DAllessio_2023
2023-06-12
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
D'Alessio | Changeup | 26 | 15 | 11 | 42.31% | 57.69% |
D'Alessio | Curveball | 1 | 1 | 0 | 0.00% | 100.00% |
D'Alessio | Four-Seam | 5 | 0 | 5 | 100.00% | 0.00% |
D'Alessio | Sinker | 148 | 57 | 91 | 61.49% | 38.51% |
D'Alessio | Slider | 89 | 39 | 50 | 56.18% | 43.82% |
DAllessio_Newport <- x %>%
filter(BatterTeam == "NEW_GUL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_Newport## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 92.35750 2454.195 33.75 20.23166 8.73095
## 2 D'Alessio Sinker 91.51914 2510.964 30.00 18.38863 12.58713
## 3 D'Alessio Sinker 91.56410 2471.622 37.50 18.43308 7.23579
## 4 D'Alessio Sinker 91.06283 2497.369 33.75 19.57714 10.15611
## 5 D'Alessio Sinker 91.99349 2462.111 33.75 18.58647 9.85847
## 6 D'Alessio Sinker 91.98462 2462.559 33.75 19.33509 10.57174
## 7 D'Alessio Slider 83.06725 2406.849 150.00 -7.93792 6.41473
## 8 D'Alessio Slider 79.42612 2467.586 153.75 -7.93544 7.52772
## 9 D'Alessio Sinker 91.65905 2471.047 30.00 20.17446 12.92524
## 10 D'Alessio Slider 81.10040 2488.539 150.00 -8.78154 6.59481
## 11 D'Alessio Sinker 92.09031 2498.395 26.25 15.27654 14.30182
## 12 D'Alessio Sinker 92.51645 2494.285 30.00 18.15312 11.80835
## 13 D'Alessio Sinker 92.04085 2474.483 37.50 22.06659 7.96634
## 14 D'Alessio Sinker 92.59447 2575.242 33.75 18.65851 9.15201
## 15 D'Alessio Sinker 91.94281 2566.538 37.50 21.97848 7.67119
## 16 D'Alessio Slider 80.71294 2396.423 150.00 -9.49445 6.07374
## 17 D'Alessio Slider 79.21923 2439.250 146.25 -11.46997 6.21803
## 18 D'Alessio Slider 79.06604 2349.702 146.25 -9.77438 5.63634
## 19 D'Alessio Changeup 84.40433 1936.171 33.75 19.24670 9.34745
## 20 D'Alessio Sinker 92.07577 2451.065 30.00 20.59363 13.21721
## 21 D'Alessio Sinker 92.32744 2419.670 30.00 20.10446 13.02796
## 22 D'Alessio Changeup 79.81006 1971.187 168.75 -7.62004 17.73615
## 23 D'Alessio Changeup 80.88970 1978.538 168.75 -9.02237 21.65682
## 24 D'Alessio Changeup 82.89460 1997.386 168.75 -6.88418 17.63194
## 25 D'Alessio Four-Seam 84.59018 1982.043 172.50 -4.11236 20.13446
## 26 D'Alessio Four-Seam 84.90195 2152.243 168.75 -8.23607 19.62304
## 27 D'Alessio Four-Seam 86.42637 2151.316 168.75 -8.60937 23.13789
## 28 D'Alessio Changeup 79.30489 1681.210 165.00 -8.37469 16.51666
## 29 D'Alessio Sinker 89.79006 2311.039 22.50 15.88698 15.65135
## 30 D'Alessio Sinker 90.75635 2287.402 30.00 18.40879 11.00808
## 31 D'Alessio Sinker 90.74151 2516.825 33.75 22.13733 11.44201
## 32 D'Alessio Sinker 90.51135 2402.429 33.75 22.11611 11.57745
## 33 D'Alessio Slider 79.24326 2399.926 142.50 -4.61288 2.64248
## 34 D'Alessio Slider 75.88085 2427.528 135.00 -8.39796 1.39599
## 35 D'Alessio Curveball 76.10386 2381.752 123.75 -5.90567 -0.45075
## 36 D'Alessio Sinker 90.98721 2453.991 33.75 21.07848 10.43067
## 37 D'Alessio Slider 78.84198 2449.548 131.25 -9.05032 0.50780
## 38 D'Alessio Sinker 91.19182 2472.991 30.00 21.22080 12.10005
## 39 D'Alessio Sinker 90.93934 2538.333 33.75 21.63879 12.01205
## 40 D'Alessio Sinker 91.12259 2502.960 33.75 23.18761 11.40965
## 41 D'Alessio Sinker 89.80512 2497.070 33.75 20.82855 9.07654
## 42 D'Alessio Sinker 91.37817 2522.866 33.75 21.33922 11.14859
## 43 D'Alessio Sinker 90.71024 2322.465 26.25 24.42580 17.91887
## 44 D'Alessio Sinker 90.03399 2346.893 30.00 20.13950 12.16320
## 45 D'Alessio Sinker 89.84875 2330.099 30.00 20.67666 12.40906
## 46 D'Alessio Sinker 89.16374 2296.523 30.00 20.86009 12.48304
## 47 D'Alessio Changeup 83.06628 1989.966 33.75 18.35029 8.91934
## 48 D'Alessio Slider 76.29944 2452.319 161.25 -6.07378 9.94186
## 49 D'Alessio Sinker 90.84258 2396.688 33.75 18.86158 10.45650
## 50 D'Alessio Sinker 89.27002 2428.527 33.75 20.81556 8.53434
## 51 D'Alessio Sinker 88.42034 2339.962 33.75 18.75907 9.04115
## 52 D'Alessio Changeup 87.70991 2358.416 37.50 20.86478 6.95134
## 53 D'Alessio Sinker 90.31596 2480.951 37.50 22.67619 7.09670DAllessio_Sanford1 <- x %>%
filter(BatterTeam == "SAN_MAI", Date == "2023-06-19") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_Sanford1## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 92.18238 2375.417 37.50 19.88812 7.41658
## 2 D'Alessio Sinker 91.22080 2437.122 37.50 21.14080 8.22103
## 3 D'Alessio Sinker 92.50826 2459.932 37.50 21.00690 7.95556
## 4 D'Alessio Sinker 92.74804 2451.701 33.75 19.29930 9.94571
## 5 D'Alessio Slider 81.21477 2576.353 161.25 -3.70559 5.87689
## 6 D'Alessio Sinker 91.67375 2444.112 30.00 18.53639 11.19461
## 7 D'Alessio Sinker 92.15318 2478.944 33.75 19.83387 10.59442
## 8 D'Alessio Sinker 92.01996 2454.409 30.00 19.37273 11.73583
## 9 D'Alessio Sinker 91.95505 2395.383 33.75 18.45399 9.60843
## 10 D'Alessio Sinker 92.97302 2452.857 37.50 20.02076 7.56386
## 11 D'Alessio Sinker 91.27425 2363.974 37.50 21.83505 6.55678
## 12 D'Alessio Sinker 91.80321 2392.238 37.50 22.30222 7.72772
## 13 D'Alessio Sinker 90.74409 2353.445 30.00 19.29111 12.21709
## 14 D'Alessio Sinker 91.77776 2348.636 41.25 21.88497 5.32603
## 15 D'Alessio Changeup 84.75800 1921.272 33.75 20.26257 8.38071
## 16 D'Alessio Sinker 91.49966 2490.252 33.75 21.76080 10.92233
## 17 D'Alessio Sinker 91.82911 2367.151 30.00 20.19178 12.85127
## 18 D'Alessio Changeup 84.72901 1902.734 41.25 20.96867 4.66713
## 19 D'Alessio Sinker 92.05195 2423.042 33.75 21.81249 10.20453
## 20 D'Alessio Sinker 91.16501 2385.272 33.75 21.41958 11.26930
## 21 D'Alessio Slider 81.96177 2543.383 146.25 -4.04134 2.63055
## 22 D'Alessio Slider 80.69848 2619.276 146.25 -5.72551 3.81618
## 23 D'Alessio Sinker 91.53148 2452.561 37.50 22.50300 7.84213
## 24 D'Alessio Sinker 91.66266 2471.489 33.75 22.77970 9.78642
## 25 D'Alessio Sinker 91.30604 2410.049 37.50 22.13367 8.29591
## 26 D'Alessio Sinker 90.85370 2343.147 33.75 21.51454 8.47374
## 27 D'Alessio Sinker 91.23126 2314.879 37.50 20.57493 7.02461
## 28 D'Alessio Sinker 90.35376 2410.137 33.75 21.19722 8.79630
## 29 D'Alessio Slider 81.06611 2367.709 165.00 -2.52441 6.29796
## 30 D'Alessio Slider 83.03244 2580.750 183.75 0.75539 8.85000
## 31 D'Alessio Sinker 90.60926 2461.818 30.00 21.52474 12.44359
## 32 D'Alessio Sinker 91.78022 2488.084 37.50 21.96930 6.99201
## 33 D'Alessio Slider 81.34186 2594.335 168.75 -3.10280 7.88138
## 34 D'Alessio Sinker 91.37991 2508.211 33.75 22.79824 11.81757
## 35 D'Alessio Slider 80.65254 2493.880 138.75 -10.03406 2.46197
## 36 D'Alessio Sinker 92.10419 2428.554 33.75 19.95596 10.78465
## 37 D'Alessio Sinker 91.96850 2459.470 33.75 20.83454 9.76154
## 38 D'Alessio Sinker 90.84420 2675.341 26.25 9.02981 8.67414DAllessio_Sanford2 <- x %>%
filter(BatterTeam == "SAN_MAI", Date == "2023-06-25") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_Sanford2## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 90.53609 2496.185 30.00 12.93229 9.71067
## 2 D'Alessio Slider 78.22202 2618.949 150.00 -9.51201 6.80670
## 3 D'Alessio Slider 80.61590 2584.938 150.00 -9.04288 7.31166
## 4 D'Alessio Slider 81.34347 2552.686 138.75 -12.63442 3.39087
## 5 D'Alessio Slider 78.05201 2479.544 146.25 -9.17682 5.67146
## 6 D'Alessio Sinker 93.12846 2487.027 33.75 19.01851 9.33430
## 7 D'Alessio Sinker 93.50523 2570.198 33.75 16.80076 9.25556
## 8 D'Alessio Slider 79.75193 2379.985 153.75 -10.17296 8.27071
## 9 D'Alessio Sinker 92.22808 2513.833 30.00 18.01938 12.74564
## 10 D'Alessio Slider 78.22955 2453.196 157.50 -8.87276 10.68382
## 11 D'Alessio Sinker 92.09139 2526.160 33.75 20.32607 8.85859
## 12 D'Alessio Changeup 83.04839 1847.261 41.25 19.61788 4.82335
## 13 D'Alessio Sinker 91.90621 2501.957 37.50 20.88103 7.65056
## 14 D'Alessio Sinker 92.68071 2455.452 30.00 18.32977 12.05548
## 15 D'Alessio Slider 79.76892 2369.091 161.25 -5.79107 9.55036
## 16 D'Alessio Slider 81.07157 2476.112 172.50 -2.39343 12.12127
## 17 D'Alessio Sinker 92.68101 2516.301 30.00 20.46682 12.25284
## 18 D'Alessio Sinker 93.02580 2564.460 30.00 20.18694 13.16540
## 19 D'Alessio Slider 81.61940 2469.536 165.00 -5.55465 11.26997
## 20 D'Alessio Slider 80.72855 2476.215 168.75 -4.58512 12.28890
## 21 D'Alessio Slider 81.17312 2446.520 168.75 -4.33902 11.97426
## 22 D'Alessio Slider 81.56456 2494.915 153.75 -7.15886 6.51217
## 23 D'Alessio Sinker 92.72722 2565.979 30.00 17.56678 11.59292
## 24 D'Alessio Slider 79.28141 2518.178 153.75 -8.15233 7.51406
## 25 D'Alessio Sinker 92.72836 2511.923 33.75 20.10324 9.97193
## 26 D'Alessio Sinker 93.36676 2524.381 33.75 20.05489 7.83280
## 27 D'Alessio Slider 79.79897 2503.923 150.00 -9.68922 6.59922DAllessio_NorSHore <- x %>%
filter(BatterTeam == "NSH_N") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_NorSHore## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 91.50112 2404.207 33.75 17.00777 7.12008
## 2 D'Alessio Sinker 92.30860 2473.414 33.75 17.50107 8.17642
## 3 D'Alessio Sinker 92.08903 2493.515 33.75 17.82261 7.75855
## 4 D'Alessio Sinker 92.46799 2420.333 33.75 18.66351 8.34827
## 5 D'Alessio Sinker 92.52717 2488.196 41.25 20.41100 4.11347
## 6 D'Alessio Slider 80.94279 2579.985 157.50 -6.51087 8.18276
## 7 D'Alessio Slider 82.12510 2446.039 180.00 0.41035 9.04953
## 8 D'Alessio Sinker 91.74236 2491.134 33.75 18.26336 8.38052
## 9 D'Alessio Sinker 92.10813 2499.045 33.75 17.93336 7.49469
## 10 D'Alessio Sinker 92.90684 2452.479 37.50 21.59253 6.84992
## 11 D'Alessio Sinker 93.02921 2481.494 37.50 20.09631 7.86595
## 12 D'Alessio Sinker 90.97858 2423.031 37.50 20.23678 6.27713
## 13 D'Alessio Slider 81.70650 2440.734 165.00 -4.82217 10.07028
## 14 D'Alessio Sinker 92.09963 2396.064 37.50 18.65139 6.73032
## 15 D'Alessio Sinker 91.49940 2481.078 33.75 19.03159 8.98284
## 16 D'Alessio Sinker 92.64058 2431.687 37.50 21.81950 6.41229
## 17 D'Alessio Sinker 90.97063 2475.265 30.00 20.43970 13.64843
## 18 D'Alessio Sinker 90.84941 2518.847 30.00 16.79099 11.67697
## 19 D'Alessio Sinker 91.31477 2451.476 37.50 19.23399 7.50638
## 20 D'Alessio Sinker 92.35884 2417.000 37.50 19.71828 7.12815
## 21 D'Alessio Sinker 92.97877 2425.517 37.50 20.37659 5.13457
## 22 D'Alessio Sinker 92.61540 2480.683 37.50 19.52064 7.30874
## 23 D'Alessio Sinker 91.61037 2437.517 37.50 19.34111 5.23961
## 24 D'Alessio Sinker 92.24677 2452.859 33.75 17.04300 6.97843
## 25 D'Alessio Changeup 83.16085 1624.266 45.00 17.42780 1.16146
## 26 D'Alessio Changeup 84.20273 1820.691 45.00 19.57572 1.11165
## 27 D'Alessio Changeup 84.07272 1789.769 48.75 17.99942 -0.83532
## 28 D'Alessio Changeup 83.65867 1844.032 41.25 18.31119 4.69473
## 29 D'Alessio Slider 81.35856 2460.694 150.00 -11.21599 8.80717
## 30 D'Alessio Slider 80.40264 2526.931 150.00 -9.56359 6.86697
## 31 D'Alessio Slider 79.95207 2506.779 150.00 -13.48587 9.08221
## 32 D'Alessio Slider 79.16257 2495.666 153.75 -11.09229 10.72686
## 33 D'Alessio Slider 80.12131 2449.499 150.00 -10.18725 7.53583
## 34 D'Alessio Changeup 83.48150 1839.742 37.50 16.84513 5.36481
## 35 D'Alessio Sinker 91.62844 2496.703 37.50 20.32198 7.05847
## 36 D'Alessio Slider 78.73715 2445.811 161.25 -6.83752 9.76363
## 37 D'Alessio Slider 80.85703 2440.931 150.00 -5.84485 4.97307
## 38 D'Alessio Sinker 91.09803 2499.613 37.50 20.03733 6.94099
## 39 D'Alessio Sinker 91.30762 2489.594 30.00 18.05182 11.05386
## 40 D'Alessio Slider 82.72473 2472.016 161.25 -7.07536 9.44969
## 41 D'Alessio Changeup 84.68288 1922.588 37.50 18.59324 6.66945
## 42 D'Alessio Changeup 82.88456 1845.247 41.25 18.04532 3.48992
## 43 D'Alessio Sinker 92.48037 2625.863 30.00 18.26060 10.22028
## 44 D'Alessio Sinker 92.58423 2485.858 33.75 20.17100 8.15973
## 45 D'Alessio Sinker 92.93366 2464.276 33.75 16.47883 9.18355
## 46 D'Alessio Sinker 92.22603 2523.476 33.75 19.76977 9.28886
## 47 D'Alessio Slider 82.28958 2448.933 157.50 -7.23233 8.68264
## 48 D'Alessio Slider 81.54852 2490.404 165.00 -4.25079 8.34804
## 49 D'Alessio Slider 80.24671 2531.519 146.25 -11.53339 6.17894
## 50 D'Alessio Slider 79.06855 2490.445 150.00 -11.71284 8.93666
## 51 D'Alessio Slider 81.14188 2500.071 157.50 -7.64937 9.20796
## 52 D'Alessio Slider 82.54255 2394.310 153.75 -6.35052 5.53567
## 53 D'Alessio Sinker 91.94838 2390.789 37.50 17.94229 6.91426
## 54 D'Alessio Sinker 90.08612 2406.838 33.75 18.43056 7.37504
## 55 D'Alessio Slider 82.14411 2410.789 172.50 -2.73386 9.74654
## 56 D'Alessio Sinker 91.54168 2468.952 37.50 18.49351 5.90162
## 57 D'Alessio Sinker 91.22605 2490.665 33.75 18.90324 7.88233
## 58 D'Alessio Slider 84.47309 2398.157 180.00 -0.24189 8.44709
## 59 D'Alessio Slider 82.98107 2462.027 161.25 -5.45638 8.61142
## 60 D'Alessio Slider 81.93052 2525.213 150.00 -6.97402 5.82949
## 61 D'Alessio Sinker 92.84300 2476.284 33.75 18.08914 7.69095
## 62 D'Alessio Sinker 92.26455 2466.652 33.75 20.34359 9.48315
## 63 D'Alessio Sinker 92.29689 2460.433 33.75 16.81729 7.64418
## 64 D'Alessio Sinker 93.08371 2530.929 37.50 23.07304 8.83465
## 65 D'Alessio Slider 84.46111 2475.645 172.50 -2.02630 7.55323
## 66 D'Alessio Sinker 92.52170 2457.663 33.75 19.77277 8.14497
## 67 D'Alessio Changeup 86.14012 2003.518 37.50 21.74135 5.85575
## 68 D'Alessio Changeup 83.26266 1749.276 33.75 17.59576 9.56288DAllessio_UPP_VAL <- x %>%
filter(BatterTeam == "UPP_VAL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_UPP_VAL## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Slider 82.52927 2437.063 180.00 0.24287 13.63261
## 2 D'Alessio Sinker 91.58138 2349.021 33.75 19.73080 10.10859
## 3 D'Alessio Sinker 91.56355 2542.883 26.25 18.46840 14.95635
## 4 D'Alessio Changeup 85.18548 1921.274 30.00 19.23005 13.38682
## 5 D'Alessio Sinker 92.52888 2555.991 33.75 21.53978 10.69930
## 6 D'Alessio Sinker 90.77506 2473.574 30.00 19.41371 11.46174
## 7 D'Alessio Slider 81.54879 2482.264 180.00 0.44504 12.65005
## 8 D'Alessio Four-Seam 92.59615 2574.538 26.25 19.59611 15.48552
## 9 D'Alessio Slider 84.28297 2517.121 187.50 3.51559 14.09272
## 10 D'Alessio Slider 81.36745 2413.719 176.25 -1.72630 13.70272
## 11 D'Alessio Four-Seam 93.26957 2554.629 26.25 19.75296 17.03847
## 12 D'Alessio Slider 80.50372 2497.281 161.25 -7.36465 11.14780
## 13 D'Alessio Slider 81.80299 2477.865 168.75 -4.54520 11.50056
## 14 D'Alessio Slider 80.45703 2518.103 161.25 -8.55536 12.52938
## 15 D'Alessio Slider 80.51219 2412.825 165.00 -5.98634 12.12969
## 16 D'Alessio Sinker 93.56117 2568.603 30.00 19.61151 13.83820
## 17 D'Alessio Changeup 83.92743 1928.199 30.00 19.75977 13.79623
## 18 D'Alessio Slider 80.58873 2352.881 176.25 -1.73662 13.09024DAllessio_ValleyBlueSox <- x %>%
filter(BatterTeam == "VAL_BLU") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_ValleyBlueSox## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 91.67098 2461.441 33.75 18.01883 9.51638
## 2 D'Alessio Sinker 92.70399 2472.285 30.00 16.77276 11.22662
## 3 D'Alessio Slider 83.11478 2487.815 157.50 -3.99784 5.67032
## 4 D'Alessio Slider 82.86464 2469.651 150.00 -5.48036 4.66591
## 5 D'Alessio Slider 82.81865 2393.971 176.25 -0.83937 6.90709
## 6 D'Alessio Slider 80.37522 2482.101 138.75 -10.13288 3.25945
## 7 D'Alessio Slider 82.04467 2377.663 180.00 0.12850 6.27024
## 8 D'Alessio Slider 80.75367 2432.310 131.25 -8.19264 0.51539
## 9 D'Alessio Slider 82.51634 2528.632 146.25 -4.77378 3.50047
## 10 D'Alessio Sinker 91.87159 2515.539 30.00 18.22308 11.93103
## 11 D'Alessio Slider 82.04609 2451.975 165.00 -3.86945 8.35276
## 12 D'Alessio Slider 83.24983 2375.776 180.00 0.22209 8.41674
## 13 D'Alessio Sinker 92.47715 2494.236 30.00 19.54710 12.86146
## 14 D'Alessio Sinker 91.79797 2550.245 30.00 18.43914 11.38268
## 15 D'Alessio Changeup 84.65595 1900.708 37.50 17.73288 5.36343
## 16 D'Alessio Sinker 92.85735 2605.657 26.25 15.76237 11.85579
## 17 D'Alessio Sinker 91.96315 2478.283 30.00 16.86052 10.34060
## 18 D'Alessio Sinker 92.92193 2540.476 33.75 20.36981 8.38748
## 19 D'Alessio Sinker 93.09498 2447.947 37.50 19.91871 6.95363
## 20 D'Alessio Sinker 91.20401 2509.144 33.75 21.49643 11.46453
## 21 D'Alessio Sinker 92.32095 2542.631 30.00 19.79548 13.45024
## 22 D'Alessio Changeup 84.14860 1952.846 37.50 22.23308 8.28008
## 23 D'Alessio Changeup 84.85559 1962.054 33.75 21.03044 10.42300
## 24 D'Alessio Sinker 92.54721 2460.817 33.75 20.93993 11.05359
## 25 D'Alessio Sinker 92.78295 2550.901 30.00 20.61273 11.65075
## 26 D'Alessio Sinker 92.21221 2482.926 33.75 20.34773 8.57248
## 27 D'Alessio Sinker 92.39199 2597.009 33.75 21.06367 9.60040
## 28 D'Alessio Sinker 92.66974 2604.739 37.50 21.58643 7.89989
## 29 D'Alessio Sinker 93.05288 2553.731 33.75 19.82249 9.83008
## 30 D'Alessio Slider 83.16482 2420.745 176.25 -0.75764 8.04493
## 31 D'Alessio Sinker 92.37017 2501.798 26.25 18.17981 14.02194
## 32 D'Alessio Slider 79.37284 2361.398 146.25 -11.86772 6.12323
## 33 D'Alessio Sinker 92.69727 2437.926 33.75 19.78355 9.92926
## 34 D'Alessio Sinker 92.50418 2510.875 37.50 20.67068 5.90091
## 35 D'Alessio Changeup 83.92191 1885.667 37.50 18.28036 5.62355
## 36 D'Alessio Sinker 91.81019 2527.378 33.75 17.83611 8.68997
## 37 D'Alessio Sinker 92.19777 2406.708 33.75 16.82056 9.36375
## 38 D'Alessio Sinker 92.56390 2521.699 33.75 18.35407 8.89111
## 39 D'Alessio Sinker 90.86121 2387.520 30.00 17.62639 11.68131
## 40 D'Alessio Sinker 92.32288 2501.976 37.50 19.69710 5.78500
## 41 D'Alessio Sinker 91.70549 2432.199 33.75 18.26442 9.14646
## 42 D'Alessio Slider 82.25063 2368.481 161.25 -7.34111 10.46910
## 43 D'Alessio Slider 82.00752 2375.143 161.25 -6.27945 8.83434
## 44 D'Alessio Slider 80.90008 2415.349 153.75 -9.08823 8.06733
## 45 D'Alessio Sinker 92.62772 2468.989 30.00 19.88804 12.35359
## 46 D'Alessio Slider 82.40733 2417.016 165.00 -5.83366 11.42245
## 47 D'Alessio Slider 83.47742 2327.796 157.50 -6.61611 8.45201
## 48 D'Alessio Slider 81.55971 2456.680 142.50 -10.85579 3.96236
## 49 D'Alessio Slider 81.22868 2379.926 142.50 -11.97646 4.66425DAllessio_North_Adams <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
DAllessio_North_Adams## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 D'Alessio Sinker 91.41402 2548.861 26.25 18.80076 16.20973
## 2 D'Alessio Slider 79.99383 2399.048 153.75 -9.51997 7.73670
## 3 D'Alessio Sinker 92.44686 2570.383 30.00 20.10178 14.41091
## 4 D'Alessio Slider 79.66923 2401.363 153.75 -8.20882 7.54162
## 5 D'Alessio Slider 81.54744 2439.551 165.00 -4.32051 9.15044
## 6 D'Alessio Sinker 91.74371 2520.013 30.00 16.27198 11.59111
## 7 D'Alessio Slider 79.87108 2462.759 168.75 -4.42701 11.31347
## 8 D'Alessio Slider 79.50722 2544.155 153.75 -8.43422 8.32497
## 9 D'Alessio Slider 81.23248 2401.853 183.75 0.68386 11.03784
## 10 D'Alessio Slider 78.62504 2462.303 165.00 -6.66237 11.20607
## 11 D'Alessio Slider 78.67031 2350.528 168.75 -3.69189 11.81757
## 12 D'Alessio Slider 77.82013 2327.461 146.25 -8.72004 4.97898
## 13 D'Alessio Sinker 91.16958 2462.946 30.00 17.49249 9.95123
## 14 D'Alessio Sinker 92.34575 2525.571 33.75 18.57595 8.32099
## 15 D'Alessio Sinker 90.94216 2543.440 33.75 18.70922 9.11619
## 16 D'Alessio Changeup 84.57633 1938.211 41.25 18.76107 3.30201## Warning: Removed 16 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")