Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Hoffacker | Changeup | 1 | 1 | 0 | 0.00% | 100.00% |
Hoffacker | Curveball | 69 | 36 | 33 | 47.83% | 52.17% |
Hoffacker | Cutter | 28 | 9 | 19 | 67.86% | 32.14% |
Hoffacker | Four-Seam | 56 | 28 | 28 | 50.00% | 50.00% |
Hoffacker | Sinker | 48 | 23 | 25 | 52.08% | 47.92% |
Hoffacker | Slider | 19 | 6 | 13 | 68.42% | 31.58% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Hoffacker | Changeup | 1 | 1 | 0 | 84.64991 | 2,092.966 | 17.000720 | 13.33426000 | 18.75000 | 0.00% | 100.00% |
Hoffacker | Curveball | 69 | 36 | 33 | 78.58272 | 2,029.179 | -6.755689 | -11.67191116 | 117.11957 | 47.83% | 52.17% |
Hoffacker | Cutter | 28 | 9 | 19 | 88.59978 | 2,222.597 | 9.495531 | 3.20468393 | 138.88393 | 67.86% | 32.14% |
Hoffacker | Four-Seam | 56 | 28 | 28 | 89.11924 | 2,252.579 | 12.527442 | 6.56735286 | 72.79018 | 50.00% | 50.00% |
Hoffacker | Sinker | 48 | 23 | 25 | 89.08257 | 2,199.541 | 8.920815 | 12.48153354 | 29.45312 | 52.08% | 47.92% |
Hoffacker | Slider | 19 | 6 | 13 | 86.56041 | 2,151.507 | 4.514553 | 0.05741526 | 101.05263 | 68.42% | 31.58% |
Hoffacker_Bristol1 <- x %>%
filter(BatterTeam == "BRI_B", Date == "2023-06-12") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_Bristol1
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Sinker 89.82082 2208.216 30.00 12.93465 7.90178
## 2 Hoffacker Cutter 89.77172 2211.183 183.75 1.43291 10.47993
## 3 Hoffacker Four-Seam 88.07119 2128.628 26.25 7.65638 6.71394
## 4 Hoffacker Four-Seam 89.40554 2198.402 191.25 5.72382 14.56792
## 5 Hoffacker Sinker 89.29882 2138.599 30.00 11.12749 7.75556
## 6 Hoffacker Sinker 90.39306 2303.675 26.25 12.15520 11.04347
## 7 Hoffacker Curveball 79.51228 2013.529 127.50 -11.35615 -2.01299
## 8 Hoffacker Curveball 79.14152 2049.958 123.75 -11.24595 -3.99693
## 9 Hoffacker Four-Seam 89.69349 2343.501 15.00 7.30386 13.15847
## 10 Hoffacker Sinker 87.81684 2124.162 26.25 10.06107 8.80056
## 11 Hoffacker Four-Seam 90.81042 2297.218 22.50 12.16654 12.56064
## 12 Hoffacker Sinker 89.66111 2288.690 26.25 14.61265 13.22457
## 13 Hoffacker Sinker 89.87053 2185.486 37.50 13.15367 4.99937
## 14 Hoffacker Sinker 90.97019 2265.917 30.00 11.69127 7.98890
## 15 Hoffacker Curveball 80.49326 2227.067 108.75 -10.01634 -11.09993
## 16 Hoffacker Curveball 76.89226 2116.407 112.50 -11.67890 -9.84378
## 17 Hoffacker Curveball 78.68927 2156.316 116.25 -13.34426 -8.22229
## 18 Hoffacker Slider 88.50578 2301.596 26.25 7.23075 7.45430
## 19 Hoffacker Curveball 80.13600 1941.082 108.75 -7.58867 -8.89575
## 20 Hoffacker Sinker 89.32411 2233.786 26.25 13.71902 12.54686
## 21 Hoffacker Sinker 89.25169 2272.529 26.25 13.53607 12.22544
## 22 Hoffacker Four-Seam 88.75236 2223.832 191.25 5.43737 13.84414
## 23 Hoffacker Four-Seam 89.31366 2261.750 22.50 9.09823 10.92229
## 24 Hoffacker Cutter 88.02519 2247.933 187.50 3.33551 11.32394
## 25 Hoffacker Curveball 79.99351 2250.923 112.50 -10.20670 -9.78272
## 26 Hoffacker Slider 88.07880 2143.698 22.50 3.37673 4.16701
## 27 Hoffacker Curveball 78.62255 2157.940 112.50 -11.73973 -10.54304
## 28 Hoffacker Four-Seam 89.12756 2228.085 18.75 5.59500 8.50922
## 29 Hoffacker Cutter 87.95005 2149.720 191.25 3.77815 9.29288
## 30 Hoffacker Sinker 89.40394 2210.910 22.50 12.18721 13.59375
## 31 Hoffacker Curveball 80.37141 2222.960 116.25 -9.84308 -6.87599
## 32 Hoffacker Four-Seam 88.19766 2157.895 15.00 6.72831 13.07076
## 33 Hoffacker Four-Seam 88.92965 2238.494 15.00 4.98626 10.45048
## 34 Hoffacker Curveball 79.78212 2139.192 123.75 -14.32339 -5.16394
## 35 Hoffacker Curveball 79.27913 2209.918 116.25 -11.47142 -7.09831
## 36 Hoffacker Curveball 79.83245 2037.373 120.00 -13.61194 -7.17449
## 37 Hoffacker Four-Seam 87.28791 2320.613 22.50 8.01934 10.08650
## 38 Hoffacker Slider 88.23115 2236.510 26.25 6.82115 6.74548
## 39 Hoffacker Curveball 76.72713 2069.254 108.75 -11.71465 -13.84477
## 40 Hoffacker Four-Seam 88.14765 2390.348 18.75 6.68382 10.97524
## 41 Hoffacker Curveball 77.30262 2100.410 120.00 -10.84426 -5.24799
## 42 Hoffacker Curveball 77.99295 2133.667 116.25 -12.20532 -7.32926
## 43 Hoffacker Curveball 77.18622 1847.987 108.75 -7.77280 -7.84280
## 44 Hoffacker Curveball 78.63354 2173.116 120.00 -13.22981 -5.94221
## 45 Hoffacker Cutter 88.27073 2356.909 191.25 3.28000 9.69918
## 46 Hoffacker Cutter 86.91142 2218.799 183.75 1.37000 10.36749
## 47 Hoffacker Slider 88.57714 2182.449 191.25 3.78626 8.97256
## 48 Hoffacker Curveball 79.49944 2214.197 116.25 -7.72811 -4.38559
## 49 Hoffacker Curveball 79.06665 2200.790 101.25 -4.39280 -11.06339
## 50 Hoffacker Curveball 78.80134 2134.209 108.75 -7.81788 -8.33304
## 51 Hoffacker Slider 88.40479 2084.187 176.25 -0.33831 5.37756
## 52 Hoffacker Cutter 87.93125 2149.948 191.25 3.50583 9.38792
Hoffacker_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_Sanford
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Four-Seam 89.27284 2226.189 15.00 8.18024 15.62497
## 2 Hoffacker Sinker 87.20802 2194.189 33.75 11.06985 6.39874
## 3 Hoffacker Slider 88.60050 2172.574 187.50 1.88417 7.47150
## 4 Hoffacker Sinker 88.98663 2264.615 33.75 11.92666 6.09130
## 5 Hoffacker Sinker 88.21392 2355.754 37.50 14.06009 4.22166
## 6 Hoffacker Curveball 77.23050 2213.971 108.75 -12.66402 -14.33044
## 7 Hoffacker Cutter 88.68584 2260.820 191.25 3.95571 10.19040
## 8 Hoffacker Curveball 78.33714 1997.197 120.00 -18.56599 -8.00296
## 9 Hoffacker Four-Seam 89.27355 2326.631 187.50 4.02020 13.06261
## 10 Hoffacker Cutter 88.51629 2181.838 15.00 5.37016 9.53197
## 11 Hoffacker Curveball 79.67674 2077.423 116.25 -15.42154 -9.37674
## 12 Hoffacker Curveball 77.42676 1760.548 112.50 -9.30012 -7.71304
## 13 Hoffacker Slider 88.68352 2102.671 183.75 0.10488 2.76551
## 14 Hoffacker Curveball 78.76386 1948.575 112.50 -11.51646 -10.01532
## 15 Hoffacker Sinker 89.78394 2193.808 37.50 12.14028 5.15351
## 16 Hoffacker Cutter 87.61794 2144.128 15.00 4.00107 7.39847
## 17 Hoffacker Curveball 78.17587 1966.443 127.50 -15.24269 -3.00847
## 18 Hoffacker Curveball 79.67462 2255.721 108.75 -9.95678 -13.15824
## 19 Hoffacker Sinker 89.08947 2205.316 30.00 13.09741 9.18540
## 20 Hoffacker Sinker 88.07513 1977.284 22.50 10.55379 10.89398
## 21 Hoffacker Sinker 87.89430 2049.446 30.00 11.12875 7.29827
## 22 Hoffacker Cutter 88.18363 2123.445 187.50 2.91240 10.69646
## 23 Hoffacker Sinker 88.00903 2006.604 37.50 14.20599 5.67548
## 24 Hoffacker Four-Seam 89.27284 2226.189 15.00 8.18024 15.62497
## 25 Hoffacker Sinker 87.20802 2194.189 33.75 11.06985 6.39874
## 26 Hoffacker Slider 88.60050 2172.574 187.50 1.88417 7.47150
## 27 Hoffacker Sinker 88.98663 2264.615 33.75 11.92666 6.09130
## 28 Hoffacker Sinker 88.21392 2355.754 37.50 14.06009 4.22166
## 29 Hoffacker Curveball 77.23050 2213.971 108.75 -12.66402 -14.33044
## 30 Hoffacker Cutter 88.68584 2260.820 191.25 3.95571 10.19040
## 31 Hoffacker Curveball 78.33714 1997.197 120.00 -18.56599 -8.00296
## 32 Hoffacker Four-Seam 89.27355 2326.631 187.50 4.02020 13.06261
## 33 Hoffacker Cutter 88.51629 2181.838 15.00 5.37016 9.53197
## 34 Hoffacker Curveball 79.67674 2077.423 116.25 -15.42154 -9.37674
## 35 Hoffacker Curveball 77.42676 1760.548 112.50 -9.30012 -7.71304
## 36 Hoffacker Slider 88.68352 2102.671 183.75 0.10488 2.76551
## 37 Hoffacker Curveball 78.76386 1948.575 112.50 -11.51646 -10.01532
## 38 Hoffacker Sinker 89.78394 2193.808 37.50 12.14028 5.15351
## 39 Hoffacker Cutter 87.61794 2144.128 15.00 4.00107 7.39847
## 40 Hoffacker Curveball 78.17587 1966.443 127.50 -15.24269 -3.00847
## 41 Hoffacker Curveball 79.67462 2255.721 108.75 -9.95678 -13.15824
## 42 Hoffacker Sinker 89.08947 2205.316 30.00 13.09741 9.18540
## 43 Hoffacker Sinker 88.07513 1977.284 22.50 10.55379 10.89398
## 44 Hoffacker Sinker 87.89430 2049.446 30.00 11.12875 7.29827
## 45 Hoffacker Cutter 88.18363 2123.445 187.50 2.91240 10.69646
## 46 Hoffacker Sinker 88.00903 2006.604 37.50 14.20599 5.67548
Hoffacker_UValley1 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-06-23") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_UValley1
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Sinker 88.32558 2196.793 26.25 12.17024 11.82556
## 2 Hoffacker Curveball 78.13797 1916.892 127.50 -14.10749 -2.14740
## 3 Hoffacker Curveball 78.66459 1979.420 127.50 -14.33757 -2.60134
## 4 Hoffacker Four-Seam 88.65938 2214.101 15.00 5.26611 11.75697
## 5 Hoffacker Curveball 77.27531 1812.115 131.25 -17.04497 -0.76980
## 6 Hoffacker Sinker 89.48101 2246.852 26.25 14.21375 11.36780
## 7 Hoffacker Four-Seam 88.26871 2220.974 18.75 7.88811 11.08335
## 8 Hoffacker Four-Seam 88.75166 1991.234 187.50 2.68012 13.59331
## 9 Hoffacker Curveball 77.60202 1850.827 127.50 -12.41438 -0.92362
## 10 Hoffacker Four-Seam 89.22426 2285.740 18.75 11.79642 16.68670
## 11 Hoffacker Curveball 78.34030 2014.584 135.00 -17.77843 1.58528
## 12 Hoffacker Four-Seam 88.49647 2221.708 18.75 11.28942 14.24268
## 13 Hoffacker Four-Seam 88.75792 2181.238 18.75 11.69343 17.76284
## 14 Hoffacker Curveball 79.33061 2001.189 112.50 -8.49355 -7.29918
## 15 Hoffacker Curveball 79.00688 2048.477 116.25 -10.59213 -7.17729
## 16 Hoffacker Four-Seam 89.79021 2286.315 18.75 8.02418 11.83674
## 17 Hoffacker Four-Seam 89.11002 2321.376 15.00 6.12414 13.11272
## 18 Hoffacker Slider 80.46787 2148.996 127.50 -10.56016 -1.48378
## 19 Hoffacker Curveball 79.72629 1972.309 116.25 -7.45012 -4.79170
## 20 Hoffacker Sinker 89.17004 2235.890 30.00 10.25253 7.50134
## 21 Hoffacker Sinker 89.40999 2117.901 26.25 17.66938 14.39422
## 22 Hoffacker Curveball 79.20397 1904.564 135.00 -11.74016 0.87709
## 23 Hoffacker Slider 80.41700 2062.965 131.25 -9.21339 0.61429
## 24 Hoffacker Four-Seam 90.97222 2304.245 18.75 10.91690 16.54379
## 25 Hoffacker Slider 81.54305 2017.310 131.25 -5.24890 0.47169
## 26 Hoffacker Four-Seam 89.09431 2150.311 18.75 10.17064 13.98505
## 27 Hoffacker Sinker 89.73158 2180.603 22.50 11.88217 11.75201
## 28 Hoffacker Slider 79.39067 1805.229 138.75 -6.23744 2.37650
## 29 Hoffacker Slider 80.05975 1925.598 127.50 -8.25607 -0.37748
Hoffacker_Bristol2 <- x %>%
filter(BatterTeam == "BRI_B", Date == "2023-06-28") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_Bristol2
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Cutter 88.93017 2245.050 183.75 1.20776 9.83819
## 2 Hoffacker Curveball 77.19169 1936.396 112.50 -8.45890 -7.63103
## 3 Hoffacker Four-Seam 88.74300 2261.708 18.75 6.42933 9.76111
## 4 Hoffacker Four-Seam 89.56246 2238.298 187.50 2.81083 9.92815
## 5 Hoffacker Four-Seam 90.24508 2324.461 18.75 6.85201 11.23741
## 6 Hoffacker Four-Seam 89.15816 2271.365 18.75 6.39205 10.41335
## 7 Hoffacker Curveball 78.98526 2109.144 108.75 -7.42563 -7.71300
## 8 Hoffacker Cutter 88.66758 2257.250 187.50 2.07201 8.92599
## 9 Hoffacker Slider 91.06653 2322.816 18.75 3.95323 5.74544
## 10 Hoffacker Sinker 90.54556 2264.901 37.50 14.43954 4.27358
## 11 Hoffacker Sinker 89.49530 2279.246 26.25 8.21048 7.20819
## 12 Hoffacker Sinker 89.65679 2274.643 26.25 9.44493 7.40248
## 13 Hoffacker Cutter 89.67136 2327.656 191.25 3.91410 9.39843
## 14 Hoffacker Four-Seam 89.00455 2431.601 191.25 4.77701 11.69312
## 15 Hoffacker Curveball 78.95041 2039.768 112.50 -10.01158 -7.46894
## 16 Hoffacker Curveball 76.91736 1904.907 108.75 -9.06871 -9.22276
## 17 Hoffacker Curveball 77.92540 1777.405 105.00 -6.19835 -7.74914
## 18 Hoffacker Sinker 88.19028 2165.502 22.50 11.35127 11.73292
## 19 Hoffacker Curveball 79.51454 2005.130 123.75 -14.89044 -3.99776
## 20 Hoffacker Cutter 88.46637 2165.465 187.50 2.56579 10.15441
## 21 Hoffacker Sinker 90.14432 2359.478 26.25 13.43375 10.88323
## 22 Hoffacker Curveball 78.52142 1898.216 108.75 -6.93410 -8.60347
## 23 Hoffacker Four-Seam 89.95594 2377.897 18.75 9.07977 13.90812
## 24 Hoffacker Changeup 84.64991 2092.966 18.75 13.33426 17.00072
## 25 Hoffacker Curveball 80.19620 1941.169 105.00 -6.43933 -9.42375
## 26 Hoffacker Cutter 88.77178 2385.569 15.00 5.19961 9.43855
## 27 Hoffacker Four-Seam 88.94123 2421.455 15.00 5.37425 10.10028
## 28 Hoffacker Cutter 89.35798 2395.509 183.75 0.84705 10.85406
## 29 Hoffacker Slider 88.12728 2394.929 15.00 2.56492 5.94032
## 30 Hoffacker Curveball 78.61691 2157.229 120.00 -15.14304 -7.10949
## 31 Hoffacker Slider 89.80938 2373.481 15.00 3.34795 7.03063
## 32 Hoffacker Curveball 77.61177 2013.169 131.25 -14.90068 -0.28909
## 33 Hoffacker Four-Seam 88.40728 2287.911 187.50 3.52177 12.59993
## 34 Hoffacker Cutter 89.01422 2281.725 191.25 3.79189 9.34138
## 35 Hoffacker Sinker 89.62973 2327.074 30.00 13.28820 8.09819
## 36 Hoffacker Curveball 78.64080 2140.379 116.25 -13.34048 -7.95752
## 37 Hoffacker Four-Seam 89.75317 2299.380 191.25 4.35536 12.57083
## 38 Hoffacker Cutter 88.87728 2175.593 191.25 3.49559 8.66182
## 39 Hoffacker Four-Seam 89.49538 2328.813 15.00 5.58492 11.14552
## 40 Hoffacker Four-Seam 89.82590 2284.741 15.00 6.25189 13.12040
Hoffacker_UValley2 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-03") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_UValley2
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Sinker 89.40405 2145.194 30.00 13.08827 8.41044
## 2 Hoffacker Curveball 77.00703 2041.409 127.50 -12.30174 -1.42213
## 3 Hoffacker Sinker 88.44895 2195.505 26.25 13.98473 12.62012
## 4 Hoffacker Four-Seam 89.16810 2309.400 15.00 7.93390 15.55548
## 5 Hoffacker Curveball 79.31780 2235.674 123.75 -15.48119 -4.38634
## 6 Hoffacker Four-Seam 88.67704 2147.195 15.00 7.08941 11.91953
## 7 Hoffacker Four-Seam 88.15928 2081.233 187.50 2.75579 13.00406
## 8 Hoffacker Curveball 78.47679 2062.613 127.50 -11.48162 -1.29350
## 9 Hoffacker Sinker 89.32284 2180.739 26.25 13.60800 11.05123
## 10 Hoffacker Four-Seam 89.54973 2153.812 15.00 5.72760 12.32446
## 11 Hoffacker Four-Seam 89.60381 2297.448 187.50 3.32914 16.20206
## 12 Hoffacker Four-Seam 89.43828 2211.875 191.25 4.15717 11.90099
## 13 Hoffacker Four-Seam 87.81382 2215.426 183.75 1.76083 14.14154
## 14 Hoffacker Four-Seam 89.49336 2326.349 18.75 5.63402 8.62741
## 15 Hoffacker Four-Seam 88.98271 2259.976 18.75 7.47130 10.58438
## 16 Hoffacker Curveball 79.40408 1934.349 97.50 -2.65000 -8.11115
## 17 Hoffacker Curveball 78.17967 2062.773 123.75 -14.22709 -4.25705
## 18 Hoffacker Sinker 89.88889 2168.029 26.25 13.85013 11.10914
## 19 Hoffacker Curveball 77.93262 1770.086 123.75 -15.30477 -4.57740
## 20 Hoffacker Curveball 78.47563 1868.706 127.50 -15.36166 -1.82654
## 21 Hoffacker Curveball 78.22022 1606.920 105.00 -4.39949 -6.11363
## 22 Hoffacker Four-Seam 88.47766 2166.269 18.75 8.37024 12.94509
## 23 Hoffacker Sinker 89.01265 2249.673 22.50 12.45796 14.47170
## 24 Hoffacker Four-Seam 88.43188 2142.436 18.75 12.95123 17.10182
## 25 Hoffacker Curveball 77.28672 2081.713 120.00 -12.78918 -6.36575
## 26 Hoffacker Sinker 88.12661 2106.916 22.50 12.57426 14.50158
## 27 Hoffacker Curveball 78.43334 1901.520 123.75 -14.09635 -3.97110
## 28 Hoffacker Sinker 88.29796 2158.738 26.25 14.95611 13.30229
## 29 Hoffacker Curveball 78.86128 1855.072 127.50 -11.87816 -2.12933
Hoffacker_ValleyBlueSox <- x %>%
filter(BatterTeam == "VAL_BLU") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Hoffacker_ValleyBlueSox
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Hoffacker Four-Seam 90.01855 2273.354 183.75 1.75606 12.36737
## 2 Hoffacker Cutter 88.93999 2289.136 15.00 4.87402 9.44036
## 3 Hoffacker Four-Seam 89.17891 2285.631 187.50 3.08599 12.31930
## 4 Hoffacker Four-Seam 88.57356 2234.944 191.25 4.42571 12.23855
## 5 Hoffacker Cutter 89.29660 2229.098 180.00 -0.05669 11.15008
## 6 Hoffacker Sinker 90.03872 2179.064 41.25 15.55812 2.50114
## 7 Hoffacker Four-Seam 89.44051 2279.440 183.75 2.26752 13.24131
## 8 Hoffacker Four-Seam 88.93017 2020.999 15.00 4.72768 9.33414
## 9 Hoffacker Sinker 89.50254 2171.829 33.75 11.86296 6.33689
## 10 Hoffacker Four-Seam 89.94984 2290.082 191.25 3.93949 10.61382
## 11 Hoffacker Slider 89.25459 2131.390 15.00 2.21532 5.26095
## 12 Hoffacker Cutter 89.13197 2172.053 183.75 0.96370 10.87686
## 13 Hoffacker Curveball 77.35994 2072.711 116.25 -14.23383 -10.05902
## 14 Hoffacker Curveball 78.84219 1971.997 112.50 -13.76528 -11.18831
## 15 Hoffacker Sinker 90.01432 2314.373 26.25 9.13871 8.54292
## 16 Hoffacker Four-Seam 88.90435 2339.339 22.50 7.91272 9.16788
## 17 Hoffacker Sinker 89.79378 2333.019 26.25 10.13418 8.99520
## 18 Hoffacker Curveball 79.42501 2225.321 116.25 -10.44745 -6.86115
## 19 Hoffacker Slider 88.14598 2196.984 15.00 3.67075 7.00701
## 20 Hoffacker Curveball 78.09932 2063.130 116.25 -12.70666 -7.25658
## 21 Hoffacker Four-Seam 89.47381 2261.231 18.75 9.11886 13.64572
## 22 Hoffacker Cutter 88.97317 2195.224 191.25 3.05449 9.02174
## 23 Hoffacker Four-Seam 89.36489 2248.685 22.50 12.27863 14.98469
## 24 Hoffacker Cutter 88.89797 2164.689 22.50 5.06276 6.40079
## 25 Hoffacker Cutter 88.92963 2193.731 18.75 3.55799 6.18626
## Warning: Removed 8 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")