Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Metzger | Changeup | 16 | 5 | 11 | 68.75% | 31.25% |
Metzger | Curveball | 28 | 10 | 18 | 64.29% | 35.71% |
Metzger | Four-Seam | 3 | 1 | 2 | 66.67% | 33.33% |
Metzger | Sinker | 62 | 18 | 44 | 70.97% | 29.03% |
Metzger | Slider | 78 | 24 | 54 | 69.23% | 30.77% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Metzger | Changeup | 16 | 5 | 11 | 76.92666 | 1,310.655 | 5.711116 | 12.089788 | 56.95312 | 68.75% | 31.25% |
Metzger | Curveball | 28 | 10 | 18 | 74.60856 | 1,980.466 | 5.746623 | -9.919075 | 146.38393 | 64.29% | 35.71% |
Metzger | Four-Seam | 3 | 1 | 2 | 88.93384 | 2,196.364 | 17.553340 | 10.101030 | 75.00000 | 66.67% | 33.33% |
Metzger | Sinker | 62 | 18 | 44 | 88.80230 | 2,149.641 | 11.545995 | 17.339506 | 29.57661 | 70.97% | 29.03% |
Metzger | Slider | 78 | 24 | 54 | 81.93635 | 1,956.256 | 7.905165 | -1.671331 | 170.38462 | 69.23% | 30.77% |
Metzger_Danbury <- x %>%
filter(BatterTeam == "DAN_WES") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Metzger_Danbury
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Metzger Sinker 88.97801 2027.853 26.25 15.49170 12.26048
## 2 Metzger Sinker 90.34021 2184.783 26.25 15.73036 13.03292
## 3 Metzger Sinker 90.34709 2205.923 26.25 15.56257 12.78922
## 4 Metzger Sinker 90.13480 2199.848 30.00 19.63281 13.11879
## 5 Metzger Slider 84.92172 2084.131 183.75 1.26823 11.81233
## 6 Metzger Slider 84.27257 2080.060 172.50 -1.89910 9.33674
## 7 Metzger Curveball 76.59647 2119.393 142.50 -8.26248 3.97134
## 8 Metzger Sinker 90.35983 2169.285 26.25 18.55753 14.10257
## 9 Metzger Slider 83.94762 2046.118 183.75 0.59858 6.83626
## 10 Metzger Slider 83.05350 2026.845 172.50 -2.34079 9.60768
## 11 Metzger Sinker 89.77782 2290.763 26.25 16.09052 14.36792
## 12 Metzger Slider 84.01585 2070.355 183.75 0.95457 10.12190
## 13 Metzger Slider 83.46778 2017.167 180.00 0.20437 10.78615
## 14 Metzger Four-Seam 89.91555 2264.522 15.00 11.96264 19.99501
## 15 Metzger Slider 83.51737 2090.718 176.25 -0.95079 9.59213
## 16 Metzger Sinker 89.93878 2327.833 22.50 16.91025 17.88454
## 17 Metzger Slider 79.18659 2039.107 161.25 -5.19961 7.83276
## 18 Metzger Slider 83.90115 2051.639 176.25 -0.54622 8.79422
## 19 Metzger Sinker 89.41048 2225.617 26.25 16.10253 12.83048
## 20 Metzger Slider 83.19999 1869.887 168.75 -3.91685 12.93875
## 21 Metzger Slider 84.48611 1934.903 180.00 -0.29559 12.51524
## 22 Metzger Four-Seam 90.02789 2161.959 22.50 12.95442 15.20091
## 23 Metzger Changeup 76.26034 1264.802 172.50 -5.05256 22.39938
## 24 Metzger Slider 83.90470 1998.073 165.00 -4.46697 8.06079
## 25 Metzger Sinker 90.04292 2250.659 26.25 17.87548 13.89304
## 26 Metzger Sinker 90.24715 2236.248 22.50 14.89406 14.40170
## 27 Metzger Changeup 78.64067 1535.304 26.25 8.87048 9.27666
## 28 Metzger Sinker 87.82415 2091.742 26.25 15.36099 13.65576
## 29 Metzger Sinker 87.18454 2110.847 33.75 16.82895 9.41367
## 30 Metzger Slider 83.43809 2052.760 180.00 -0.40583 8.30217
## 31 Metzger Slider 83.12355 2111.692 168.75 -3.89295 10.44182
## 32 Metzger Slider 82.55421 1997.326 176.25 -1.34827 10.11339
## 33 Metzger Sinker 87.98544 2120.017 26.25 18.71194 14.04202
## 34 Metzger Sinker 89.72568 2062.526 22.50 13.87280 15.14481
## 35 Metzger Curveball 76.75616 2062.269 146.25 -8.87367 5.81922
## 36 Metzger Curveball 75.64967 1850.135 168.75 -4.73201 13.31363
## 37 Metzger Slider 83.20950 1970.970 165.00 -4.92260 10.55091
## 38 Metzger Curveball 73.99308 1945.440 146.25 -6.77867 5.24351
## 39 Metzger Curveball 75.68866 1825.036 165.00 -6.19748 12.06827
## 40 Metzger Slider 83.04901 2071.815 172.50 -2.61933 10.83957
## 41 Metzger Slider 83.86841 2045.469 172.50 -2.14433 9.59193
## 42 Metzger Sinker 88.67480 2155.025 30.00 18.14277 11.70560
## 43 Metzger Slider 83.69844 2049.971 172.50 -2.65921 10.36095
## 44 Metzger Curveball 75.52326 2084.924 153.75 -8.55867 8.37437
## 45 Metzger Curveball 77.25415 1929.091 153.75 -7.69213 7.94752
## 46 Metzger Changeup 75.35346 1387.829 191.25 5.09607 13.56611
## 47 Metzger Sinker 88.24402 2095.103 26.25 14.22237 12.60981
## 48 Metzger Slider 83.42684 1966.116 180.00 -0.73701 12.60914
## 49 Metzger Slider 83.21013 2043.402 165.00 -3.05591 7.56315
## 50 Metzger Curveball 76.32097 1973.820 150.00 -15.70221 10.23312
## 51 Metzger Sinker 88.04613 2100.121 26.25 18.17611 13.59902
## 52 Metzger Sinker 88.56936 2073.242 26.25 17.74340 13.47434
## 53 Metzger Sinker 90.06359 2194.394 22.50 13.49650 13.87717
## 54 Metzger Sinker 88.28827 2051.272 26.25 13.48477 11.13032
Metz_OState <- x %>%
filter(BatterTeam == "OCE_STA6") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Metz_OState
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Metzger Slider 80.65472 1869.063 172.50 -0.92354 5.30453
## 2 Metzger Slider 82.02982 1933.945 172.50 -1.35532 5.79071
## 3 Metzger Slider 81.00062 1960.454 15.00 1.58980 4.27591
## 4 Metzger Slider 80.55970 1990.478 172.50 -1.89256 7.70808
## 5 Metzger Sinker 87.56445 2189.908 33.75 18.31529 8.37351
## 6 Metzger Curveball 73.75142 1984.104 153.75 -6.14268 7.16993
## 7 Metzger Slider 80.91329 1889.108 165.00 -2.96945 6.05772
## 8 Metzger Curveball 74.54588 1986.514 138.75 -14.85143 4.10866
## 9 Metzger Sinker 89.14135 2209.456 33.75 18.68690 8.83489
## 10 Metzger Slider 80.83152 1876.282 168.75 -1.80988 5.70583
## 11 Metzger Sinker 88.24953 2228.571 33.75 18.89123 8.40016
## 12 Metzger Curveball 75.21680 2041.320 135.00 -17.93442 3.26823
## 13 Metzger Sinker 90.06469 2168.865 33.75 19.01068 10.39642
## 14 Metzger Curveball 74.74502 1964.149 146.25 -13.13851 6.15008
## 15 Metzger Curveball 74.35982 1977.644 138.75 -12.44099 4.31540
## 16 Metzger Sinker 90.11184 2216.700 30.00 17.14304 10.43914
## 17 Metzger Curveball 72.12962 1861.919 123.75 -13.45064 -3.01575
## 18 Metzger Slider 81.45292 1947.831 168.75 -2.74559 7.47780
## 19 Metzger Four-Seam 86.85809 2162.610 187.50 5.38603 17.46410
## 20 Metzger Slider 81.06553 1930.806 176.25 -0.89039 9.02989
## 21 Metzger Slider 80.12523 1935.785 168.75 -2.63701 6.82402
## 22 Metzger Curveball 73.81738 2000.464 135.00 -10.74808 2.41500
## 23 Metzger Slider 79.37628 1957.078 176.25 -1.31000 8.67461
## 24 Metzger Sinker 88.40534 2035.944 30.00 17.38332 9.93315
## 25 Metzger Sinker 88.39804 2165.536 30.00 14.03103 10.43603
## 26 Metzger Slider 80.87978 1857.865 161.25 -1.70272 3.35193
## 27 Metzger Slider 80.70737 1857.456 180.00 -0.02528 4.93189
## 28 Metzger Curveball 76.01761 2071.379 153.75 -7.48115 7.26115
## 29 Metzger Sinker 90.46114 2166.170 30.00 16.66469 11.16603
## 30 Metzger Sinker 91.28271 2208.097 33.75 17.89871 9.71678
## 31 Metzger Slider 81.92261 1937.098 165.00 -2.71579 5.38418
## 32 Metzger Sinker 89.71744 2167.130 33.75 18.45812 8.90977
## 33 Metzger Curveball 72.94515 1965.817 135.00 -9.36599 1.86142
## 34 Metzger Curveball 72.07952 1995.160 142.50 -12.48056 5.23981
## 35 Metzger Slider 78.82340 1901.988 168.75 -2.45201 7.08441
## 36 Metzger Slider 78.78558 1955.663 172.50 -1.34252 8.21264
## 37 Metzger Sinker 87.79458 2126.718 30.00 16.23166 9.72721
## 38 Metzger Slider 81.34835 1868.987 157.50 -3.99666 5.31386
## 39 Metzger Slider 80.00535 1915.141 176.25 -0.65461 8.04422
## 40 Metzger Slider 77.95804 1876.850 161.25 -3.11378 5.41382
## 41 Metzger Changeup 85.42693 2030.625 30.00 16.89402 9.89819
## 42 Metzger Sinker 88.38436 2109.095 30.00 16.66875 9.82276
## 43 Metzger Sinker 87.80881 2048.086 33.75 16.02843 8.25957
## 44 Metzger Changeup 72.45345 1095.150 41.25 12.08107 3.64544
## 45 Metzger Changeup 74.94640 1125.057 45.00 12.81485 1.18331
## 46 Metzger Slider 82.53963 1868.110 180.00 0.04543 6.01567
## 47 Metzger Slider 80.59842 1891.605 172.50 -1.00843 4.78953
## 48 Metzger Curveball 73.12493 1869.097 142.50 -11.16745 5.32079
## 49 Metzger Curveball 75.11113 2020.565 131.25 -12.74009 0.61421
## 50 Metzger Sinker 87.59240 2141.920 33.75 17.63572 8.86225
## 51 Metzger Slider 81.39708 2002.382 180.00 -0.03079 7.94166
## 52 Metzger Slider 81.23002 1946.597 168.75 -1.92996 5.60126
## 53 Metzger Slider 82.34871 1956.363 191.25 3.07492 8.30796
## 54 Metzger Changeup 82.27800 1984.364 22.50 5.95500 6.90457
## 55 Metzger Slider 81.66283 1965.453 176.25 -0.62575 7.08914
## 56 Metzger Curveball 75.98217 1999.040 161.25 -4.66225 8.08107
## 57 Metzger Slider 80.83484 1912.094 180.00 -0.00083 8.17083
## 58 Metzger Slider 80.43580 1897.119 165.00 -3.08563 5.95504
## 59 Metzger Curveball 75.39528 2069.904 138.75 -12.03560 3.70457
## 60 Metzger Sinker 88.60360 2130.084 30.00 15.57544 11.03993
## 61 Metzger Slider 82.08555 1892.296 180.00 0.17953 4.58516
## 62 Metzger Curveball 73.27563 1944.012 138.75 -10.59130 3.44193
## 63 Metzger Slider 82.08881 2002.203 180.00 0.37035 10.79910
## 64 Metzger Slider 81.44489 2042.598 180.00 -0.45587 10.24300
## 65 Metzger Sinker 90.07218 2265.987 30.00 20.36273 13.08426
## 66 Metzger Curveball 72.86551 1941.286 142.50 -9.72327 3.85366
## 67 Metzger Slider 80.27135 1952.010 183.75 0.74591 5.58642
## 68 Metzger Changeup 71.96347 1146.877 37.50 16.32237 6.99363
## 69 Metzger Changeup 72.79053 1124.757 48.75 16.05399 -1.09449
Metz_Vineyard <- x %>%
filter(BatterTeam == "MAR_VIN") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Metz_Vineyard
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Metzger Slider 81.63463 2018.434 168.75 -1.55563 5.77638
## 2 Metzger Slider 81.05206 1975.502 161.25 -4.47256 6.70571
## 3 Metzger Sinker 89.10082 2229.389 33.75 22.51836 11.68225
## 4 Metzger Slider 82.68485 1966.690 172.50 -1.73134 9.81654
## 5 Metzger Curveball 73.73828 2016.820 142.50 -12.49835 4.64008
## 6 Metzger Changeup 76.39591 1082.209 52.50 19.20836 -2.45169
## 7 Metzger Slider 83.81596 1983.494 183.75 1.11012 7.79985
## 8 Metzger Changeup 77.98224 1199.375 45.00 17.48556 1.30917
## 9 Metzger Sinker 90.14635 2279.214 30.00 17.44792 10.92312
## 10 Metzger Curveball 75.00105 2051.662 153.75 -7.08681 6.76264
## 11 Metzger Slider 84.06309 2074.148 168.75 -2.57969 8.10524
## 12 Metzger Sinker 89.55652 2222.170 22.50 15.89371 17.75918
## 13 Metzger Curveball 75.38247 2120.970 153.75 -8.02434 7.98599
## 14 Metzger Changeup 76.71882 1204.114 33.75 10.90505 5.71410
## 15 Metzger Sinker 89.00172 2158.877 37.50 21.40269 7.41516
## 16 Metzger Sinker 90.18264 2151.246 33.75 19.53564 8.17819
## 17 Metzger Changeup 77.58831 1281.846 45.00 16.06513 2.46677
## 18 Metzger Slider 84.31320 2050.861 172.50 -1.97106 8.29579
## 19 Metzger Sinker 88.17956 2077.772 37.50 19.72718 6.99792
## 20 Metzger Slider 82.23830 1933.545 161.25 -5.61595 8.49532
## 21 Metzger Slider 82.51538 1959.452 153.75 -4.31457 4.66390
## 22 Metzger Slider 81.73209 1904.988 165.00 -3.79831 8.97040
## 23 Metzger Slider 81.26144 1913.294 180.00 -0.41669 7.99185
## 24 Metzger Sinker 87.62033 2110.097 33.75 19.03056 7.96335
## 25 Metzger Slider 80.02001 1906.243 153.75 -5.38331 5.62418
## 26 Metzger Sinker 86.81506 2058.101 22.50 14.01477 14.64272
## 27 Metzger Sinker 87.79375 2117.498 26.25 15.39056 12.37166
## 28 Metzger Changeup 78.38361 1107.414 45.00 12.30705 1.02244
## 29 Metzger Sinker 89.74742 2196.379 30.00 19.51548 12.12072
## 30 Metzger Slider 81.57054 1869.201 153.75 -2.15205 3.10815
## 31 Metzger Slider 79.17696 1858.709 161.25 -5.63693 9.67725
## 32 Metzger Slider 81.39225 1882.235 176.25 -0.62425 5.94512
## 33 Metzger Slider 81.44431 1922.100 172.50 -3.17410 11.64142
## 34 Metzger Changeup 74.65241 1066.577 33.75 13.49737 7.02485
## 35 Metzger Sinker 87.69149 2133.497 30.00 18.33099 11.94056
## 36 Metzger Sinker 89.20335 2111.017 33.75 20.40895 9.60745
## 37 Metzger Slider 80.69325 1839.452 176.25 -0.53980 7.65422
## 38 Metzger Sinker 88.50305 2150.922 30.00 20.52348 13.22576
## 39 Metzger Sinker 88.73560 2081.578 33.75 19.20623 9.52831
## 40 Metzger Slider 82.45028 1963.021 180.00 0.06492 6.34181
## 41 Metzger Sinker 87.83240 1977.849 30.00 18.38584 11.57760
## 42 Metzger Slider 82.36413 1894.323 187.50 0.99583 6.12303
## 43 Metzger Sinker 87.85776 2085.327 33.75 19.73662 10.96060
## 44 Metzger Sinker 87.85479 2086.548 33.75 16.74776 7.27961
## 45 Metzger Sinker 87.33762 2101.979 30.00 16.25548 11.86638
## 46 Metzger Slider 81.59751 1920.850 168.75 -2.90571 9.60910
## 47 Metzger Sinker 87.33349 2043.716 30.00 13.95103 10.58564
## 48 Metzger Slider 82.73623 1926.765 161.25 -2.13567 4.15221
## 49 Metzger Sinker 88.49602 2208.125 26.25 14.12615 11.13556
## 50 Metzger Slider 81.76615 1917.901 180.00 0.53488 11.00335
## 51 Metzger Sinker 87.87723 2135.532 30.00 17.03717 11.59190
## 52 Metzger Sinker 87.78523 2144.837 30.00 19.47832 13.89150
## 53 Metzger Slider 81.79800 1864.671 161.25 -5.49835 7.93725
## 54 Metzger Changeup 78.99202 1334.190 41.25 14.93280 3.51941
## 55 Metzger Slider 82.55949 1910.121 172.50 -1.98831 7.57225
## 56 Metzger Sinker 88.63623 2255.471 33.75 18.43281 9.93308
## 57 Metzger Curveball 71.77261 1781.106 165.00 -4.37288 10.75560
## 58 Metzger Slider 81.89217 1875.941 176.25 -0.34382 5.74611
## 59 Metzger Sinker 87.77632 2137.028 26.25 15.30485 14.14595
## 60 Metzger Slider 81.87395 1948.878 172.50 -2.52516 9.15422
## 61 Metzger Sinker 87.61795 2157.748 30.00 16.62025 10.83048
## 62 Metzger Slider 82.72216 1933.528 180.00 -0.22398 8.66020
## 63 Metzger Sinker 89.22413 2114.479 30.00 20.15245 12.96103
## 64 Metzger Slider 82.83589 1964.386 176.25 -1.43831 11.75320
## Warning: Removed 5 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")