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()`).