Smink_2023
2023-06-09
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Smink | Changeup | 33 | 12 | 21 | 63.64% | 36.36% |
Smink | Curveball | 90 | 41 | 49 | 54.44% | 45.56% |
Smink | Four-Seam | 64 | 25 | 39 | 60.94% | 39.06% |
Smink | Sinker | 103 | 33 | 70 | 67.96% | 32.04% |
Smink | Slider | 15 | 4 | 11 | 73.33% | 26.67% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Smink | Changeup | 33 | 12 | 21 | 80.44337 | 1,777.577 | 6.6556858 | 16.799900 | 36.47727 | 63.64% | 36.36% |
Smink | Curveball | 90 | 41 | 49 | 76.57450 | 2,517.090 | -5.6520517 | -7.431991 | 113.66667 | 54.44% | 45.56% |
Smink | Four-Seam | 64 | 25 | 39 | 92.36807 | 2,224.704 | 18.3854811 | 13.611619 | 35.91797 | 60.94% | 39.06% |
Smink | Sinker | 103 | 33 | 70 | 91.49725 | 2,185.885 | 14.6730582 | 16.944558 | 25.66748 | 67.96% | 32.04% |
Smink | Slider | 15 | 4 | 11 | 78.61497 | 2,510.999 | 0.4442353 | -6.707609 | 132.25000 | 73.33% | 26.67% |
Smink_Danbury <- x %>%
filter(BatterTeam == "DAN_WES") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Smink_Danbury## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Smink Sinker 90.22977 2075.019 22.50 15.59473 15.65946
## 2 Smink Four-Seam 92.71928 2211.863 18.75 15.07769 18.34328
## 3 Smink Curveball 77.69248 2566.725 120.00 -10.12335 -5.18740
## 4 Smink Curveball 78.88827 2548.131 120.00 -8.38583 -3.34673
## 5 Smink Four-Seam 91.31011 2184.639 18.75 13.68745 20.80584
## 6 Smink Curveball 79.85341 2569.864 112.50 -5.72579 -3.97146
## 7 Smink Slider 80.55777 2592.715 123.75 -8.12142 -1.94925
## 8 Smink Curveball 77.03995 2627.965 123.75 -13.80044 -3.58327
## 9 Smink Curveball 78.26963 2578.188 112.50 -6.94359 -5.50902
## 10 Smink Sinker 90.63985 2223.334 22.50 16.50867 16.11347
## 11 Smink Sinker 92.11930 2291.038 26.25 15.83914 14.70178
## 12 Smink Sinker 91.98219 2147.208 22.50 15.56918 17.46603
## 13 Smink Slider 79.66504 2510.606 127.50 -7.33583 -0.54598
## 14 Smink Four-Seam 91.62083 2167.770 15.00 10.78780 17.16891
## 15 Smink Four-Seam 93.04772 2261.824 15.00 11.17981 20.12107
## 16 Smink Curveball 76.99873 2602.143 116.25 -10.01036 -6.71914
## 17 Smink Curveball 78.81725 2567.710 123.75 -9.49123 -2.54394
## 18 Smink Slider 80.76797 2528.784 123.75 -6.60579 -1.92882
## 19 Smink Four-Seam 94.99107 2334.176 15.00 11.67064 22.77667
## 20 Smink Four-Seam 94.71735 2332.499 18.75 12.90528 18.90166
## 21 Smink Four-Seam 94.19690 2228.393 191.25 8.25248 23.19604
## 22 Smink Slider 80.47922 2492.159 123.75 -8.31166 -2.03114
## 23 Smink Four-Seam 93.96824 2290.005 187.50 4.99217 21.59348
## 24 Smink Four-Seam 94.04006 2227.226 187.50 6.79650 22.07111
## 25 Smink Curveball 78.83067 2553.446 116.25 -5.18441 -2.63142
## 26 Smink Curveball 80.17954 2538.761 112.50 -6.17323 -4.43603
## 27 Smink Four-Seam 93.70167 2279.728 22.50 15.57473 14.84237
## 28 Smink Four-Seam 92.33548 2229.908 191.25 9.65812 22.82667
## 29 Smink Slider 79.14163 2569.753 142.50 -6.16512 3.52532
## 30 Smink Slider 80.23668 2634.693 120.00 -5.47579 -1.93382
## 31 Smink Four-Seam 92.46719 2236.899 191.25 10.20859 22.01096
## 32 Smink Four-Seam 92.42414 2235.697 191.25 9.96674 22.17442
## 33 Smink Changeup 78.51701 1763.124 41.25 17.67206 4.70075
## 34 Smink Changeup 81.14975 1679.340 37.50 15.65150 6.12252
## 35 Smink Four-Seam 88.60231 2098.147 18.75 13.82398 19.26729
## 36 Smink Sinker 90.84357 2201.634 26.25 16.66399 13.73335
## 37 Smink Sinker 91.60594 2295.407 26.25 18.01812 14.14434
## 38 Smink Four-Seam 91.74884 2284.088 22.50 16.10021 17.30572
## 39 Smink Slider 79.16907 2514.621 127.50 -5.55044 -0.02720
## 40 Smink Sinker 91.37003 2230.254 26.25 17.12465 14.25509
## 41 Smink Sinker 91.32287 2132.191 22.50 15.08623 16.90836
## 42 Smink Sinker 91.77247 2104.778 22.50 14.69371 14.82123
## 43 Smink Curveball 74.47487 2538.814 116.25 -9.28036 -6.30697
## 44 Smink Four-Seam 92.18660 2209.956 22.50 15.13887 17.83052
## 45 Smink Four-Seam 93.35336 2238.963 15.00 12.65568 20.76076
## 46 Smink Sinker 90.95967 2148.691 22.50 14.75871 14.17083
## 47 Smink Curveball 77.10181 2504.771 116.25 -5.35988 -2.95043
## 48 Smink Four-Seam 90.85694 2229.138 15.00 12.31548 23.50663
## 49 Smink Four-Seam 91.50718 2109.897 18.75 12.72520 19.35107
## 50 Smink Sinker 92.01368 2222.280 22.50 16.89450 15.98339
## 51 Smink Curveball 76.24499 2499.195 108.75 -8.44205 -9.56418
## 52 Smink Curveball 78.39018 2533.956 127.50 -5.14402 -0.35406
## 53 Smink Curveball 78.69658 2620.096 120.00 -5.92445 -2.06835
## 54 Smink Sinker 92.76994 2178.286 26.25 16.58312 14.89682
## 55 Smink Four-Seam 92.42459 2171.322 18.75 13.37056 18.23753
## 56 Smink Four-Seam 93.30749 2230.996 22.50 13.81040 16.07910
## 57 Smink Curveball 77.21001 2547.071 112.50 -7.22138 -6.63351
## 58 Smink Sinker 90.11668 2090.530 22.50 15.35572 15.54292
## 59 Smink Sinker 89.70047 2172.277 26.25 18.64497 15.89706
## 60 Smink Curveball 76.62605 2476.105 105.00 -6.97359 -9.40827
## 61 Smink Curveball 78.30819 2560.318 101.25 -4.15603 -8.20977
## 62 Smink Sinker 91.08672 2149.316 26.25 15.36335 14.03493
## 63 Smink Sinker 90.70316 2151.824 26.25 14.21135 13.48292
## 64 Smink Four-Seam 90.56862 2135.719 15.00 9.30890 17.17422
## 65 Smink Curveball 77.88237 2565.153 116.25 -6.47681 -2.77677
## 66 Smink Changeup 87.84095 1935.267 30.00 17.35588 10.28725
## 67 Smink Changeup 80.13258 1896.218 45.00 18.75151 2.73173
## 68 Smink Changeup 80.18378 1791.452 37.50 17.45442 7.17020
## 69 Smink Sinker 89.89470 2148.731 22.50 18.10655 17.55989
## 70 Smink Sinker 90.20530 2146.243 22.50 15.04879 16.42190
## 71 Smink Sinker 89.06214 2119.910 22.50 11.53607 12.92670
## 72 Smink Sinker 89.77405 2142.540 33.75 15.33835 6.77615
## 73 Smink Curveball 78.45724 2528.625 108.75 -4.73918 -5.43048
## 74 Smink Curveball 77.39732 2555.680 123.75 -7.46532 -1.61992
## 75 Smink Sinker 89.88740 2160.954 30.00 18.65639 11.58650
## 76 Smink Curveball 76.79970 2486.657 108.75 -7.04563 -6.83941
## 77 Smink Changeup 78.17005 1775.114 45.00 17.35158 2.54898
## 78 Smink Sinker 89.55851 2108.559 22.50 14.38768 15.49241
## 79 Smink Sinker 89.50175 2139.894 30.00 13.95654 8.90394
## 80 Smink Curveball 77.47186 2511.815 116.25 -3.04134 -0.80280
## 81 Smink Curveball 77.69390 2529.453 108.75 -5.83252 -7.17363
## 82 Smink Curveball 78.59565 2513.483 120.00 -5.42567 -1.42595
## 83 Smink Sinker 90.13473 2115.376 26.25 16.20993 15.39028
## 84 Smink Sinker 90.58511 2147.847 26.25 17.79123 15.39402
## 85 Smink Changeup 81.18321 1812.619 45.00 17.44162 2.08752
## 86 Smink Changeup 80.46919 1712.056 41.25 18.04765 4.83780
## 87 Smink Sinker 91.56117 2180.664 26.25 17.55930 15.51946
## 88 Smink Sinker 89.02112 2092.709 33.75 17.74162 8.49961
## 89 Smink Changeup 80.74789 1847.352 41.25 18.34686 2.62799
## 90 Smink Slider 76.94165 2499.065 127.50 -10.19012 -0.61331
## 91 Smink Curveball 77.08260 2517.476 127.50 -11.19095 -0.95394
## 92 Smink Slider 77.44888 2486.198 127.50 -11.32284 -1.64591
## 93 Smink Sinker 89.33062 2049.832 22.50 16.96426 16.77095
## 94 Smink Curveball 76.62875 2605.978 131.25 -13.46111 -1.04642
## 95 Smink Sinker 92.23286 2167.405 26.25 15.69902 14.92426
## 96 Smink Four-Seam 90.60869 2205.264 22.50 12.55670 15.34021
## 97 Smink Curveball 77.06511 2505.177 116.25 -7.68209 -4.58654
## 98 Smink Sinker 88.75145 2101.723 22.50 15.37465 15.26513
## 99 Smink Changeup 79.95326 1813.393 37.50 18.24127 6.38252
## 100 Smink Curveball 77.36227 2539.777 108.75 -6.19607 -7.33516
## 101 Smink Sinker 90.89234 2245.113 22.50 17.49284 17.81906
## 102 Smink Sinker 89.89885 2098.787 30.00 18.22698 12.79402
## 103 Smink Changeup 80.44636 1915.395 48.75 20.71977 -2.40547
## 104 Smink Sinker 91.80483 2265.764 26.25 19.45135 15.89713
## 105 Smink Sinker 89.61753 2198.581 22.50 18.18804 17.73631
## 106 Smink Four-Seam 89.98467 2157.254 18.75 11.60442 16.44643
## 107 Smink Curveball 77.26920 2522.990 116.25 -5.66457 -2.34740
## 108 Smink Curveball 76.05236 2437.189 112.50 -4.20492 -2.91177
## 109 Smink Curveball 78.23004 2462.189 105.00 -4.05339 -4.88485Smink_OState <- x %>%
filter(BatterTeam == "OCE_STA6") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Smink_OState## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Smink Sinker 91.30952 2154.496 26.25 16.82253 14.75623
## 2 Smink Sinker 93.16546 2116.155 22.50 14.98780 14.21682
## 3 Smink Curveball 79.12938 2526.832 112.50 -4.67319 -3.27323
## 4 Smink Curveball 78.56771 2552.608 105.00 -3.77815 -6.02512
## 5 Smink Sinker 93.36905 2123.744 22.50 16.00706 16.81599
## 6 Smink Sinker 92.42994 2193.103 22.50 17.98847 17.34064
## 7 Smink Sinker 93.01720 2230.658 22.50 16.05576 17.23981
## 8 Smink Curveball 76.61569 2557.601 105.00 -11.22705 -16.29946
## 9 Smink Curveball 79.56479 2656.828 108.75 -6.25807 -7.41315
## 10 Smink Four-Seam 94.20448 2290.225 22.50 14.61328 15.67001
## 11 Smink Changeup 80.73403 1873.290 41.25 18.02355 3.72457
## 12 Smink Sinker 94.50164 2223.313 26.25 17.45001 14.11320
## 13 Smink Changeup 83.04720 1743.186 45.00 12.51245 0.52453
## 14 Smink Changeup 81.80059 1721.053 37.50 15.14658 4.55575
## 15 Smink Sinker 92.85328 2151.749 30.00 15.78206 10.14776
## 16 Smink Four-Seam 93.46017 2236.009 22.50 14.85146 14.79843
## 17 Smink Curveball 74.84282 2566.970 112.50 -11.10686 -9.64536
## 18 Smink Sinker 91.64426 2175.419 26.25 16.62009 13.36253
## 19 Smink Sinker 93.82886 2333.973 26.25 17.61714 12.94690
## 20 Smink Sinker 92.17052 2259.396 26.25 16.64816 13.91016
## 21 Smink Four-Seam 91.99344 2095.133 22.50 12.83276 15.63458
## 22 Smink Sinker 93.30575 2195.674 26.25 17.22643 16.01355
## 23 Smink Curveball 74.54353 2588.972 108.75 -10.64753 -12.18855
## 24 Smink Sinker 93.03463 2197.887 30.00 20.49895 13.21922
## 25 Smink Four-Seam 91.86438 2281.861 18.75 13.64540 17.78682
## 26 Smink Four-Seam 92.96549 2268.162 22.50 13.22816 15.13650
## 27 Smink Four-Seam 92.95913 2186.486 22.50 14.22658 14.86599
## 28 Smink Sinker 92.90622 2199.716 30.00 17.68536 12.51587
## 29 Smink Sinker 90.22773 2179.568 26.25 22.18273 18.62840
## 30 Smink Curveball 74.34996 2459.696 112.50 -7.19843 -5.16988
## 31 Smink Sinker 90.68231 2151.994 30.00 21.28690 12.11867
## 32 Smink Changeup 79.56077 1684.834 22.50 11.40142 11.45760
## 33 Smink Sinker 92.05464 2251.755 26.25 16.18465 13.42379
## 34 Smink Sinker 92.65816 2304.280 26.25 18.16969 16.32580
## 35 Smink Curveball 73.62344 2433.775 108.75 -9.75910 -10.06406
## 36 Smink Changeup 80.08221 1802.632 30.00 17.58036 10.13209
## 37 Smink Four-Seam 92.55850 2273.513 18.75 12.91245 16.85473
## 38 Smink Curveball 76.37735 2508.982 108.75 -7.86146 -7.91772
## 39 Smink Curveball 76.37635 2476.054 112.50 -8.09583 -5.65284
## 40 Smink Four-Seam 91.29593 2198.448 22.50 14.92808 15.42737
## 41 Smink Sinker 92.23051 2248.853 26.25 17.27273 13.93107
## 42 Smink Changeup 79.62826 1819.031 33.75 18.44509 7.75957
## 43 Smink Curveball 76.82428 2502.337 112.50 -7.73977 -6.52953
## 44 Smink Changeup 79.31896 1720.034 33.75 15.21202 7.05016
## 45 Smink Curveball 76.25889 2516.072 105.00 -7.52288 -9.95989
## 46 Smink Sinker 90.59390 2201.998 26.25 16.97599 14.60481
## 47 Smink Changeup 82.88968 1813.511 41.25 14.10028 4.13378
## 48 Smink Curveball 77.52564 2517.869 112.50 -8.83272 -7.05520
## 49 Smink Sinker 91.74619 2339.937 22.50 16.23603 16.68269
## 50 Smink Sinker 91.08878 2307.407 26.25 17.68733 14.47623
## 51 Smink Four-Seam 92.65814 2359.961 18.75 13.16658 19.33509
## 52 Smink Four-Seam 91.64298 2285.210 22.50 13.60611 15.79414
## 53 Smink Sinker 92.17067 2260.011 30.00 18.33080 11.92804
## 54 Smink Sinker 92.37161 2374.926 26.25 17.29454 14.47855
## 55 Smink Sinker 92.39759 2239.260 30.00 18.12509 10.61997
## 56 Smink Sinker 93.73043 2344.242 26.25 18.21225 14.68107
## 57 Smink Sinker 92.10335 2298.954 30.00 16.21706 9.26457
## 58 Smink Sinker 92.38035 2277.984 26.25 17.79040 16.31899
## 59 Smink Curveball 76.71784 2517.088 116.25 -8.03229 -4.13764
## 60 Smink Curveball 77.16459 2542.502 108.75 -5.89985 -5.68087
## 61 Smink Curveball 78.69612 2584.978 123.75 -9.24910 -1.99449
## 62 Smink Curveball 77.03865 2509.653 116.25 -7.40166 -4.40040
## 63 Smink Four-Seam 92.37358 2367.292 22.50 16.64989 18.11529
## 64 Smink Sinker 90.57787 2247.342 30.00 18.16619 12.52768Smink_UVAL <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-13") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Smink_UVAL## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Smink Slider 76.00313 2442.073 138.75 -6.91807 3.16571
## 2 Smink Sinker 91.14537 2143.955 22.50 17.98804 18.35477
## 3 Smink Slider 77.25529 2521.235 135.00 -7.09575 2.07835
## 4 Smink Sinker 92.38725 2100.460 26.25 19.46718 15.75288
## 5 Smink Sinker 93.53850 2239.023 22.50 17.05154 17.92044
## 6 Smink Sinker 91.55183 2051.720 22.50 15.89950 15.58717
## 7 Smink Curveball 75.36363 2484.871 112.50 -10.49390 -9.43898
## 8 Smink Curveball 77.76096 2604.185 123.75 -7.07315 -1.75752
## 9 Smink Curveball 77.00293 2544.944 123.75 -6.52241 -1.57941
## 10 Smink Sinker 93.71723 2167.547 26.25 15.91351 14.98237
## 11 Smink Curveball 73.13383 2366.617 105.00 -4.74544 -5.52406
## 12 Smink Sinker 93.71704 2160.631 22.50 17.93820 18.49753
## 13 Smink Slider 75.91932 2331.111 131.25 -6.44370 1.10701
## 14 Smink Four-Seam 93.38058 2206.429 22.50 17.29253 20.61328
## 15 Smink Curveball 77.22717 2508.594 120.00 -6.13083 -2.42658
## 16 Smink Four-Seam 93.84698 2220.220 18.75 17.78552 21.63978
## 17 Smink Curveball 75.58154 2466.740 108.75 -5.76091 -4.90733
## 18 Smink Sinker 91.99519 2126.947 22.50 18.50454 18.79643
## 19 Smink Curveball 77.20463 2520.103 112.50 -7.91410 -5.71272
## 20 Smink Sinker 91.29183 2140.378 26.25 17.92395 15.07776
## 21 Smink Changeup 80.85617 1770.030 33.75 18.96942 8.75540
## 22 Smink Curveball 76.47831 2509.779 108.75 -4.67744 -4.88933
## 23 Smink Four-Seam 91.90603 2074.534 18.75 13.75520 20.66403
## 24 Smink Changeup 78.87084 1691.374 37.50 18.72430 8.15882
## 25 Smink Changeup 79.36105 1701.269 30.00 16.88572 11.06079
## 26 Smink Four-Seam 93.47172 2188.966 18.75 15.59820 20.31296
## 27 Smink Curveball 73.45625 2521.365 108.75 -4.15634 -3.76217
## 28 Smink Four-Seam 93.38620 2156.247 18.75 16.39028 20.98442
## 29 Smink Slider 77.66016 2492.878 172.50 -1.09075 6.18489
## 30 Smink Sinker 91.02449 2082.784 26.25 19.22501 17.49048
## 31 Smink Four-Seam 93.91067 2203.600 15.00 11.80650 20.60092
## 32 Smink Curveball 73.75924 2453.788 108.75 -6.74678 -5.98335
## 33 Smink Changeup 81.01537 1824.948 30.00 17.30273 11.42674
## 34 Smink Curveball 73.78021 2527.183 108.75 -7.32607 -6.77008
## 35 Smink Sinker 93.75796 2168.436 22.50 17.86273 16.86965
## 36 Smink Changeup 80.70582 1765.817 33.75 14.89261 7.03835
## 37 Smink Curveball 75.22056 2448.607 108.75 -6.15941 -6.32418
## 38 Smink Curveball 75.43576 2477.036 112.50 -6.13847 -5.25449
## 39 Smink Four-Seam 91.73610 2189.401 18.75 15.42749 19.28237
## 40 Smink Four-Seam 92.62527 2224.112 22.50 15.96643 16.80552
## 41 Smink Four-Seam 93.62728 2208.618 22.50 16.46702 19.84694
## 42 Smink Slider 78.91920 2577.459 135.00 -3.82721 1.93095
## 43 Smink Changeup 79.21588 1765.611 33.75 17.25509 7.86548
## 44 Smink Curveball 75.18696 2527.794 112.50 -5.33721 -3.28386
## 45 Smink Sinker 92.64829 2223.417 26.25 18.15844 15.92639
## 46 Smink Curveball 74.97331 2525.689 120.00 -7.55150 -1.64913
## 47 Smink Sinker 93.39542 2248.479 22.50 17.98013 18.79761
## 48 Smink Sinker 92.47487 2132.333 26.25 18.25072 14.62843
## 49 Smink Changeup 80.14079 1695.017 37.50 17.29895 6.43146
## 50 Smink Curveball 74.16450 2510.579 116.25 -9.10815 -5.53181
## 51 Smink Curveball 71.57969 2431.369 112.50 -7.94882 -5.42882
## 52 Smink Sinker 92.51237 2157.975 22.50 20.27454 21.31592
## 53 Smink Changeup 80.41226 1774.977 30.00 16.87883 10.21564
## 54 Smink Curveball 74.42369 2500.389 108.75 -5.70335 -5.26579
## 55 Smink Changeup 79.34647 1796.226 26.25 16.61178 12.53347
## 56 Smink Changeup 79.49225 1782.566 30.00 19.32533 12.91493
## 57 Smink Four-Seam 91.77236 2129.302 18.75 14.75706 21.85332
## 58 Smink Curveball 74.04041 2487.411 123.75 -11.72631 -3.49736
## 59 Smink Four-Seam 91.64779 2224.516 18.75 19.37044 24.20864
## 60 Smink Four-Seam 91.07982 2185.304 18.75 17.24654 21.97757
## 61 Smink Sinker 92.54272 2149.283 22.50 17.41383 16.78048
## 62 Smink Curveball 75.53011 2503.344 112.50 -6.03020 -4.77051
## 63 Smink Curveball 76.32251 2483.564 127.50 -4.85028 0.06161
## 64 Smink Sinker 92.20738 2107.940 26.25 18.37347 14.89595
## 65 Smink Curveball 75.52748 2509.149 108.75 -7.12414 -7.52745## Warning: Removed 19 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")