Basic Pitch Stats

Pitcher

Pitch

N

Balls

Strikes

Strike_Percentage

Ball_Percentage

Borcherding

Changeup

25

14

11

44.00%

56.00%

Borcherding

Curveball

4

2

2

50.00%

50.00%

Borcherding

Four-Seam

9

6

3

33.33%

66.67%

Borcherding

Sinker

13

4

9

69.23%

30.77%

Pitcher

Pitch

N

Balls

Strikes

Velo

Spin Rate

Vert Break

Horizontal Break

Tilt

Strike_Percentage

Ball_Percentage

Borcherding

Changeup

25

14

11

83.07423

1,841.344

12.661062

12.251290

23.70000

44.00%

56.00%

Borcherding

Curveball

4

2

2

73.21170

2,101.504

-0.026555

-7.887512

129.37500

50.00%

50.00%

Borcherding

Four-Seam

9

6

3

87.23510

2,079.312

18.263267

8.886041

93.33333

33.33%

66.67%

Borcherding

Sinker

13

4

9

87.88888

1,995.535

14.621996

13.284655

22.50000

69.23%

30.77%

Borcherding_NOR_ADA <- x %>%
   filter(BatterTeam == "NOR_ADA") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Borcherding_NOR_ADA
##       Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1 Borcherding     Four-Seam 88.03008 2029.142  15.00  11.33906         21.70828
## 2 Borcherding        Sinker 88.04273 2048.248  22.50  13.66217         15.33973
## 3 Borcherding      Changeup 80.39066 1879.689  26.25  14.70765         12.26115
## 4 Borcherding     Four-Seam 86.61318 2162.506  22.50  13.93607         16.96525
## 5 Borcherding      Changeup 86.64870 2024.598  26.25  15.25631         13.45324
## 6 Borcherding     Four-Seam 86.58665 2116.613 187.50   6.03827         21.56080
## 7 Borcherding      Changeup 86.64559 1989.015  18.75  12.01709         15.93851
Borcherding_Sanford <- x %>%
   filter(BatterTeam == "SAN_MAI") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Borcherding_Sanford
##        Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak
## 1  Borcherding     Curveball 73.16871 2238.630 131.25  -7.89764
## 2  Borcherding      Changeup 84.89039 1821.753  22.50  11.02804
## 3  Borcherding     Four-Seam 87.92064 2024.767  15.00  11.19788
## 4  Borcherding        Sinker 88.39965 2031.174  22.50  15.45532
## 5  Borcherding        Sinker 88.37841 2002.390  22.50  15.66379
## 6  Borcherding        Sinker 88.14182 1989.042  22.50  15.37304
## 7  Borcherding        Sinker 88.11447 1994.691  22.50  11.97768
## 8  Borcherding        Sinker 87.47128 1942.465  26.25  12.97698
## 9  Borcherding     Curveball 76.69335 2119.597 138.75  -6.20075
## 10 Borcherding      Changeup 85.70845 1916.087  26.25  13.15261
## 11 Borcherding     Four-Seam 84.97783 2070.449 191.25   4.80670
## 12 Borcherding     Four-Seam 87.95115 2142.333 187.50   5.60937
## 13 Borcherding        Sinker 87.58731 2066.308  22.50  11.81347
## 14 Borcherding     Four-Seam 87.46698 2039.686  15.00   9.16705
## 15 Borcherding     Four-Seam 87.42807 2093.583 191.25   7.13307
## 16 Borcherding      Changeup 80.69342 1588.321  33.75  11.77796
## 17 Borcherding        Sinker 88.07318 1941.781  22.50  13.22331
## 18 Borcherding      Changeup 80.03033 1777.635  33.75  11.62520
## 19 Borcherding      Changeup 85.68535 1967.258  18.75  10.36036
## 20 Borcherding      Changeup 79.58899 1812.071  22.50  14.74489
## 21 Borcherding      Changeup 85.02373 1976.370  18.75  11.30725
## 22 Borcherding      Changeup 78.13224 1509.639  37.50  12.95851
## 23 Borcherding      Changeup 78.09330 1676.534  30.00  15.79359
## 24 Borcherding        Sinker 86.20502 2044.428  22.50  13.76768
## 25 Borcherding      Changeup 87.06095 1913.510  18.75  12.09119
## 26 Borcherding      Changeup 86.07848 2008.878  22.50  12.59367
## 27 Borcherding      Changeup 80.93780 1833.116  26.25  16.87678
## 28 Borcherding      Changeup 84.92153 1980.767  22.50  11.17686
## 29 Borcherding      Changeup 86.54112 1943.548  22.50  12.74883
## 30 Borcherding      Changeup 80.85113 1847.865  26.25  15.49737
## 31 Borcherding        Sinker 87.64210 2087.120  22.50  13.24591
## 32 Borcherding        Sinker 88.64263 1995.233  22.50  13.26591
## 33 Borcherding     Four-Seam 88.14128 2034.728  15.00  10.74690
## 34 Borcherding        Sinker 87.63814 1898.114  18.75  10.84119
## 35 Borcherding      Changeup 87.10925 1801.061  18.75   9.69351
## 36 Borcherding        Sinker 88.21876 1900.961  22.50  11.43406
## 37 Borcherding      Changeup 86.94499 1864.213  18.75  11.69757
## 38 Borcherding      Changeup 87.41053 1677.411  18.75  10.26753
##    InducedVertBreak
## 1           1.18890
## 2          11.96016
## 3          18.64970
## 4          17.71780
## 5          15.16993
## 6          16.70698
## 7          13.40694
## 8          10.09075
## 9           2.41394
## 10         11.23323
## 11         13.33371
## 12         18.97403
## 13         13.47894
## 14         16.00627
## 15         19.29285
## 16          6.37445
## 17         15.29292
## 18          5.65071
## 19         15.16103
## 20         14.43150
## 21         15.10654
## 22          4.72988
## 23         10.82308
## 24         14.61922
## 25         14.99930
## 26         13.97891
## 27         13.50808
## 28         12.91245
## 29         15.39339
## 30         14.91450
## 31         15.49068
## 32         16.14847
## 33         17.87851
## 34         13.73705
## 35         13.93095
## 36         12.88654
## 37         16.15698
## 38         12.94902
Borcherding_UPP <- x %>%
   filter(BatterTeam == "UPP_VAL") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Borcherding_UPP
##       Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1 Borcherding      Changeup 79.36868 1837.435  22.50  10.16792         12.07347
## 2 Borcherding      Changeup 79.36577 1774.692  18.75   9.28682         13.25627
## 3 Borcherding     Curveball 71.49238 2023.894 123.75  -8.72583         -1.85453
## 4 Borcherding      Changeup 79.36868 1837.435  22.50  10.16792         12.07347
## 5 Borcherding      Changeup 79.36577 1774.692  18.75   9.28682         13.25627
## 6 Borcherding     Curveball 71.49238 2023.894 123.75  -8.72583         -1.85453
## Warning: Removed 10 rows containing missing values (`geom_point()`).