Chapman_2023
2023-07-17
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Chapman | Changeup | 85 | 23 | 62 | 72.94% | 27.06% |
Chapman | Curveball | 9 | 5 | 4 | 44.44% | 55.56% |
Chapman | Cutter | 2 | 1 | 1 | 50.00% | 50.00% |
Chapman | Four-Seam | 17 | 6 | 11 | 64.71% | 35.29% |
Chapman | Sinker | 18 | 9 | 9 | 50.00% | 50.00% |
Chapman | Slider | 23 | 7 | 16 | 69.57% | 30.43% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Chapman | Changeup | 85 | 23 | 62 | 82.39101 | 1,757.752 | 14.2977005 | -11.9796008 | 154.72059 | 72.94% | 27.06% |
Chapman | Curveball | 9 | 5 | 4 | 76.58808 | 2,037.641 | 0.3782211 | 3.2104800 | 50.41667 | 44.44% | 55.56% |
Chapman | Cutter | 2 | 1 | 1 | 84.78128 | 2,001.734 | 11.6236050 | 4.6535450 | 101.25000 | 50.00% | 50.00% |
Chapman | Four-Seam | 17 | 6 | 11 | 86.66140 | 2,099.473 | 16.5219024 | -4.7717765 | 131.47059 | 64.71% | 35.29% |
Chapman | Sinker | 18 | 9 | 9 | 87.87094 | 2,188.963 | 11.2341228 | 6.8349211 | 62.29167 | 50.00% | 50.00% |
Chapman | Slider | 23 | 7 | 16 | 78.54955 | 2,239.547 | 4.2526900 | 0.1942535 | 97.82609 | 69.57% | 30.43% |
Chapman_Keene <- x %>%
filter(BatterTeam == "KEE_SWA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Chapman_Keene)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Chapman | Four-Seam | 86.49769 | 1,963.779 | 161.25 | -10.59103 | 16.85639 |
Chapman | Four-Seam | 86.93955 | 2,074.833 | 161.25 | -11.60217 | 16.31080 |
Chapman | Slider | 78.55894 | 2,220.903 | 48.75 | 10.85256 | -0.30858 |
Chapman | Four-Seam | 87.83067 | 1,951.571 | 165.00 | -8.82733 | 18.98800 |
Chapman | Changeup | 85.21326 | 1,717.379 | 157.50 | -13.78056 | 13.38292 |
Chapman | Four-Seam | 85.68280 | 2,030.271 | 161.25 | -11.96079 | 16.88178 |
Chapman | Changeup | 80.28859 | 1,431.370 | 157.50 | -10.88288 | 13.29056 |
Chapman | Changeup | 85.66862 | 1,981.959 | 161.25 | -13.45261 | 20.26962 |
Chapman | Changeup | 81.76346 | 1,544.959 | 168.75 | -6.42752 | 16.56170 |
Chapman | Changeup | 85.34055 | 1,967.396 | 157.50 | -12.83426 | 15.16422 |
Chapman | Slider | 81.48659 | 2,242.406 | 15.00 | 3.10571 | 6.61197 |
Chapman | Four-Seam | 87.41346 | 2,155.866 | 161.25 | -11.14965 | 16.95591 |
Chapman | Changeup | 82.54229 | 1,513.964 | 161.25 | -7.78111 | 12.90146 |
Chapman | Four-Seam | 86.47215 | 2,105.310 | 165.00 | -11.05898 | 19.06237 |
Chapman | Changeup | 85.75729 | 1,928.848 | 161.25 | -12.84650 | 16.86296 |
Chapman | Four-Seam | 87.05305 | 2,076.894 | 165.00 | -10.96898 | 18.44623 |
Chapman | Four-Seam | 85.20826 | 1,959.886 | 161.25 | -10.94634 | 16.66036 |
Chapman | Four-Seam | 87.22709 | 2,004.084 | 165.00 | -10.62721 | 18.45032 |
Chapman | Four-Seam | 85.73844 | 2,049.078 | 161.25 | -12.18363 | 18.14324 |
Chapman | Changeup | 81.31657 | 1,593.556 | 157.50 | -11.01713 | 13.88926 |
Chapman | Changeup | 85.06253 | 1,943.651 | 157.50 | -13.02229 | 15.92300 |
Chapman | Changeup | 83.81546 | 1,978.590 | 165.00 | -10.05713 | 19.96481 |
Chapman | Changeup | 84.00241 | 1,972.645 | 165.00 | -10.94682 | 19.04729 |
Chapman | Changeup | 80.10589 | 1,416.015 | 150.00 | -15.41296 | 11.11847 |
Chapman | Changeup | 84.14486 | 1,868.840 | 161.25 | -12.50847 | 16.88198 |
Chapman | Changeup | 79.22634 | 1,431.663 | 157.50 | -13.81343 | 13.92316 |
Chapman | Changeup | 84.95050 | 2,011.548 | 157.50 | -13.98036 | 15.05489 |
Chapman | Changeup | 80.32410 | 1,358.717 | 150.00 | -14.56398 | 10.31532 |
Chapman | Changeup | 85.62350 | 1,913.266 | 161.25 | -13.25540 | 17.65536 |
Chapman | Changeup | 85.73612 | 1,939.892 | 161.25 | -12.69690 | 17.82131 |
Chapman | Changeup | 84.68505 | 1,943.452 | 157.50 | -14.83698 | 16.68269 |
Chapman | Sinker | 85.57433 | 1,902.421 | 157.50 | -14.98576 | 14.90143 |
Chapman | Changeup | 80.71493 | 1,522.981 | 161.25 | -8.96312 | 14.60780 |
Chapman | Changeup | 81.16429 | 1,505.004 | 153.75 | -14.31737 | 13.18158 |
Chapman | Slider | 76.42842 | 2,166.403 | 191.25 | 1.85307 | 7.17508 |
Chapman | Changeup | 84.60097 | 1,914.393 | 153.75 | -15.33969 | 13.84245 |
Chapman | Slider | 77.23030 | 2,182.438 | 30.00 | 6.52150 | 4.67370 |
Chapman | Slider | 79.54352 | 2,251.089 | 183.75 | 1.27260 | 7.96827 |
Chapman | Changeup | 85.10630 | 1,905.765 | 165.00 | -11.98745 | 19.74899 |
Chapman | Changeup | 84.35553 | 1,926.663 | 150.00 | -19.81737 | 14.29509 |
Chapman | Changeup | 79.78308 | 1,519.533 | 153.75 | -15.95635 | 14.67914 |
Chapman | Changeup | 82.93406 | 1,870.412 | 157.50 | -14.41631 | 14.82749 |
Chapman | Changeup | 83.57199 | 1,854.411 | 157.50 | -14.32702 | 14.33843 |
Chapman | Changeup | 80.01597 | 1,497.225 | 165.00 | -9.39130 | 17.41277 |
Chapman | Changeup | 80.41990 | 1,505.582 | 161.25 | -10.85945 | 16.39548 |
Chapman | Changeup | 83.10756 | 1,991.800 | 157.50 | -14.26139 | 16.68139 |
Chapman | Changeup | 79.69969 | 1,603.630 | 150.00 | -18.03316 | 11.92158 |
Chapman | Changeup | 80.38522 | 1,507.535 | 161.25 | -8.95048 | 12.07635 |
Chapman | Slider | 77.61085 | 2,261.038 | 56.25 | 1.94882 | 1.54142 |
Chapman | Changeup | 79.12314 | 1,377.766 | 146.25 | -20.96891 | 8.93926 |
Chapman_North_Adams <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Chapman_North_Adams)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Chapman | Changeup | 84.79578 | 1,936.330 | 161.25 | -11.38768 | 16.80521 |
Chapman | Changeup | 84.24667 | 1,925.057 | 157.50 | -13.41513 | 14.98615 |
Chapman | Changeup | 82.17487 | 1,539.824 | 150.00 | -13.47430 | 9.19689 |
Chapman | Changeup | 78.38766 | 1,492.933 | 146.25 | -14.51619 | 7.08390 |
Chapman | Changeup | 77.82941 | 1,468.061 | 168.75 | -4.22185 | 10.17497 |
Chapman | Changeup | 78.41633 | 1,530.363 | 153.75 | -7.56485 | 7.97115 |
Chapman | Changeup | 83.39247 | 1,900.531 | 157.50 | -14.23347 | 15.24229 |
Chapman | Curveball | 75.46999 | 2,008.429 | 52.50 | 3.57973 | 0.61386 |
Chapman | Changeup | 82.99061 | 1,908.462 | 157.50 | -13.66343 | 13.40871 |
Chapman | Changeup | 79.21488 | 1,582.498 | 161.25 | -10.18816 | 15.31107 |
Chapman | Changeup | 83.61254 | 1,860.350 | 157.50 | -13.30749 | 14.17824 |
Chapman | Changeup | 78.52984 | 1,555.693 | 168.75 | -5.95504 | 15.84623 |
Chapman | Changeup | 85.52456 | 2,026.356 | 157.50 | -13.36721 | 15.86253 |
Chapman | Slider | 76.93642 | 2,138.792 | 33.75 | 3.57614 | 3.44713 |
Chapman | Slider | 77.61258 | 2,157.157 | 41.25 | 4.34595 | 2.04390 |
Chapman | Slider | 77.38540 | 2,330.293 | 52.50 | 6.03410 | 0.07535 |
Chapman | Changeup | 84.77314 | 2,053.531 | 157.50 | -12.98863 | 15.20387 |
Chapman | Changeup | 79.00566 | 1,510.556 | 157.50 | -12.31052 | 12.53812 |
Chapman | Changeup | 84.17516 | 1,930.976 | 157.50 | -12.38615 | 14.70765 |
Chapman | Slider | 77.75804 | 2,084.634 | 191.25 | 2.52185 | 8.17615 |
Chapman | Slider | 78.45655 | 2,152.832 | 168.75 | -0.90925 | 3.66339 |
Chapman | Changeup | 84.26165 | 1,875.410 | 168.75 | -7.68091 | 20.82777 |
Chapman | Changeup | 78.38581 | 1,459.584 | 153.75 | -13.56016 | 11.60678 |
Chapman | Changeup | 79.62348 | 1,634.056 | 161.25 | -11.50091 | 16.46958 |
Chapman | Curveball | 77.73556 | 2,136.367 | 18.75 | 1.29760 | 3.25284 |
Chapman | Changeup | 79.61365 | 1,533.893 | 157.50 | -11.61123 | 14.68623 |
Chapman | Changeup | 78.05659 | 1,478.159 | 157.50 | -11.40658 | 13.51607 |
Chapman | Changeup | 85.13406 | 2,033.870 | 153.75 | -16.59442 | 12.98642 |
Chapman | Changeup | 83.57061 | 1,800.025 | 150.00 | -17.34367 | 12.01993 |
Chapman_ValleyBlueSox <- x %>%
filter(BatterTeam == "VAL_BLU") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Chapman_ValleyBlueSox)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Chapman | Four-Seam | 85.01099 | 2,015.020 | 165.00 | -10.77375 | 17.69280 |
Chapman | Changeup | 84.12927 | 2,074.334 | 153.75 | -13.75355 | 12.06851 |
Chapman | Cutter | 84.70377 | 1,951.668 | 168.75 | -4.84339 | 15.12717 |
Chapman | Changeup | 84.43558 | 1,954.246 | 157.50 | -16.09450 | 16.98568 |
Chapman | Slider | 76.54098 | 2,091.985 | 22.50 | 3.06516 | 4.65276 |
Chapman | Changeup | 84.29149 | 1,949.792 | 165.00 | -8.15536 | 14.24202 |
Chapman | Changeup | 77.86189 | 1,408.904 | 161.25 | -12.84079 | 16.51816 |
Chapman | Sinker | 85.79108 | 1,994.317 | 161.25 | -13.80272 | 19.38261 |
Chapman | Slider | 79.32054 | 2,116.183 | 176.25 | -0.11512 | 2.73854 |
Chapman | Changeup | 79.94710 | 1,480.086 | 150.00 | -13.58619 | 8.89808 |
Chapman | Slider | 75.33397 | 2,045.865 | 15.00 | 2.46374 | 6.12079 |
Chapman | Changeup | 83.09877 | 1,835.142 | 157.50 | -13.05627 | 15.60292 |
Chapman | Changeup | 78.98501 | 1,352.529 | 157.50 | -9.98378 | 11.41154 |
Chapman | Changeup | 81.66403 | 1,835.670 | 153.75 | -13.33705 | 10.56886 |
Chapman | Changeup | 81.80372 | 1,801.715 | 153.75 | -15.31225 | 12.14583 |
Chapman | Curveball | 76.24396 | 2,116.830 | 18.75 | 1.61559 | 3.81941 |
Chapman | Slider | 78.98018 | 2,202.426 | 176.25 | -0.59445 | 7.04166 |
Chapman | Changeup | 84.12723 | 1,941.855 | 157.50 | -17.64765 | 18.18458 |
Chapman | Changeup | 81.84183 | 1,866.574 | 157.50 | -14.40631 | 15.71627 |
Chapman | Changeup | 81.76162 | 1,941.886 | 146.25 | -16.43544 | 9.15071 |
Chapman | Curveball | 75.59932 | 2,000.907 | 63.75 | 4.07729 | -1.34866 |
Chapman | Changeup | 82.88186 | 1,840.357 | 176.25 | -2.91032 | 27.75226 |
Chapman | Changeup | 80.36465 | 1,872.475 | 161.25 | -5.31327 | 8.89052 |
Chapman | Changeup | 83.34318 | 1,899.943 | 165.00 | -16.80926 | 27.37139 |
Chapman | Changeup | 77.92319 | 1,367.474 | 157.50 | -12.98316 | 16.45040 |
Chapman | Changeup | 78.39350 | 1,487.867 | 138.75 | -23.94493 | 4.35862 |
Chapman | Curveball | 75.77547 | 1,996.916 | 48.75 | 5.35174 | 1.29067 |
Chapman | Changeup | 83.31261 | 1,858.306 | 153.75 | -16.87670 | 15.39225 |
Chapman | Curveball | 77.50738 | 2,058.169 | 75.00 | 3.28303 | -3.98134 |
Chapman | Curveball | 76.88105 | 2,140.310 | 78.75 | 2.09677 | -3.13575 |
Chapman_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Chapman_Sanford)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Chapman | Changeup | 80.03089 | 1,630.310 | 150.00 | -8.50973 | 6.81756 |
Chapman | Sinker | 86.23143 | 2,028.749 | 161.25 | -12.96725 | 17.11237 |
Chapman | Changeup | 85.34778 | 2,026.092 | 157.50 | -12.25886 | 13.93768 |
Chapman | Curveball | 77.27921 | 1,931.351 | 41.25 | 4.54414 | 2.45638 |
Chapman | Cutter | 84.85879 | 2,051.799 | 33.75 | 14.15048 | 8.12004 |
Chapman | Changeup | 80.27194 | 1,470.965 | 176.25 | -1.24008 | 15.73076 |
Chapman | Curveball | 76.80076 | 1,949.493 | 56.25 | 3.04843 | 0.43658 |
Chapman | Sinker | 85.56347 | 1,910.648 | 153.75 | -14.26454 | 13.47016 |
Chapman | Changeup | 84.32667 | 1,977.949 | 153.75 | -14.89599 | 14.04796 |
Chapman | Slider | 79.01544 | 2,210.439 | 26.25 | 12.67241 | 11.31745 |
Chapman | Changeup | 84.97587 | 1,946.698 | 153.75 | -12.47339 | 11.76634 |
Chapman | Changeup | 84.53755 | 1,896.832 | 157.50 | -12.60099 | 14.12599 |
Chapman | Four-Seam | 85.32638 | 1,909.211 | 168.75 | -6.84827 | 19.94446 |
Chapman | Changeup | 84.66951 | 2,003.965 | 157.50 | -14.99072 | 17.49977 |
Chapman | Changeup | 83.85213 | 1,940.051 | 161.25 | -9.57347 | 14.11371 |
Chapman | Slider | 78.92229 | 2,043.152 | 41.25 | 3.50823 | 2.24154 |
Chapman | Changeup | 85.50115 | 1,967.465 | 161.25 | -11.35981 | 14.46379 |
Chapman | Slider | 78.98420 | 1,986.599 | 71.25 | 1.00118 | 0.16051 |
Chapman | Sinker | 83.16542 | 1,912.313 | 120.00 | -25.95131 | -12.06544 |
Chapman | Changeup | 79.28016 | 1,537.313 | 150.00 | -13.83505 | 8.46481 |
Chapman | Four-Seam | 84.66016 | 1,966.563 | 180.00 | 0.93445 | 22.49796 |
## Warning: Removed 11 rows containing missing values (`geom_point()`).
x %>%
ggplot() +
geom_point(aes(x=HorzBreak, y=InducedVertBreak, color = AutoPitchType, size = 1))+
xlim(-25, 25) +
ylim(-25, 25) ## Warning: Removed 3 rows containing missing values (`geom_point()`).