Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Parker | Changeup | 165 | 57 | 108 | 65.45% | 34.55% |
Parker | Curveball | 52 | 18 | 34 | 65.38% | 34.62% |
Parker | Cutter | 1 | 1 | 0 | 0.00% | 100.00% |
Parker | Slider | 5 | 3 | 2 | 40.00% | 60.00% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Parker | Changeup | 165 | 57 | 108 | 79.87867 | 1,795.100 | 9.141282 | -14.154013 | 149.06818 | 65.45% | 34.55% |
Parker | Curveball | 52 | 18 | 34 | 68.81908 | 1,960.562 | -4.604613 | 11.739111 | 71.68269 | 65.38% | 34.62% |
Parker | Cutter | 1 | 1 | 0 | 83.09618 | 1,686.600 | 14.409730 | 5.473150 | 191.25000 | 0.00% | 100.00% |
Parker | Slider | 5 | 3 | 2 | 68.17879 | 1,860.038 | 11.085960 | 2.120096 | 147.75000 | 40.00% | 60.00% |
Parker_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Sanford
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 84.85484 2002.007 150.00 -18.26800 13.35001
## 2 Parker Changeup 85.01881 2084.022 157.50 -14.42946 15.03737
## 3 Parker Changeup 84.82335 2041.749 153.75 -15.97544 12.17831
## 4 Parker Changeup 84.50746 2043.449 157.50 -12.29930 15.20064
## 5 Parker Changeup 74.11808 1562.626 135.00 -16.41190 1.63547
## 6 Parker Changeup 83.31207 1689.567 146.25 -16.66143 7.01973
## 7 Parker Curveball 69.07864 2031.737 63.75 15.08064 -10.11040
## 8 Parker Curveball 71.13554 2106.333 71.25 9.49453 -9.55583
## 9 Parker Changeup 84.04988 1933.344 157.50 -10.41272 11.33371
## 10 Parker Changeup 83.33042 1892.697 157.50 -13.53855 14.59820
## 11 Parker Curveball 69.19523 2004.513 67.50 10.24382 -9.67973
## 12 Parker Curveball 67.79379 1951.554 67.50 11.86658 -9.95292
## 13 Parker Curveball 69.90529 2070.810 71.25 9.98674 -10.18591
## 14 Parker Changeup 83.00873 1765.520 142.50 -19.07048 6.00311
## 15 Parker Changeup 82.79115 1954.201 157.50 -12.39103 15.18784
## 16 Parker Changeup 82.34915 1909.065 161.25 -12.67473 16.62332
## 17 Parker Changeup 72.15609 1579.529 142.50 -15.55536 5.45697
## 18 Parker Changeup 84.27502 1932.596 157.50 -12.23615 13.33879
## 19 Parker Changeup 83.69127 2033.018 157.50 -13.11154 15.12410
## 20 Parker Curveball 70.20629 2051.713 71.25 7.07752 -7.44630
## 21 Parker Changeup 82.35136 2003.627 153.75 -14.92859 13.63721
## 22 Parker Changeup 83.10058 2066.552 153.75 -15.43013 13.86087
## 23 Parker Changeup 74.16443 1612.794 142.50 -15.63028 6.54953
## 24 Parker Curveball 69.40114 2030.946 63.75 11.04725 -7.51819
## 25 Parker Changeup 82.49893 1970.277 150.00 -16.72505 10.00536
Parker_Bristol <- x %>%
filter(BatterTeam == "BRI_B") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Bristol
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 84.01633 1951.451 157.50 -12.46890 12.58591
## 2 Parker Changeup 83.58305 2008.108 153.75 -14.32343 12.12973
## 3 Parker Changeup 83.77895 1999.442 142.50 -17.79473 6.98579
## 4 Parker Changeup 83.03272 2018.285 153.75 -16.03517 12.62981
## 5 Parker Changeup 71.75706 1544.391 138.75 -16.88355 3.31784
## 6 Parker Changeup 83.32215 1971.014 153.75 -14.84690 13.45698
## 7 Parker Changeup 71.32979 1432.213 153.75 -9.76957 10.10985
## 8 Parker Changeup 83.33089 1996.964 153.75 -14.21040 13.37725
## 9 Parker Changeup 71.75493 1535.673 150.00 -12.00028 7.93457
## 10 Parker Curveball 67.67552 2025.124 63.75 14.00091 -9.11048
Parker_Keene <- x %>%
filter(BatterTeam == "KEE_SWA", Date == "2023-07-01") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Keene
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 82.83011 1777.167 150.00 -12.72473 8.73347
## 2 Parker Changeup 83.28522 2000.750 153.75 -14.70946 13.01831
## 3 Parker Curveball 67.04321 2055.781 67.50 12.10402 -9.83331
## 4 Parker Changeup 83.01560 1920.509 150.00 -14.15438 9.63697
## 5 Parker Changeup 71.66371 1477.825 161.25 -8.59540 14.71517
## 6 Parker Changeup 81.07854 1710.972 138.75 -15.00591 2.78040
## 7 Parker Changeup 81.66539 1603.533 135.00 -17.86088 2.05579
## 8 Parker Changeup 80.35825 1668.814 150.00 -13.66446 9.35213
## 9 Parker Changeup 82.21887 1766.213 138.75 -15.75698 4.17823
## 10 Parker Changeup 81.55141 1800.073 146.25 -12.76292 7.11536
## 11 Parker Changeup 82.87625 1929.564 157.50 -23.42423 22.23867
## 12 Parker Changeup 82.72106 1933.528 157.50 -11.44879 13.00552
## 13 Parker Changeup 81.74473 1943.776 157.50 -10.55300 12.37351
## 14 Parker Changeup 74.64423 1669.146 142.50 -13.39253 4.64221
## 15 Parker Changeup 72.66863 1571.697 142.50 -10.78107 4.93091
Parker_Keene2 <- x %>%
filter(BatterTeam == "KEE_SWA", Date == "2023-07-07") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Keene2
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 84.59589 1831.759 150.00 -14.56202 9.22225
## 2 Parker Changeup 72.74716 1575.276 142.50 -13.23473 4.48335
## 3 Parker Changeup 84.51079 1792.583 142.50 -17.65261 5.37945
## 4 Parker Changeup 74.48241 1649.605 146.25 -15.73446 7.72528
## 5 Parker Changeup 84.18663 1833.974 146.25 -15.36670 7.73378
## 6 Parker Changeup 73.20432 1715.777 146.25 -16.50095 7.60445
## 7 Parker Changeup 83.82460 1877.357 157.50 -10.36123 12.69201
## 8 Parker Changeup 83.31848 1735.540 153.75 -13.44646 11.69957
## 9 Parker Curveball 67.65055 1931.482 63.75 9.81056 -6.15981
## 10 Parker Changeup 82.26997 1672.457 153.75 -13.03505 11.46505
## 11 Parker Curveball 68.49700 1986.215 56.25 12.66016 -2.50252
## 12 Parker Changeup 72.37550 1605.983 138.75 -15.25942 4.13662
## 13 Parker Changeup 83.73079 1828.326 153.75 -16.12158 13.89111
## 14 Parker Curveball 67.58243 1875.009 56.25 15.57367 -5.57189
## 15 Parker Changeup 84.62088 1774.451 150.00 -15.69103 10.55264
## 16 Parker Changeup 81.81979 1782.635 146.25 -16.51371 8.85792
## 17 Parker Changeup 72.01475 1619.431 142.50 -14.73005 5.92154
## 18 Parker Curveball 67.66662 1979.653 56.25 15.38178 -5.20760
## 19 Parker Changeup 73.42333 1510.262 146.25 -14.03099 8.00343
## 20 Parker Changeup 82.60459 1712.962 146.25 -14.24284 7.40339
## 21 Parker Changeup 74.41534 1600.001 138.75 -13.53639 3.50709
## 22 Parker Changeup 83.41590 1767.966 142.50 -16.08627 6.70611
## 23 Parker Changeup 74.31436 1646.912 150.00 -14.45292 9.21154
## 24 Parker Changeup 83.49805 1821.276 146.25 -17.44048 8.45670
## 25 Parker Changeup 81.91658 1722.628 146.25 -15.84158 8.91060
## 26 Parker Curveball 68.69546 1917.725 60.00 15.53276 -6.81492
## 27 Parker Changeup 83.60644 1900.302 157.50 -13.06556 12.81556
## 28 Parker Curveball 70.59863 1941.368 52.50 7.14292 0.07469
Parker_NOR_ADA <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_NOR_ADA
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 85.87445 1992.673 153.75 -14.49158 11.38249
## 2 Parker Changeup 84.74271 1891.555 153.75 -12.90776 10.36709
## 3 Parker Changeup 73.98670 1708.231 153.75 -11.59107 9.82831
## 4 Parker Curveball 69.56177 1918.816 45.00 16.54462 1.63173
## 5 Parker Changeup 83.30692 1764.565 138.75 -17.50572 3.95051
## 6 Parker Curveball 68.20197 1847.863 45.00 33.74691 2.60354
## 7 Parker Changeup 83.56012 1967.881 153.75 -9.40619 8.43367
## 8 Parker Changeup 83.66249 2029.458 157.50 -11.47977 11.80780
## 9 Parker Changeup 83.59385 2020.497 161.25 -7.27363 11.37005
## 10 Parker Changeup 84.53260 1972.283 153.75 -13.11564 10.90107
## 11 Parker Changeup 84.15461 1883.919 146.25 -13.64221 6.84709
## 12 Parker Changeup 84.50597 1980.653 153.75 -13.98454 12.69969
## 13 Parker Changeup 74.57672 1621.016 153.75 -12.48205 12.08237
## 14 Parker Changeup 84.06686 1895.580 138.75 -19.27588 3.26051
## 15 Parker Curveball 69.48934 2099.827 60.00 17.45115 -7.93689
## 16 Parker Curveball 68.95775 1964.750 63.75 14.23910 -8.75808
## 17 Parker Changeup 72.31598 1705.590 146.25 -14.80434 7.64630
## 18 Parker Curveball 69.91441 2059.567 56.25 12.63324 -3.35299
## 19 Parker Changeup 82.98958 2035.522 153.75 -13.35768 11.28599
## 20 Parker Curveball 68.14234 1937.942 75.00 8.25997 -11.95016
## 21 Parker Changeup 82.66320 1816.323 135.00 -24.75576 1.12929
## 22 Parker Curveball 69.68133 2002.604 67.50 11.03890 -8.42957
## 23 Parker Changeup 81.53384 1921.657 146.25 -16.12603 7.71878
## 24 Parker Changeup 81.11987 1954.080 157.50 -11.64749 13.75225
## 25 Parker Changeup 81.15230 2002.960 161.25 -9.84280 12.81268
## 26 Parker Changeup 81.05487 1940.507 157.50 -11.36812 11.60402
## 27 Parker Curveball 68.68121 1930.632 56.25 16.68147 -5.63288
## 28 Parker Changeup 73.70666 1638.939 142.50 -24.43501 9.50166
## 29 Parker Changeup 83.99557 2011.159 161.25 -9.32619 14.84788
## 30 Parker Changeup 82.59739 1956.611 161.25 -8.63752 12.24300
## 31 Parker Changeup 68.65679 1957.446 52.50 39.09671 -6.51835
## 32 Parker Changeup 82.54758 1740.443 138.75 -16.52721 3.51945
## 33 Parker Changeup 81.88969 1802.717 146.25 -17.22895 7.51158
## 34 Parker Curveball 70.57029 2069.716 60.00 24.10702 -13.24642
## 35 Parker Curveball 69.45767 2019.880 63.75 14.42875 -9.96284
## 36 Parker Curveball 70.10477 2003.897 56.25 18.68836 -7.07552
## 37 Parker Changeup 81.79968 1700.172 150.00 -11.97497 8.88280
## 38 Parker Changeup 82.49516 1941.284 153.75 -8.99000 7.75418
## 39 Parker Changeup 82.15117 1873.351 142.50 -14.22831 4.77721
## 40 Parker Changeup 82.55951 2003.095 161.25 -9.53969 12.88717
Parker_Keene3 <- x %>%
filter(BatterTeam == "KEE_SWA", Date == "2023-07-25") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Keene3
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Changeup 85.06384 1827.694 135.00 -18.69052 1.40343
## 2 Parker Changeup 82.72411 1531.751 142.50 -16.74950 4.95992
## 3 Parker Changeup 83.98400 1874.159 157.50 -11.39052 11.47071
## 4 Parker Changeup 73.97051 1709.640 142.50 -18.51355 5.50205
## 5 Parker Changeup 74.37038 1665.960 142.50 -19.70351 6.29949
## 6 Parker Changeup 85.09683 1854.033 146.25 -17.97446 9.45717
## 7 Parker Curveball 74.82027 1670.154 22.50 19.35099 19.22950
## 8 Parker Changeup 84.06308 1868.883 146.25 -18.74619 8.23721
## 9 Parker Changeup 84.97616 2000.689 150.00 -17.04316 9.78642
## 10 Parker Changeup 83.99981 1925.922 161.25 -8.89544 12.81678
## 11 Parker Changeup 82.55311 1824.368 135.00 -15.25918 1.40484
## 12 Parker Changeup 84.62211 1998.340 165.00 -10.35461 17.03284
## 13 Parker Curveball 69.16414 1947.380 63.75 11.37788 -7.61111
## 14 Parker Changeup 74.25798 1638.106 161.25 -6.98792 11.44690
## 15 Parker Changeup 83.36167 1672.473 138.75 -15.24095 3.75295
## 16 Parker Slider 71.92024 1393.285 30.00 11.75709 9.03213
## 17 Parker Changeup 74.06508 1533.511 176.25 -3.12626 20.78722
## 18 Parker Cutter 83.09618 1686.600 191.25 5.47315 14.40973
## 19 Parker Changeup 84.12535 2040.764 153.75 -14.87304 14.33694
## 20 Parker Changeup 73.66424 1677.338 142.50 -17.99859 6.52347
## 21 Parker Changeup 84.83796 2067.254 150.00 -16.95028 12.59536
## 22 Parker Changeup 82.68049 1782.318 146.25 -16.28127 7.40587
## 23 Parker Changeup 82.96176 1751.359 146.25 -16.54150 8.56414
## 24 Parker Changeup 82.22264 1942.888 161.25 -8.87772 12.05115
## 25 Parker Curveball 67.37827 1855.431 52.50 15.25481 -2.98477
## 26 Parker Changeup 83.10363 1917.673 153.75 -12.33020 10.10355
## 27 Parker Curveball 67.91029 1960.711 63.75 14.63304 -9.08949
## 28 Parker Changeup 72.10611 1579.396 135.00 -26.34927 3.15713
## 29 Parker Changeup 82.30159 1932.573 157.50 -10.12544 12.68603
## 30 Parker Changeup 72.32270 1477.229 138.75 -17.58139 4.44146
## 31 Parker Curveball 68.19848 1992.836 63.75 16.27103 -9.96493
## 32 Parker Changeup 83.45744 1875.690 161.25 -4.84717 7.53619
## 33 Parker Changeup 80.88064 1719.263 142.50 -14.19564 4.26776
## 34 Parker Changeup 82.38616 1798.560 135.00 -38.18412 -0.55681
## 35 Parker Curveball 70.51735 2036.781 63.75 16.42276 -9.53331
## 36 Parker Changeup 82.79625 1775.273 135.00 -20.42312 2.00677
## 37 Parker Changeup 73.33813 1566.386 138.75 -18.27741 4.56933
## 38 Parker Changeup 73.04507 1622.429 138.75 -18.33111 4.50981
## 39 Parker Curveball 69.21246 1942.037 60.00 15.97710 -7.33264
## 40 Parker Changeup 82.16168 1832.886 142.50 -16.54698 6.70481
## 41 Parker Changeup 84.32675 1987.692 153.75 -16.19548 13.46544
## 42 Parker Changeup 72.48717 1589.498 157.50 -7.08937 8.98886
## 43 Parker Changeup 74.53802 1526.101 150.00 -15.18367 9.51548
## 44 Parker Changeup 85.08334 1845.403 165.00 -11.72481 20.30265
## 45 Parker Changeup 84.74460 1781.613 142.50 -19.19840 7.66079
## 46 Parker Curveball 70.02851 2065.564 52.50 11.85398 -1.58701
## 47 Parker Changeup 71.91491 1587.851 135.00 -17.61942 1.61410
## 48 Parker Curveball 69.27332 2094.950 60.00 14.23796 -7.27571
## 49 Parker Changeup 73.92137 1760.575 146.25 -16.49580 7.57359
## 50 Parker Changeup 83.54815 1945.360 146.25 -17.60395 9.13087
## 51 Parker Changeup 84.79682 1885.971 138.75 -18.42647 4.94256
## 52 Parker Changeup 74.56517 1672.767 142.50 -18.32233 6.24843
## 53 Parker Curveball 68.58447 2000.725 63.75 15.05804 -9.61583
## 54 Parker Changeup 83.36567 1862.974 142.50 -18.48221 5.56406
## 55 Parker Curveball 67.94874 1927.251 56.25 20.76328 -7.87496
## 56 Parker Changeup 84.41620 1885.553 142.50 -19.00942 6.99851
## 57 Parker Changeup 74.85836 1554.673 146.25 -11.99316 6.84878
## 58 Parker Changeup 75.31429 1551.328 146.25 -13.76619 8.49886
Parker_Danbury <- x %>%
filter(BatterTeam == "DAN_WES", Date == "2023-08-01")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Parker_Danbury
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Parker Curveball 67.73655 1866.430 63.75 9.14386 -5.37981
## 2 Parker Changeup 82.41263 1959.755 157.50 -11.98048 13.69674
## 3 Parker Changeup 81.71675 1908.154 153.75 -15.39379 11.96111
## 4 Parker Changeup 82.63537 1964.776 157.50 -14.77005 16.48977
## 5 Parker Changeup 74.90788 1625.581 146.25 -16.32757 9.19276
## 6 Parker Changeup 69.59765 2091.561 150.00 -11.62642 8.68788
## 7 Parker Curveball 66.69680 2353.950 165.00 -3.21599 8.04559
## 8 Parker Changeup 84.07937 1971.502 157.50 -11.72528 12.00768
## 9 Parker Changeup 83.17560 1903.771 161.25 -11.40075 14.63520
## 10 Parker Curveball 68.56215 2416.928 172.50 -0.16756 2.87524
## 11 Parker Changeup 83.67813 1880.073 153.75 -12.69890 12.02292
## 12 Parker Changeup 71.61606 1491.846 150.00 -13.44894 10.02036
## 13 Parker Changeup 70.71951 1400.244 150.00 -11.09843 8.48634
## 14 Parker Changeup 66.77962 1202.808 172.50 -0.93382 6.23394
## 15 Parker Curveball 65.37003 1756.288 56.25 13.06556 -3.94189
## 16 Parker Changeup 71.79348 1510.643 150.00 -11.47390 9.28048
## 17 Parker Changeup 81.70150 1646.766 135.00 -16.41072 1.29343
## 18 Parker Changeup 72.37297 1560.406 150.00 -15.83099 10.51705
## 19 Parker Curveball 68.32179 1926.234 60.00 11.55843 -5.22485
## 20 Parker Changeup 71.17262 1608.039 138.75 -18.20820 4.42362
## 21 Parker Curveball 68.44023 2000.258 60.00 14.02028 -6.97961
## 22 Parker Changeup 80.97908 1825.725 142.50 -20.60316 6.30933
## 23 Parker Curveball 69.63279 1624.241 75.00 1.23095 0.48354
## 24 Parker Curveball 64.49801 2005.144 168.75 -1.94303 7.50402
## 25 Parker Changeup 82.23620 1907.186 161.25 -10.73060 15.45741
## 26 Parker Changeup 81.88912 1864.324 165.00 -9.38512 16.33308
## 27 Parker Curveball 68.33790 1620.943 127.50 -7.64040 0.81413
## 28 Parker Changeup 80.64872 1818.320 161.25 -9.16926 13.05127
## 29 Parker Curveball 67.87394 1644.502 187.50 0.72484 4.95244
## 30 Parker Changeup 82.06500 1778.150 146.25 -13.78489 7.28461
## 31 Parker Slider 66.17289 1560.388 168.75 -1.38315 6.50040
## 32 Parker Changeup 70.90041 1510.724 142.50 -15.74891 5.99733
## 33 Parker Slider 70.55261 1002.907 172.50 -2.78106 11.54123
## 34 Parker Changeup 72.42479 1600.861 142.50 -15.04910 6.55827
## 35 Parker Curveball 68.65400 1855.646 63.75 11.11717 -5.26201
## 36 Parker Curveball 69.31550 1570.555 30.00 3.11083 4.10874
## 37 Parker Curveball 69.45856 1896.652 56.25 14.05308 -4.18544
## 38 Parker Changeup 69.83781 1741.736 176.25 -0.78295 9.89745
## 39 Parker Changeup 80.60691 1600.124 138.75 -15.88170 3.44618
## 40 Parker Curveball 70.93021 2231.080 153.75 -2.88567 4.32819
## 41 Parker Changeup 71.04359 1628.829 142.50 -20.84911 8.44040
## 42 Parker Slider 66.20599 2629.451 180.00 0.80098 17.57277
## 43 Parker Changeup 80.72213 1978.660 153.75 -15.10564 12.90182
## 44 Parker Slider 66.04222 2714.157 187.50 2.20662 10.78327
## 45 Parker Changeup 82.71096 1934.984 157.50 -15.46808 15.37729
## 46 Parker Curveball 66.83938 1871.096 63.75 12.23721 -6.25268
## 47 Parker Changeup 68.85577 1538.467 146.25 -14.35044 7.58300
## Warning: Removed 8 rows containing missing values (`geom_point()`).