Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Carpenter | Changeup | 70 | 28 | 42 | 60.00% | 40.00% |
Carpenter | Curveball | 16 | 11 | 5 | 31.25% | 68.75% |
Carpenter | Four-Seam | 2 | 0 | 2 | 100.00% | 0.00% |
Carpenter | Sinker | 2 | 1 | 1 | 50.00% | 50.00% |
Carpenter | Slider | 4 | 1 | 3 | 75.00% | 25.00% |
Carpenter | Splitter | 5 | 3 | 2 | 40.00% | 60.00% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Carpenter | Changeup | 70 | 28 | 42 | 81.59983 | 2,091.561 | 11.0377529 | -17.466013 | 146.83929 | 60.00% | 40.00% |
Carpenter | Curveball | 16 | 11 | 5 | 74.30236 | 2,629.748 | -0.8466987 | 6.451738 | 53.67188 | 31.25% | 68.75% |
Carpenter | Four-Seam | 2 | 0 | 2 | 85.27193 | 2,301.558 | 15.6054800 | -12.084105 | 159.37500 | 100.00% | 0.00% |
Carpenter | Sinker | 2 | 1 | 1 | 84.61071 | 2,225.222 | 11.9007000 | -11.578885 | 157.50000 | 50.00% | 50.00% |
Carpenter | Slider | 4 | 1 | 3 | 75.07688 | 2,322.028 | 3.6993625 | 6.242000 | 34.68750 | 75.00% | 25.00% |
Carpenter | Splitter | 5 | 3 | 2 | 84.52006 | 2,254.832 | 19.7519740 | -18.308544 | 157.50000 | 40.00% | 60.00% |
Carp_OState <- x %>%
filter(BatterTeam == "OCE_STA6") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_OState
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Sinker 84.57739 2238.615 161.25 -9.20863 12.03446
## 2 Carpenter Changeup 76.90999 1436.988 142.50 -14.08442 6.06890
## 3 Carpenter Slider 76.06410 1526.657 37.50 1.06035 1.80146
## 4 Carpenter Changeup 85.28277 2178.089 150.00 -15.07194 8.72571
## 5 Carpenter Changeup 77.17160 1478.986 131.25 -13.10335 -0.37327
## 6 Carpenter Changeup 74.86073 1534.759 142.50 -14.90658 6.61642
## 7 Carpenter Changeup 77.26427 1464.091 150.00 -9.15528 6.54465
## 8 Carpenter Four-Seam 85.02281 2276.125 157.50 -12.60568 14.95170
## 9 Carpenter Four-Seam 85.52104 2326.991 161.25 -11.56253 16.25926
## 10 Carpenter Sinker 84.64403 2211.830 153.75 -13.94914 11.76694
## 11 Carpenter Curveball 74.27600 2719.787 60.00 11.62501 -4.32233
Carp_UValley <- x %>%
filter(BatterTeam == "UPP_VAL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_UValley
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Changeup 82.57613 2107.566 161.25 -12.25032 18.85044
## 2 Carpenter Changeup 84.91721 2225.053 157.50 -18.05383 17.73485
## 3 Carpenter Splitter 84.56658 2197.227 157.50 -16.56851 19.49521
## 4 Carpenter Changeup 84.18590 2164.866 153.75 -18.58375 17.15158
## 5 Carpenter Splitter 85.28583 2278.884 157.50 -16.33150 19.68974
## 6 Carpenter Curveball 74.05654 2482.663 18.75 4.34347 7.81268
## 7 Carpenter Splitter 83.89859 2238.526 157.50 -17.76249 19.64332
## 8 Carpenter Changeup 83.92993 2045.407 153.75 -17.96328 15.36048
## 9 Carpenter Splitter 84.84373 2312.708 157.50 -20.43733 20.22879
## 10 Carpenter Changeup 84.21922 2217.101 153.75 -20.09828 15.69757
## 11 Carpenter Changeup 83.64016 2091.842 150.00 -20.25422 11.99662
## 12 Carpenter Changeup 77.64913 1498.200 150.00 -20.30407 12.04489
## 13 Carpenter Changeup 83.97290 2112.821 150.00 -20.81387 14.16217
## 14 Carpenter Slider 74.42370 2484.542 26.25 4.95299 5.44331
## 15 Carpenter Changeup 83.89956 2195.397 153.75 -21.62202 15.97607
## 16 Carpenter Slider 74.96005 2677.258 41.25 10.84666 2.91425
## 17 Carpenter Changeup 83.91021 2212.777 146.25 -20.96056 10.30071
## 18 Carpenter Curveball 76.20923 2680.729 52.50 8.28957 -0.55795
## 19 Carpenter Changeup 76.06871 1546.884 150.00 -15.88843 11.11575
## 20 Carpenter Changeup 85.60770 2333.275 150.00 -20.86233 12.37658
## 21 Carpenter Curveball 74.10801 2582.891 48.75 11.03721 0.23744
## 22 Carpenter Changeup 83.48002 2186.202 150.00 -18.02840 13.09457
## 23 Carpenter Slider 74.85967 2599.654 33.75 8.10800 4.63843
## 24 Carpenter Curveball 75.43482 2697.805 37.50 8.19819 4.58532
## 25 Carpenter Changeup 83.54738 2190.810 153.75 -12.74981 12.58969
## 26 Carpenter Changeup 83.87516 2260.880 157.50 -12.13162 13.50898
## 27 Carpenter Changeup 82.83320 2191.986 153.75 -14.32623 12.30721
## 28 Carpenter Changeup 82.71841 2291.635 157.50 -14.69308 15.42438
## 29 Carpenter Changeup 84.49994 2296.954 153.75 -15.75674 14.69233
Carp_Newport <- x %>%
filter(BatterTeam == "NEW_GUL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_Newport
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Curveball 74.84774 2572.196 22.50 2.57421 4.27862
## 2 Carpenter Changeup 84.47528 2186.684 157.50 -16.17213 15.95938
## 3 Carpenter Changeup 84.61172 2199.222 153.75 -16.27343 14.61119
Carp_Bristol1 <- x %>%
filter(BatterTeam == "BRI_B", Date == "2023-06-28") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_Bristol1
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Changeup 84.53593 2299.360 153.75 -18.05627 14.75950
## 2 Carpenter Curveball 76.45741 2626.043 37.50 2.94799 2.03146
## 3 Carpenter Changeup 83.36168 2265.450 150.00 -19.65288 14.06859
## 4 Carpenter Changeup 84.31147 2318.937 153.75 -17.40025 13.74430
## 5 Carpenter Changeup 84.05417 2369.173 153.75 -17.54198 15.09595
## 6 Carpenter Changeup 85.09343 2335.735 150.00 -18.41907 13.19973
## 7 Carpenter Changeup 84.33474 2290.058 150.00 -17.74985 12.62174
## 8 Carpenter Changeup 83.94066 2309.226 150.00 -18.90379 13.29300
## 9 Carpenter Changeup 84.00600 2273.498 146.25 -21.40446 9.04835
## 10 Carpenter Changeup 74.59199 1544.291 146.25 -17.76910 8.44898
Carp_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_Sanford
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Changeup 81.80265 2235.177 150.00 -21.11170 13.14497
## 2 Carpenter Changeup 81.80611 2235.781 146.25 -20.08875 11.34327
## 3 Carpenter Curveball 74.23608 2527.387 63.75 4.62843 -2.32165
## 4 Carpenter Changeup 80.94683 2192.994 157.50 -16.02284 17.44954
## 5 Carpenter Changeup 82.05009 2204.035 146.25 -18.49304 9.80772
## 6 Carpenter Changeup 83.04850 2243.217 150.00 -18.65942 11.92607
## 7 Carpenter Changeup 81.39055 2103.900 146.25 -9.87272 4.91910
## 8 Carpenter Changeup 81.18698 2160.425 127.50 -18.55036 -2.85106
## 9 Carpenter Changeup 81.28563 2129.657 146.25 -11.67914 7.00402
## 10 Carpenter Changeup 73.03912 1655.009 138.75 -20.43800 5.26225
## 11 Carpenter Curveball 72.80210 2527.764 71.25 0.35327 1.37886
## 12 Carpenter Changeup 81.73018 2228.455 157.50 -11.80194 12.31745
## 13 Carpenter Changeup 73.85016 1605.617 138.75 -20.38745 3.40020
## 14 Carpenter Changeup 81.76762 2212.476 153.75 -15.92363 14.45316
## 15 Carpenter Splitter 84.00555 2246.814 157.50 -20.44289 19.70281
## 16 Carpenter Changeup 80.58258 2207.929 146.25 -22.89564 9.36493
## 17 Carpenter Curveball 74.83541 2636.615 56.25 8.01969 -0.89524
## 18 Carpenter Changeup 74.25597 1549.088 142.50 -16.13922 5.93012
## 19 Carpenter Changeup 82.83352 2212.084 150.00 -16.29989 12.17237
## 20 Carpenter Curveball 74.77908 2568.869 48.75 7.23949 0.44543
## 21 Carpenter Changeup 82.83421 2303.741 127.50 -43.01746 -10.00111
## 22 Carpenter Changeup 74.25551 1613.617 15.00 11.16764 23.98824
## 23 Carpenter Changeup 74.27886 1592.133 135.00 -22.61832 1.36284
## 24 Carpenter Changeup 83.52496 2272.243 153.75 -16.79249 14.49119
## 25 Carpenter Changeup 72.66500 1565.837 131.25 -17.04446 -0.76433
## 26 Carpenter Changeup 83.70534 2236.720 146.25 -21.09584 10.61229
## 27 Carpenter Changeup 82.28207 2191.870 146.25 -19.06084 9.34052
Carp_North_Adams <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Carp_North_Adams
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Carpenter Changeup 83.77812 2317.922 153.75 -17.14418 13.56843
## 2 Carpenter Changeup 81.36665 2226.612 146.25 -19.17824 10.91111
## 3 Carpenter Changeup 83.39871 2290.564 150.00 -18.39899 12.77426
## 4 Carpenter Changeup 83.19288 2257.428 150.00 -20.09867 13.19481
## 5 Carpenter Curveball 74.37630 2695.005 63.75 6.61741 -3.45185
## 6 Carpenter Changeup 84.46079 2380.338 150.00 -19.07068 13.11926
## 7 Carpenter Changeup 82.85742 2297.748 146.25 -21.44667 11.88926
## 8 Carpenter Changeup 83.96731 2290.288 150.00 -16.36099 11.36497
## 9 Carpenter Changeup 83.38039 2225.139 153.75 -16.08698 13.77772
## 10 Carpenter Changeup 79.58631 2149.670 150.00 -18.35064 11.95957
## 11 Carpenter Changeup 82.64089 2164.265 150.00 -18.08316 11.26749
## 12 Carpenter Changeup 74.40454 1446.364 138.75 -18.75737 3.63803
## 13 Carpenter Changeup 82.25252 2217.687 153.75 -15.49190 14.58702
## 14 Carpenter Curveball 71.73602 2591.334 60.00 10.18323 -4.17461
## 15 Carpenter Curveball 72.31273 2718.442 78.75 3.06634 -5.84465
## 16 Carpenter Curveball 75.00005 2802.198 63.75 9.25083 -5.01272
## 17 Carpenter Changeup 83.41765 2283.533 146.25 -19.60899 9.38418
## 18 Carpenter Curveball 73.37029 2646.247 75.00 4.85347 -7.73599
## 19 Carpenter Changeup 83.82400 2255.527 150.00 -16.71233 9.71485
## Warning: Removed 11 rows containing missing values (`geom_point()`).