McAulliffe_2023
2023-06-09
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Mcauliffe | Changeup | 1 | 0 | 1 | 100.00% | 0.00% |
Mcauliffe | Curveball | 31 | 13 | 18 | 58.06% | 41.94% |
Mcauliffe | Four-Seam | 85 | 30 | 55 | 64.71% | 35.29% |
Mcauliffe | Sinker | 2 | 0 | 2 | 100.00% | 0.00% |
Mcauliffe | Slider | 40 | 20 | 20 | 50.00% | 50.00% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Mcauliffe | Changeup | 1 | 0 | 1 | 86.59990 | 2,280.638 | 8.6246900 | 16.755840 | 33.7500 | 100.00% | 0.00% |
Mcauliffe | Curveball | 31 | 13 | 18 | 79.28289 | 2,624.434 | -6.4476368 | -13.757217 | 120.0000 | 58.06% | 41.94% |
Mcauliffe | Four-Seam | 85 | 30 | 55 | 89.49339 | 2,212.781 | 18.6011773 | 6.292483 | 137.1176 | 64.71% | 35.29% |
Mcauliffe | Sinker | 2 | 0 | 2 | 88.52234 | 2,126.595 | 12.1897700 | 11.527410 | 22.5000 | 100.00% | 0.00% |
Mcauliffe | Slider | 40 | 20 | 20 | 80.68001 | 2,628.905 | -0.6641775 | -13.018132 | 130.3125 | 50.00% | 50.00% |
McAulliffe_Mystic <- x %>%
filter(BatterTeam == "MYS_SCH") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McAulliffe_Mystic## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Mcauliffe Four-Seam 89.22554 2234.340 15.00 9.03339 16.30060
## 2 Mcauliffe Slider 80.75388 2739.505 123.75 -12.17091 -3.01040
## 3 Mcauliffe Curveball 82.51573 2768.729 123.75 -11.86339 -4.40859
## 4 Mcauliffe Curveball 81.85883 2847.324 120.00 -11.88509 -6.12473
## 5 Mcauliffe Four-Seam 89.34780 2230.221 183.75 2.56894 17.07347
## 6 Mcauliffe Four-Seam 90.77193 2281.403 191.25 7.93485 19.25080
## 7 Mcauliffe Curveball 81.82430 2715.436 123.75 -15.16410 -5.51091
## 8 Mcauliffe Four-Seam 89.78695 2276.822 183.75 2.38532 14.51280
## 9 Mcauliffe Four-Seam 89.88504 2315.824 187.50 5.90788 19.39477
## 10 Mcauliffe Slider 82.54056 2820.959 123.75 -15.15635 -4.22933
## 11 Mcauliffe Curveball 80.95544 2707.164 123.75 -14.85761 -5.79422
## 12 Mcauliffe Four-Seam 89.27124 2253.366 191.25 6.98048 15.81269
## 13 Mcauliffe Four-Seam 88.70658 2269.911 15.00 7.64591 13.86162
## 14 Mcauliffe Four-Seam 89.12396 2215.030 191.25 6.11532 17.02304
## 15 Mcauliffe Four-Seam 89.77686 2222.436 15.00 9.26906 16.32111
## 16 Mcauliffe Slider 80.89460 2576.319 127.50 -14.79812 -2.16205
## 17 Mcauliffe Curveball 78.24202 2610.243 108.75 -11.77540 -12.54016
## 18 Mcauliffe Four-Seam 89.74395 2267.849 183.75 1.91728 17.29182
## 19 Mcauliffe Curveball 80.74811 2697.175 116.25 -12.69292 -7.42630McAulliffe_UValley <- x %>%
filter(BatterTeam == "UPP_VAL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McAulliffe_UValley## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Mcauliffe Slider 79.87541 2472.568 142.50 -16.11658 6.07752
## 2 Mcauliffe Four-Seam 90.35591 2127.673 191.25 6.59374 18.73710
## 3 Mcauliffe Slider 80.32962 2714.853 135.00 -14.60599 1.05307
## 4 Mcauliffe Four-Seam 91.47966 2248.892 180.00 0.34732 21.70859
## 5 Mcauliffe Slider 82.94043 2738.157 127.50 -11.65749 -0.92158
## 6 Mcauliffe Slider 81.27315 2578.560 135.00 -15.24485 2.59437
## 7 Mcauliffe Four-Seam 90.65633 2287.662 187.50 5.94252 20.87560
## 8 Mcauliffe Four-Seam 91.20319 2255.696 187.50 4.30441 21.95446
## 9 Mcauliffe Slider 78.87987 2387.918 127.50 -13.85914 -1.04067
## 10 Mcauliffe Four-Seam 90.63682 2135.412 191.25 7.73453 18.20296
## 11 Mcauliffe Slider 79.77635 2570.889 123.75 -13.46572 -3.18973
## 12 Mcauliffe Four-Seam 89.96714 2205.369 183.75 3.19173 22.25608
## 13 Mcauliffe Slider 81.18190 2585.927 138.75 -12.54804 3.66736
## 14 Mcauliffe Four-Seam 90.24478 2184.922 187.50 4.09898 19.16005
## 15 Mcauliffe Four-Seam 90.01813 2324.397 180.00 -0.98847 22.38844
## 16 Mcauliffe Four-Seam 89.71996 2252.012 187.50 5.23768 20.97887
## 17 Mcauliffe Slider 80.98432 2625.053 127.50 -14.96131 -2.45240
## 18 Mcauliffe Slider 80.27723 2697.250 123.75 -11.53820 -2.99362
## 19 Mcauliffe Four-Seam 89.94959 2179.408 183.75 3.01902 22.71379
## 20 Mcauliffe Curveball 80.58841 2749.044 120.00 -11.64634 -4.25327
## 21 Mcauliffe Slider 79.81610 2669.965 123.75 -10.13331 -2.08559
## 22 Mcauliffe Four-Seam 91.29871 2308.807 183.75 2.16441 21.71324
## 23 Mcauliffe Four-Seam 89.86108 2209.327 187.50 4.71173 18.67970
## 24 Mcauliffe Slider 79.19518 2649.214 131.25 -9.76894 0.22039
## 25 Mcauliffe Four-Seam 88.84722 2191.811 180.00 1.26917 24.22584
## 26 Mcauliffe Curveball 79.33674 2664.082 116.25 -14.47603 -8.44453
## 27 Mcauliffe Slider 80.88475 2676.102 127.50 -12.85894 -2.44016
## 28 Mcauliffe Slider 82.17674 2688.812 131.25 -15.36473 -0.22882
## 29 Mcauliffe Curveball 80.70557 2693.494 116.25 -13.16209 -9.74749
## 30 Mcauliffe Curveball 78.60697 2719.310 116.25 -10.61965 -6.61154
## 31 Mcauliffe Slider 80.63889 2710.225 142.50 -8.18630 4.24418
## 32 Mcauliffe Slider 80.11233 2664.494 146.25 -5.09122 3.64677
## 33 Mcauliffe Four-Seam 90.34105 2328.091 15.00 12.36997 22.54529
## 34 Mcauliffe Four-Seam 90.04152 2277.347 187.50 4.62992 23.67438
## 35 Mcauliffe Four-Seam 90.76707 2292.828 183.75 4.27008 24.37430
## 36 Mcauliffe Slider 79.34339 2581.351 131.25 -15.39001 -0.33516
## 37 Mcauliffe Four-Seam 90.07889 2368.237 15.00 10.51827 21.70312
## 38 Mcauliffe Four-Seam 90.90127 2321.360 191.25 7.45678 22.00686
## 39 Mcauliffe Slider 79.96840 2489.594 131.25 -10.79390 -0.37012
## 40 Mcauliffe Slider 80.70454 2669.872 127.50 -13.86918 -2.79847
## 41 Mcauliffe Slider 80.73496 2546.358 131.25 -14.88402 -1.36394
## 42 Mcauliffe Four-Seam 90.07114 2257.357 15.00 10.09839 21.24135
## 43 Mcauliffe Slider 80.14915 2687.014 123.75 -11.46339 -2.55232
## 44 Mcauliffe Slider 80.70933 2640.796 142.50 -12.88741 5.00870
## 45 Mcauliffe Four-Seam 88.82171 2289.918 187.50 7.10622 23.04737
## 46 Mcauliffe Four-Seam 89.85351 2299.392 187.50 7.46977 25.66308
## 47 Mcauliffe Slider 80.08122 2580.344 127.50 -10.32835 -0.68366
## 48 Mcauliffe Four-Seam 88.63379 2338.792 15.00 10.34969 19.68229
## 49 Mcauliffe Slider 79.98801 2644.958 135.00 -13.75249 0.78236
## 50 Mcauliffe Four-Seam 89.67052 2310.090 15.00 10.79989 18.10076
## 51 Mcauliffe Changeup 86.59990 2280.638 33.75 16.75584 8.62469
## 52 Mcauliffe Four-Seam 86.29032 2229.103 26.25 11.97178 11.63280
## 53 Mcauliffe Slider 77.85765 2587.633 142.50 -8.38158 4.04394
## 54 Mcauliffe Curveball 76.29346 2497.711 135.00 -10.60107 2.17177
## 55 Mcauliffe Curveball 76.29788 2422.044 123.75 -11.79099 -2.08327
## 56 Mcauliffe Four-Seam 86.65417 2289.426 187.50 5.00555 19.90190
## 57 Mcauliffe Curveball 78.71030 2508.554 123.75 -11.84469 -3.45209
## 58 Mcauliffe Four-Seam 88.26424 2141.881 191.25 8.75678 22.36068McAulliffe_Keene <- x %>%
filter(BatterTeam == "KEE_SWA")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McAulliffe_Keene## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Mcauliffe Slider 79.03511 2553.789 127.50 -12.74194 -1.83480
## 2 Mcauliffe Four-Seam 90.13149 2263.219 180.00 0.65469 18.92292
## 3 Mcauliffe Slider 80.50026 2621.818 131.25 -15.18650 -1.32724
## 4 Mcauliffe Slider 82.51819 2539.515 120.00 -6.68985 -2.36949
## 5 Mcauliffe Four-Seam 91.57378 2285.130 183.75 2.80520 19.02611
## 6 Mcauliffe Curveball 81.92513 2649.136 116.25 -10.27276 -6.08949
## 7 Mcauliffe Four-Seam 90.51246 2222.501 187.50 3.90032 17.67347
## 8 Mcauliffe Four-Seam 88.87971 2238.072 187.50 5.38280 18.50674
## 9 Mcauliffe Four-Seam 91.88440 2237.312 183.75 1.11185 15.71969
## 10 Mcauliffe Four-Seam 89.59189 2257.881 187.50 4.19067 17.85851
## 11 Mcauliffe Slider 80.37036 2671.207 127.50 -11.69591 -0.96429
## 12 Mcauliffe Four-Seam 90.55022 2284.537 191.25 5.54193 15.51804
## 13 Mcauliffe Four-Seam 91.68724 2176.328 187.50 4.13815 15.79154
## 14 Mcauliffe Four-Seam 89.47451 2181.182 191.25 6.78229 17.25729
## 15 Mcauliffe Slider 83.66442 2748.554 131.25 -14.19796 -0.97976
## 16 Mcauliffe Four-Seam 90.14853 2207.824 187.50 4.45028 21.10352
## 17 Mcauliffe Four-Seam 89.75985 2230.498 191.25 8.52217 18.49702
## 18 Mcauliffe Slider 80.00070 2601.046 131.25 -17.65505 -1.23524
## 19 Mcauliffe Curveball 79.99663 2621.955 120.00 -15.61147 -6.76367
## 20 Mcauliffe Curveball 78.24096 2468.971 123.75 -15.39761 -5.40666
## 21 Mcauliffe Four-Seam 88.28787 2255.797 15.00 9.39646 16.83521
## 22 Mcauliffe Curveball 79.20615 2633.353 123.75 -18.43639 -5.49788
## 23 Mcauliffe Slider 79.78731 2498.421 127.50 -17.41548 -3.00984
## 24 Mcauliffe Four-Seam 87.84770 2157.495 15.00 8.09859 16.08399
## 25 Mcauliffe Curveball 79.06423 2513.146 127.50 -16.30320 -3.47441
## 26 Mcauliffe Curveball 78.97709 2557.102 123.75 -12.70670 -3.64484McAulliffe_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
McAulliffe_Sanford## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Mcauliffe Four-Seam 90.70412 2106.801 183.75 1.88665 20.31131
## 2 Mcauliffe Slider 81.43615 2568.815 127.50 -10.75280 -1.34996
## 3 Mcauliffe Slider 82.67740 2795.272 127.50 -17.43076 -3.49437
## 4 Mcauliffe Curveball 81.05075 2714.387 116.25 -13.78261 -9.40579
## 5 Mcauliffe Four-Seam 90.57256 2207.372 187.50 5.02859 19.94438
## 6 Mcauliffe Four-Seam 89.94942 2167.684 183.75 3.56173 20.83623
## 7 Mcauliffe Slider 80.51459 2599.488 127.50 -14.74950 -1.81921
## 8 Mcauliffe Four-Seam 90.56310 2195.133 18.75 11.90583 17.48225
## 9 Mcauliffe Four-Seam 89.17775 2178.547 15.00 9.50599 18.70170
## 10 Mcauliffe Four-Seam 89.55397 2185.671 191.25 8.56241 19.07521
## 11 Mcauliffe Four-Seam 89.63629 2129.520 18.75 12.69875 17.28914
## 12 Mcauliffe Four-Seam 89.64440 2215.065 187.50 6.45989 21.98505
## 13 Mcauliffe Four-Seam 88.99270 2150.686 18.75 9.56804 14.53316
## 14 Mcauliffe Four-Seam 88.30569 2164.082 18.75 8.10619 12.20268
## 15 Mcauliffe Four-Seam 88.44250 2131.314 18.75 9.83752 13.50099
## 16 Mcauliffe Four-Seam 88.35609 2116.103 191.25 6.19095 17.84906
## 17 Mcauliffe Four-Seam 89.23844 2091.003 183.75 2.64701 19.74718
## 18 Mcauliffe Curveball 78.87055 2502.829 120.00 -12.10012 -5.03611
## 19 Mcauliffe Four-Seam 88.35734 2265.162 191.25 7.55189 19.32477
## 20 Mcauliffe Four-Seam 88.02897 2107.178 183.75 2.23394 19.14560
## 21 Mcauliffe Four-Seam 87.96564 2172.048 15.00 8.14949 15.15950
## 22 Mcauliffe Curveball 78.26418 2547.118 116.25 -17.95324 -11.25036
## 23 Mcauliffe Curveball 78.29634 2642.582 116.25 -14.01300 -8.63264
## 24 Mcauliffe Four-Seam 87.76495 2182.461 191.25 6.97701 15.99847
## 25 Mcauliffe Four-Seam 87.91670 2167.264 191.25 4.97681 14.88052
## 26 Mcauliffe Sinker 88.52234 2126.595 22.50 11.52741 12.18977
## 27 Mcauliffe Curveball 77.97947 2656.279 123.75 -15.59064 -4.80347
## 28 Mcauliffe Curveball 77.37654 2593.546 116.25 -14.24351 -8.25886
## 29 Mcauliffe Four-Seam 90.70412 2106.801 183.75 1.88665 20.31131
## 30 Mcauliffe Slider 81.43615 2568.815 127.50 -10.75280 -1.34996
## 31 Mcauliffe Slider 82.67740 2795.272 127.50 -17.43076 -3.49437
## 32 Mcauliffe Curveball 81.05075 2714.387 116.25 -13.78261 -9.40579
## 33 Mcauliffe Four-Seam 90.57256 2207.372 187.50 5.02859 19.94438
## 34 Mcauliffe Four-Seam 89.94942 2167.684 183.75 3.56173 20.83623
## 35 Mcauliffe Slider 80.51459 2599.488 127.50 -14.74950 -1.81921
## 36 Mcauliffe Four-Seam 90.56310 2195.133 18.75 11.90583 17.48225
## 37 Mcauliffe Four-Seam 89.17775 2178.547 15.00 9.50599 18.70170
## 38 Mcauliffe Four-Seam 89.55397 2185.671 191.25 8.56241 19.07521
## 39 Mcauliffe Four-Seam 89.63629 2129.520 18.75 12.69875 17.28914
## 40 Mcauliffe Four-Seam 89.64440 2215.065 187.50 6.45989 21.98505
## 41 Mcauliffe Four-Seam 88.99270 2150.686 18.75 9.56804 14.53316
## 42 Mcauliffe Four-Seam 88.30569 2164.082 18.75 8.10619 12.20268
## 43 Mcauliffe Four-Seam 88.44250 2131.314 18.75 9.83752 13.50099
## 44 Mcauliffe Four-Seam 88.35609 2116.103 191.25 6.19095 17.84906
## 45 Mcauliffe Four-Seam 89.23844 2091.003 183.75 2.64701 19.74718
## 46 Mcauliffe Curveball 78.87055 2502.829 120.00 -12.10012 -5.03611
## 47 Mcauliffe Four-Seam 88.35734 2265.162 191.25 7.55189 19.32477
## 48 Mcauliffe Four-Seam 88.02897 2107.178 183.75 2.23394 19.14560
## 49 Mcauliffe Four-Seam 87.96564 2172.048 15.00 8.14949 15.15950
## 50 Mcauliffe Curveball 78.26418 2547.118 116.25 -17.95324 -11.25036
## 51 Mcauliffe Curveball 78.29634 2642.582 116.25 -14.01300 -8.63264
## 52 Mcauliffe Four-Seam 87.76495 2182.461 191.25 6.97701 15.99847
## 53 Mcauliffe Four-Seam 87.91670 2167.264 191.25 4.97681 14.88052
## 54 Mcauliffe Sinker 88.52234 2126.595 22.50 11.52741 12.18977
## 55 Mcauliffe Curveball 77.97947 2656.279 123.75 -15.59064 -4.80347
## 56 Mcauliffe Curveball 77.37654 2593.546 116.25 -14.24351 -8.25886## Warning: Removed 10 rows containing missing values (`geom_point()`).
x %>%
ggplot() +
geom_point(aes(x=HorzBreak, y=InducedVertBreak, color = AutoPitchType, size = .5))+
xlim(-25, 25) +
ylim(-25, 25) +
labs(title = paste('HBreak vs IndVBreak'), caption = "Negative PlateLocSide is Outside to a LHH")## Warning: Removed 1 rows containing missing values (`geom_point()`).