Basic Pitch Stats

Pitcher

Pitch

N

Balls

Strikes

Strike_Percentage

Ball_Percentage

McFall

Changeup

42

20

22

52.38%

47.62%

McFall

Curveball

20

11

9

45.00%

55.00%

McFall

Four-Seam

3

1

2

66.67%

33.33%

McFall

Sinker

18

8

10

55.56%

44.44%

McFall

Slider

4

2

2

50.00%

50.00%

Pitcher

Pitch

N

Balls

Strikes

Velo

Spin Rate

Vert Break

Horizontal Break

Tilt

Strike_Percentage

Ball_Percentage

McFall

Changeup

42

20

22

84.95769

1,800.581

8.576364

11.469795

53.83929

52.38%

47.62%

McFall

Curveball

20

11

9

73.37565

2,169.365

-2.899515

-10.406506

119.25000

45.00%

55.00%

McFall

Four-Seam

3

1

2

86.29421

2,043.008

17.399370

2.120277

122.50000

66.67%

33.33%

McFall

Sinker

18

8

10

88.08660

1,990.484

10.871667

14.905682

36.45833

55.56%

44.44%

McFall

Slider

4

2

2

78.69202

2,074.632

2.754095

-2.508270

126.56250

50.00%

50.00%

McFall_SanfordG1 <- x %>%
   filter(BatterTeam == "SAN_MAI", Date == "2023-06-19") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McFall_SanfordG1
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1   McFall      Changeup 83.85406 1757.861  30.00  18.51347         11.18772
## 2   McFall      Changeup 87.55074 1735.182  26.25  15.02347         11.50414
## 3   McFall      Changeup 86.83620 1867.839  33.75  15.29017          8.71056
## 4   McFall     Curveball 76.44356 2126.497 135.00  -5.96079          1.40173
## 5   McFall     Curveball 76.04616 2105.028 142.50  -6.59870          2.75323
## 6   McFall      Changeup 78.87993 1243.871  45.00  14.01847          0.60181
## 7   McFall      Changeup 86.50554 1799.007  37.50  17.32269          6.07626
## 8   McFall      Changeup 88.10117 1874.710  18.75   9.16796         14.18926
## 9   McFall        Sinker 88.33156 1953.223  30.00  14.93863          9.52044
## 10  McFall        Sinker 88.84589 1981.663  30.00  17.63493         10.33658
## 11  McFall        Sinker 88.36931 1995.537  26.25  16.27493         12.86040
## 12  McFall        Slider 81.56706 2127.046  52.50   1.13319          1.10650
## 13  McFall        Sinker 88.66536 1983.921  33.75  17.19021          8.17296
McFall_OState <- x %>%
   filter(BatterTeam == "OCE_STA6") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McFall_OState
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1   McFall        Slider 76.87043 2140.596 157.50  -2.28036          3.66358
## 2   McFall      Changeup 86.98130 1806.434  37.50  18.57233          5.07638
## 3   McFall      Changeup 87.52605 1890.003  22.50  12.52725         14.61643
## 4   McFall      Changeup 79.95137 1523.877  33.75  17.39635          8.02489
## 5   McFall     Curveball 72.44518 2301.695 120.00 -15.86863         -6.99032
## 6   McFall        Sinker 89.09682 2115.880  22.50  13.44292         13.70635
## 7   McFall        Sinker 88.89854 1989.021  30.00  16.90958         10.39819
## 8   McFall      Changeup 78.57826 1318.828  48.75  16.23792         -0.77201
## 9   McFall     Four-Seam 87.89761 1906.176 191.25   7.00867         17.84702
## 10  McFall        Sinker 87.92855 1889.418  22.50  14.87855         15.21410
## 11  McFall      Changeup 82.58513 1652.490  37.50  20.20737          8.02178
## 12  McFall        Sinker 88.76506 1957.115  33.75  17.23241          9.15134
## 13  McFall     Four-Seam 87.81702 1997.218  15.00  11.46780         19.31840
## 14  McFall      Changeup 88.42980 1879.159  30.00  17.61674         11.36477
## 15  McFall     Curveball 71.99892 2189.660 123.75 -17.56568         -6.29496
## 16  McFall      Changeup 87.76880 1932.585  30.00  19.97848         11.63170
## 17  McFall      Changeup 77.22275 1181.511  45.00  14.86028          2.28000
## 18  McFall     Curveball 76.66545 2022.365 142.50  -7.01993          3.12414
## 19  McFall      Changeup 87.73339 1854.420  30.00  14.99780          8.76473
## 20  McFall      Changeup 87.34321 1768.751  30.00  13.65146          8.60851
## 21  McFall      Changeup 87.85529 1840.748  26.25  12.90201         11.95371
## 22  McFall        Slider 77.62848 2040.284 142.50  -6.33575          3.04457
## 23  McFall      Changeup 87.56463 1863.579  22.50  12.12579         14.34796
## 24  McFall        Slider 78.70211 1990.603 153.75  -2.55016          3.20173
## 25  McFall      Changeup 87.20347 1844.455  37.50  16.44048          4.48670
## 26  McFall      Changeup 87.78008 1836.129  33.75  15.71056          6.99800
## 27  McFall      Changeup 82.30503 2052.701 150.00 -15.63084         10.47225
## 28  McFall      Changeup 83.18043 2015.661 150.00 -11.65516          8.14020
## 29  McFall     Curveball 74.73867 2066.013  45.00   7.10618          2.00386
## 30  McFall     Curveball 73.34507 2112.708  82.50   2.15980         -7.98721
## 31  McFall     Four-Seam 83.16800 2225.631 161.25 -12.11564         15.03269
## 32  McFall        Sinker 84.42237 2282.836 161.25  -7.68996         11.42808
## 33  McFall      Changeup 82.81678 2256.195 161.25  -7.84067         12.85603
## 34  McFall      Changeup 81.94690 1989.108 157.50 -15.03709         17.08481
## 35  McFall      Changeup 82.29003 2143.264 165.00  -8.13406         13.79284
## 36  McFall      Changeup 79.06539 1918.272 146.25 -11.25359          6.41571
## 37  McFall      Changeup 79.26321 2078.009 157.50  -6.73449          8.34973
## 38  McFall     Curveball 73.21958 2092.861  56.25  23.44678         -6.34646
McFall_SanfordG2 <- x %>%
   filter(BatterTeam == "SAN_MAI", Date == "2023-06-25") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McFall_SanfordG2
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1   McFall      Changeup 88.22813 1850.382  41.25  18.52517          4.53536
## 2   McFall      Changeup 88.73767 1899.320  41.25  18.77741          4.61736
## 3   McFall      Changeup 88.84127 1825.112  37.50  16.25241          6.50134
## 4   McFall     Curveball 73.98455 2203.823 120.00 -12.90501         -6.16748
## 5   McFall        Sinker 88.25264 1876.608  33.75  17.84052          8.53709
## 6   McFall        Sinker 88.04741 1933.871  33.75  17.46658          8.65158
## 7   McFall     Curveball 73.92111 2252.302 123.75 -16.42800         -4.92307
## 8   McFall     Curveball 73.81456 2266.410 120.00 -18.49678         -7.88469
## 9   McFall      Changeup 88.90323 1831.386  37.50  17.83210          7.00244
## 10  McFall     Curveball 73.07490 2218.893 116.25 -15.20772         -9.53304
## 11  McFall     Curveball 73.68644 2200.600 123.75 -16.82399         -5.87859
## 12  McFall      Changeup 88.17966 1874.576  30.00  15.05875         10.24115
## 13  McFall        Sinker 88.34962 1975.537  30.00  18.90021         11.27469
## 14  McFall      Changeup 80.55720 1461.295  45.00  18.80966          2.54579
## 15  McFall      Changeup 81.91539 1510.829  45.00  19.35237          0.56894
## 16  McFall      Changeup 80.53007 1473.150  45.00  18.49816          1.38197
## 17  McFall        Sinker 88.55215 1992.203  22.50  15.17213         14.85261
## 18  McFall        Sinker 88.67310 1970.749  30.00  15.41292         11.20997
## 19  McFall        Sinker 87.97227 2056.799  37.50  19.87214          5.30611
## 20  McFall        Sinker 87.39422 1949.617  26.25  14.19800         11.72985
## 21  McFall      Changeup 86.69163 1883.508  30.00  16.08426         11.71016
## 22  McFall      Changeup 87.16327 1887.638  26.25  14.85001         11.12508
## 23  McFall      Changeup 86.74949 1924.449  30.00  15.88505         11.68320
## 24  McFall        Sinker 88.13227 1978.789  26.25  16.06040         12.16619
## 25  McFall        Sinker 86.86164 1945.919  26.25  12.56717         11.17347
## 26  McFall     Curveball 69.65891 2052.379 120.00 -13.21847         -5.66697
McFall_SanfordG3 <- x %>%
   filter(BatterTeam == "SAN_MAI", Date == "2023-06-30") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McFall_SanfordG3
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1   McFall     Curveball 70.75887 2282.410 120.00 -19.80867        -10.03434
## 2   McFall     Curveball 75.15172 2173.227 157.50 -10.90560         11.56997
## 3   McFall     Curveball 69.68171 2293.528 120.00 -20.74844         -9.52197
## 4   McFall      Changeup 86.52267 1732.072  22.50  13.46851         14.12800
## 5   McFall     Curveball 73.33383 2182.030 146.25 -13.22079          7.98520
## 6   McFall      Changeup 86.65351 1833.829  26.25  13.42304         11.26123
## 7   McFall     Curveball 69.96453 2161.065 127.50 -22.04560         -3.05347
## 8   McFall      Changeup 86.29618 1864.988  33.75  15.56560          7.73170
## 9   McFall     Curveball 75.57926 2083.809 142.50  -8.02008          3.45414
## 10  McFall      Changeup 85.13485 1847.211  26.25  13.07375         10.38871
## Warning: Removed 3 rows containing missing values (`geom_point()`).