brulport      Changeup 74.71049 1526.067  18.75  10.74209         14.53367
## Warning: Removed 10 rows containing missing values (`geom_point()`).