Basic Pitch Stats

Pitcher

Pitch

N

Balls

Strikes

Strike_Percentage

Ball_Percentage

Walker

Changeup

17

4

13

76.47%

23.53%

Walker

Curveball

26

14

12

46.15%

53.85%

Walker

Cutter

1

0

1

100.00%

0.00%

Walker

Four-Seam

111

51

60

54.05%

45.95%

Walker

Sinker

13

6

7

53.85%

46.15%

Walker

Slider

13

5

8

61.54%

38.46%

Pitcher

Pitch

N

Balls

Strikes

Velo

Spin Rate

Vert Break

Horizontal Break

Tilt

Strike_Percentage

Ball_Percentage

Walker

Changeup

17

4

13

85.07353

1,938.338

14.655134

-3.21204176

111.39706

76.47%

23.53%

Walker

Curveball

26

14

12

76.35293

2,794.411

-8.539677

14.32687462

62.88462

46.15%

53.85%

Walker

Cutter

1

0

1

84.35977

2,154.324

11.906230

3.49390000

187.50000

100.00%

0.00%

Walker

Four-Seam

111

51

60

90.42314

2,105.683

19.835108

-0.04168261

143.37838

54.05%

45.95%

Walker

Sinker

13

6

7

88.50738

2,063.245

17.664471

2.42447615

85.38462

53.85%

46.15%

Walker

Slider

13

5

8

82.78614

2,127.616

10.292569

-0.82075154

164.13462

61.54%

38.46%

Walker_Bristol <- x %>%
   filter(BatterTeam == "BRI_B") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Walker_Bristol)%>%
  autofit()

Pitcher

AutoPitchType

RelSpeed

SpinRate

Tilt

HorzBreak

InducedVertBreak

Walker

Four-Seam

89.94515

2,077.819

168.75

-7.53619

16.57296

Walker

Changeup

84.30940

1,949.412

157.50

-13.96454

15.79584

Walker

Four-Seam

89.95303

2,058.151

176.25

-3.92166

21.61186

Walker

Four-Seam

89.28166

2,104.909

176.25

-1.56744

23.17623

Walker

Changeup

82.63611

1,896.014

153.75

-16.14997

12.45083

Walker

Four-Seam

89.41931

2,055.843

172.50

-4.89170

22.74277

Walker

Curveball

75.45872

2,751.361

78.75

7.49863

-14.00733

Walker

Curveball

75.45882

2,753.458

60.00

13.48583

-5.41693

Walker

Changeup

82.61365

2,037.885

168.75

-8.20685

18.61643

Walker

Curveball

75.60248

2,759.906

52.50

30.32269

-5.68142

Walker

Four-Seam

88.64139

2,078.437

172.50

-4.05044

16.11851

Walker

Four-Seam

89.00963

2,068.150

183.75

2.58634

21.43627

Walker

Sinker

88.37655

1,918.371

161.25

-19.62056

27.99828

Walker

Four-Seam

88.09870

1,985.346

172.50

-4.54583

20.95206

Walker

Four-Seam

88.10698

2,007.951

172.50

-5.07386

20.64111

Walker

Curveball

74.71259

2,715.436

56.25

15.73985

-4.43240

Walker

Four-Seam

88.25515

1,981.691

172.50

-4.43914

20.50651

Walker

Four-Seam

87.95935

1,981.728

168.75

-8.93532

20.19950

Walker

Four-Seam

89.41345

2,038.928

176.25

-2.08327

21.72918

Walker

Four-Seam

88.60420

1,943.014

172.50

-4.50591

20.48210

Walker

Four-Seam

88.56762

1,977.505

176.25

-1.25024

19.47395

Walker

Sinker

88.72260

2,001.780

165.00

-12.43725

22.24210

Walker

Four-Seam

88.30230

2,029.676

172.50

-5.31587

18.46269

Walker

Four-Seam

87.72388

1,998.131

168.75

-7.87571

21.42848

Walker_UValley <- x %>%
   filter(BatterTeam == "UPP_VAL", Date== "2023-06-23") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Walker_UValley)%>%
  autofit()

Pitcher

AutoPitchType

RelSpeed

SpinRate

Tilt

HorzBreak

InducedVertBreak

Walker

Curveball

74.86018

2,898.424

60.00

19.61521

-8.65477

Walker

Four-Seam

89.60927

2,139.581

180.00

0.59106

24.22379

Walker

Four-Seam

88.93131

1,979.562

172.50

-4.99264

23.53993

Walker

Four-Seam

89.95051

1,999.868

168.75

-7.09922

21.81052

Walker

Four-Seam

89.72404

2,060.260

180.00

-1.04323

21.76403

Walker

Four-Seam

88.43745

1,975.985

172.50

-5.76177

24.35541

Walker

Curveball

75.60302

2,681.450

60.00

11.85646

-5.37319

Walker

Four-Seam

91.01229

2,094.187

180.00

0.69646

20.92119

Walker

Four-Seam

89.48307

2,053.250

172.50

-4.82740

21.58253

Walker

Four-Seam

89.32869

1,988.570

168.75

-8.25410

22.31623

Walker

Four-Seam

90.65356

2,070.862

176.25

-2.82343

22.54828

Walker

Four-Seam

89.67250

2,034.324

168.75

-7.54359

22.84978

Walker

Curveball

77.13308

2,843.079

67.50

12.15028

-11.79934

Walker

Four-Seam

89.35541

2,080.530

172.50

-5.03433

20.27351

Walker

Four-Seam

89.51117

2,105.348

176.25

-4.30740

24.53344

Walker

Changeup

83.59237

1,971.997

161.25

-15.48028

23.29741

Walker

Changeup

84.11490

1,957.594

165.00

-10.90371

20.73182

Walker

Four-Seam

89.31922

2,155.939

172.50

-5.29185

23.66489

Walker

Four-Seam

89.73295

2,147.731

176.25

-2.95390

25.41509

Walker

Four-Seam

88.48758

2,102.615

180.00

-1.42898

24.25072

Walker_North_Shore <- x %>%
   filter(BatterTeam == "NSH_N") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Walker_North_Shore)%>%
  autofit()

Pitcher

AutoPitchType

RelSpeed

SpinRate

Tilt

HorzBreak

InducedVertBreak

Walker

Four-Seam

90.29106

2,057.840

176.25

-2.66228

16.85273

Walker

Four-Seam

90.32886

2,108.291

180.00

1.19535

21.66328

Walker

Four-Seam

90.13942

2,077.995

180.00

-0.78264

22.45985

Walker

Four-Seam

90.93319

2,059.580

165.00

-10.29607

17.69355

Walker

Four-Seam

89.89415

2,014.044

168.75

-7.53292

17.99658

Walker

Four-Seam

89.70061

2,046.918

172.50

-5.75839

19.47477

Walker

Four-Seam

92.00671

2,155.122

168.75

-6.19977

17.67654

Walker

Four-Seam

89.61123

2,067.138

168.75

-7.49008

17.18611

Walker

Four-Seam

89.45033

2,108.306

176.25

-2.44807

14.53146

Walker

Four-Seam

90.21668

2,079.641

172.50

-2.48902

13.02135

Walker

Four-Seam

90.06714

2,074.269

168.75

-8.36292

18.07946

Walker

Curveball

78.15616

2,717.266

56.25

15.10213

-4.31906

Walker

Four-Seam

89.98182

2,028.976

172.50

-5.55359

22.28324

Walker

Four-Seam

91.08054

2,064.875

172.50

-6.20595

22.25556

Walker

Four-Seam

91.15990

2,125.065

172.50

-6.30866

19.99438

Walker

Changeup

85.63377

2,025.729

157.50

-13.33835

15.78481

Walker

Four-Seam

91.12279

2,016.203

180.00

-0.80902

19.36076

Walker

Four-Seam

91.48347

2,076.533

180.00

0.18441

16.62170

Walker

Four-Seam

91.57678

2,085.916

176.25

-3.13382

19.51206

Walker

Four-Seam

90.62611

2,004.765

172.50

-4.26929

17.57690

Walker

Four-Seam

90.82666

2,112.960

176.25

-3.04354

20.03828

Walker

Four-Seam

91.61018

2,149.394

176.25

-2.91536

18.26718

Walker

Four-Seam

90.33288

2,051.617

176.25

-1.26370

19.39635

Walker

Four-Seam

90.73013

2,098.745

172.50

-4.11638

19.57899

Walker

Changeup

85.20627

1,958.119

153.75

-12.07209

9.86445

Walker

Four-Seam

90.36087

2,079.692

176.25

-1.72760

15.47647

Walker

Four-Seam

91.04927

2,136.278

176.25

-2.08630

18.20721

Walker

Four-Seam

90.55144

2,101.326

176.25

-1.35866

18.80328

Walker

Sinker

86.20502

1,987.720

153.75

-14.48599

11.46587

Walker

Four-Seam

90.58993

2,059.427

176.25

-2.27599

20.84017

Walker

Four-Seam

91.85930

2,109.835

180.00

-0.96083

21.12611

Walker_UValley2 <- x %>%
   filter(BatterTeam == "UPP_VAL", Date == "2023-07-03") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Walker_UValley2)%>%
  autofit()

Pitcher

AutoPitchType

RelSpeed

SpinRate

Tilt

HorzBreak

InducedVertBreak

Walker

Changeup

84.45334

2,000.130

157.50

-14.14883

14.79375

Walker

Sinker

86.05869

2,003.361

157.50

-15.82706

15.90690

Walker

Four-Seam

90.18079

2,085.091

172.50

-5.22595

21.21344

Walker

Changeup

85.57561

1,970.187

157.50

-12.85898

14.89654

Walker

Curveball

76.96254

2,843.592

67.50

11.13012

-8.08808

Walker

Four-Seam

89.85253

2,120.840

176.25

-1.65370

21.49226

Walker

Four-Seam

86.13789

1,962.225

161.25

-12.43898

17.40450

Walker

Four-Seam

90.77506

2,131.145

172.50

-4.54882

22.95273

Walker

Sinker

86.11259

1,985.136

157.50

-14.10300

15.75123

Walker

Four-Seam

90.28894

2,102.121

172.50

-4.93929

23.81615

Walker

Curveball

74.50401

2,742.936

60.00

13.52217

-6.92941

Walker

Four-Seam

89.30251

2,036.317

172.50

-4.73036

21.16867

Walker

Curveball

75.68090

2,821.408

60.00

12.99572

-6.06555

Walker

Four-Seam

91.42901

2,136.900

172.50

-4.69390

23.46497

Walker

Four-Seam

90.23698

2,108.188

172.50

-6.12500

22.46100

Walker

Curveball

76.54375

2,792.746

56.25

13.06926

-2.85181

Walker

Four-Seam

91.30055

2,175.347

176.25

-3.46811

22.60548

Walker

Curveball

78.11617

2,783.494

48.75

12.34489

-0.03378

Walker_ValleyBlueSox <- x %>%
   filter(BatterTeam == "VAL_BLU") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Walker_ValleyBlueSox
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1   Walker     Four-Seam 88.99455 2143.895 172.50  -3.49276         17.36871
## 2   Walker     Curveball 74.78194 2860.851  63.75  15.76698        -11.61134
## 3   Walker      Changeup 85.52586 1775.215 153.75 -15.35272         12.30264
## 4   Walker     Four-Seam 91.66997 2165.418 180.00   0.86874         16.88568
## 5   Walker     Four-Seam 89.90248 2076.688 172.50  -4.57807         17.19320
## 6   Walker     Curveball 77.38183 2809.608  67.50  15.52961        -12.65469
## 7   Walker     Four-Seam 91.52384 2041.380 168.75  -5.10425         15.56418
## 8   Walker     Four-Seam 90.76084 2144.252 168.75  -5.46599         16.63056
## 9   Walker     Curveball 77.80342 2860.736  63.75  13.00556         -8.49343
## 10  Walker      Changeup 85.52623 1778.196 153.75 -15.36347         12.33272
## 11  Walker     Four-Seam 90.85402 2120.108 180.00  -0.68248         16.19509
## 12  Walker     Curveball 76.67206 2829.761  67.50  12.72493        -12.44367
## 13  Walker     Four-Seam 90.40190 2088.730 172.50  -4.34918         16.21497
## 14  Walker     Four-Seam 85.16652 1921.358 161.25 -10.25776         16.54729
## 15  Walker     Curveball 76.42305 2749.131  67.50  14.03221        -12.15583
## 16  Walker     Four-Seam 92.32686 2097.568 183.75   1.61299         17.97521
## 17  Walker     Four-Seam 89.06509 2038.312 172.50  -3.16260         15.72611
## 18  Walker     Curveball 74.89443 2836.918  71.25  10.34855        -10.85040
## 19  Walker     Four-Seam 89.28470 2030.667 168.75  -7.14272         17.87084
## 20  Walker     Four-Seam 89.41865 2034.202 168.75  -5.81937         17.20040
## 21  Walker     Four-Seam 90.34761 2057.058 172.50  -3.73374         18.63564
## 22  Walker     Curveball 77.72770 2673.448  60.00  15.01619         -8.15170
## 23  Walker     Four-Seam 89.98142 2073.735 176.25  -2.18894         16.87076
## 24  Walker     Curveball 76.87253 2734.407  63.75  15.97560         -9.30048
## 25  Walker     Four-Seam 90.67456 1949.647 180.00   0.43236         16.37288
## 26  Walker     Curveball 76.81890 2855.656  63.75  15.65225        -11.57410
## 27  Walker     Four-Seam 90.81235 2057.953 176.25  -1.49189         10.59402
## 28  Walker     Curveball 76.69571 2930.937  67.50  15.49548        -13.02757
## 29  Walker     Four-Seam 90.91234 2079.329 180.00   0.24264         16.65536
## 30  Walker     Four-Seam 92.14748 2167.200 176.25  -1.12776         14.99627
## 31  Walker     Curveball 77.09255 2753.682  60.00  15.09076         -8.16835
## 32  Walker     Curveball 75.15008 2780.635  67.50  11.87060         -9.36965
## 33  Walker     Curveball 78.06960 2874.347  67.50  13.15678        -10.57733
## 34  Walker     Four-Seam 90.60554 2107.756 183.75   1.21087         15.54926
## 35  Walker     Four-Seam 91.42990 2106.800 180.00  -0.63390         16.00560
## 36  Walker        Sinker 87.07024 1911.914 153.75 -14.09044         13.50678
## 37  Walker     Four-Seam 90.95736 2072.493 176.25  -2.64299         17.10757
## 38  Walker     Four-Seam 90.93043 2106.102 180.00  -0.82047         16.28997
## Warning: Removed 4 rows containing missing values (`geom_point()`).

x %>%
  ggplot() +
  geom_point(aes(x=HorzBreak, y=InducedVertBreak, color = AutoPitchType, size = 1))+
  xlim(-25, 25) +
  ylim(-25, 25) 
## Warning: Removed 3 rows containing missing values (`geom_point()`).