Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Brulport | Changeup | 115 | 41 | 74 | 64.35% | 35.65% |
Brulport | Curveball | 41 | 17 | 24 | 58.54% | 41.46% |
Brulport | Cutter | 1 | 0 | 1 | 100.00% | 0.00% |
Brulport | Slider | 3 | 2 | 1 | 33.33% | 66.67% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Brulport | Changeup | 115 | 41 | 74 | 80.19500 | 1,788.175 | 14.501694 | -1.990820 | 140.28261 | 64.35% | 35.65% |
Brulport | Curveball | 41 | 17 | 24 | 71.66007 | 2,264.043 | 1.534498 | 8.001860 | 57.80488 | 58.54% | 41.46% |
Brulport | Cutter | 1 | 0 | 1 | 83.02833 | 1,947.132 | 15.469220 | -2.603430 | 176.25000 | 100.00% | 0.00% |
Brulport | Slider | 3 | 2 | 1 | 75.79285 | 1,568.662 | 7.608970 | 4.057077 | 138.75000 | 33.33% | 66.67% |
Brulport_UVAL <- x %>%
filter(BatterTeam == "UPP_VAL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Brulport Changeup 81.92191 1803.222 165.00 -8.60772 17.42694
## 2 Brulport Changeup 74.93914 1443.472 172.50 -3.22130 17.57217
## 3 Brulport Changeup 76.58481 1635.958 165.00 -5.38359 10.88981
## 4 Brulport Changeup 83.16419 1839.996 165.00 -9.73402 19.46107
## 5 Brulport Curveball 72.97734 2314.883 30.00 10.13630 7.46138
## 6 Brulport Changeup 81.72786 1847.095 172.50 -3.89772 18.27304
## 7 Brulport Curveball 71.05763 2292.349 33.75 11.17674 6.55500
## 8 Brulport Changeup 81.87473 1854.278 172.50 -3.86299 18.49351
## 9 Brulport Changeup 75.45085 1574.501 153.75 -10.80016 10.58201
## 10 Brulport Changeup 82.21138 1854.099 172.50 -5.13091 18.69946
## 11 Brulport Curveball 73.05576 2362.939 37.50 14.28985 4.98299
## 12 Brulport Changeup 81.19324 1741.578 176.25 -2.24331 16.81481
## 13 Brulport Changeup 75.48946 1576.749 168.75 -4.08453 13.19103
## 14 Brulport Curveball 70.88706 2235.201 30.00 8.20252 7.11646
## 15 Brulport Changeup 81.77143 1739.142 168.75 -6.00823 18.66958
## 16 Brulport Curveball 71.27463 2326.040 41.25 11.80709 4.07236
## 17 Brulport Changeup 81.33924 1856.954 172.50 -4.68697 16.70922
## 18 Brulport Curveball 71.66373 2278.218 37.50 6.50280 3.66823
## 19 Brulport Curveball 71.21243 2302.415 45.00 6.73496 1.54910
## 20 Brulport Changeup 81.84757 1877.474 172.50 -4.05008 16.81359
## 21 Brulport Changeup 75.50244 1741.748 180.00 0.43067 14.86158
## 22 Brulport Changeup 76.09901 1750.075 150.00 -11.13162 8.54154
## 23 Brulport Curveball 71.07580 2349.277 37.50 9.97910 4.21378
## 24 Brulport Changeup 81.79711 1866.038 165.00 -10.12323 17.91340
## 25 Brulport Changeup 74.95162 1375.088 168.75 -5.92063 15.34906
## 26 Brulport Changeup 81.73409 1810.573 168.75 -6.96717 19.04454
## 27 Brulport Changeup 81.13742 1795.118 168.75 -9.45363 21.93281
## 28 Brulport Changeup 81.35912 1874.249 168.75 -7.26658 22.18623
## 29 Brulport Curveball 72.17274 2207.292 41.25 4.35173 2.38276
## 30 Brulport Curveball 72.68604 2291.786 33.75 8.62937 5.82433
## 31 Brulport Changeup 82.48003 1786.807 176.25 -1.40622 18.31792
## 32 Brulport Changeup 81.36504 1774.108 168.75 -7.30288 16.67694
## 33 Brulport Changeup 81.87991 1841.382 176.25 -2.06260 17.78875
## 34 Brulport Changeup 80.63945 1842.520 165.00 -6.82851 15.13583
## 35 Brulport Changeup 75.26027 1554.348 172.50 -3.48158 16.34556
## 36 Brulport Changeup 82.03628 1879.126 176.25 -3.45288 21.19836
## 37 Brulport Changeup 82.90192 1726.395 176.25 -0.85744 11.22548
## 38 Brulport Slider 77.76790 1600.992 191.25 3.08500 10.10934
## 39 Brulport Curveball 71.26854 2277.852 56.25 34.53254 -11.38040
## 40 Brulport Curveball 72.52259 2323.787 56.25 19.16981 -6.84055
## 41 Brulport Cutter 83.02833 1947.132 176.25 -2.60343 15.46922
## 42 Brulport Changeup 77.20910 1516.207 183.75 1.27870 16.71706
## 43 Brulport Curveball 73.39865 2422.611 56.25 21.52863 -8.33725
## 44 Brulport Curveball 69.96268 2198.940 48.75 10.64260 0.41980
## 45 Brulport Changeup 81.74726 1759.919 176.25 -1.73020 13.09552
## 46 Brulport Changeup 81.68276 1814.603 176.25 -2.76831 16.00784
## 47 Brulport Curveball 70.63210 2232.009 56.25 6.53429 -0.68693
## 48 Brulport Changeup 80.67336 1716.025 168.75 -4.60524 12.57591
## 49 Brulport Curveball 70.34532 2264.182 41.25 9.47745 3.04705
## 50 Brulport Changeup 75.67935 1686.359 187.50 3.31059 15.09481
## 51 Brulport Curveball 69.47694 2295.596 135.00 -13.02682 1.36067
## 52 Brulport Changeup 82.61391 2080.425 30.00 14.06513 8.19406
## 53 Brulport Changeup 81.04787 2263.745 18.75 11.10949 14.05946
## 54 Brulport Curveball 70.33991 2361.228 127.50 -8.34847 -0.14795
## 55 Brulport Changeup 83.25501 2359.670 18.75 13.09056 18.08221
## 56 Brulport Changeup 82.44193 2178.062 33.75 17.80206 9.17493
## 57 Brulport Changeup 81.93888 2170.261 22.50 15.28765 17.34733
## 58 Brulport Curveball 71.76092 2451.921 135.00 -3.94063 1.84508
## 59 Brulport Changeup 81.00894 2230.337 18.75 11.95288 18.58277
## 60 Brulport Changeup 81.14765 2346.518 18.75 13.22843 21.03741
## 61 Brulport Changeup 80.98104 2150.080 22.50 16.37336 18.81930
## 62 Brulport Changeup 80.61186 2256.535 22.50 15.19977 15.48147
## 63 Brulport Changeup 80.69595 2208.091 26.25 15.88473 14.88623
## 64 Brulport Changeup 74.71049 1526.067 18.75 10.74209 14.53367
## 65 Brulport Curveball 69.96268 2198.940 48.75 10.64260 0.41980
## 66 Brulport Changeup 81.74726 1759.919 176.25 -1.73020 13.09552
## 67 Brulport Changeup 81.68276 1814.603 176.25 -2.76831 16.00784
## 68 Brulport Curveball 70.63210 2232.009 56.25 6.53429 -0.68693
## 69 Brulport Changeup 80.67336 1716.025 168.75 -4.60524 12.57591
## 70 Brulport Curveball 70.34532 2264.182 41.25 9.47745 3.04705
## 71 Brulport Changeup 75.67935 1686.359 187.50 3.31059 15.09481
## 72 Brulport Curveball 69.47694 2295.596 135.00 -13.02682 1.36067
## 73 Brulport Changeup 82.61391 2080.425 30.00 14.06513 8.19406
## 74 Brulport Changeup 81.04787 2263.745 18.75 11.10949 14.05946
## 75 Brulport Curveball 70.33991 2361.228 127.50 -8.34847 -0.14795
## 76 Brulport Changeup 83.25501 2359.670 18.75 13.09056 18.08221
## 77 Brulport Changeup 82.44193 2178.062 33.75 17.80206 9.17493
## 78 Brulport Changeup 81.93888 2170.261 22.50 15.28765 17.34733
## 79 Brulport Curveball 71.76092 2451.921 135.00 -3.94063 1.84508
## 80 Brulport Changeup 81.00894 2230.337 18.75 11.95288 18.58277
## 81 Brulport Changeup 81.14765 2346.518 18.75 13.22843 21.03741
## 82 Brulport Changeup 80.98104 2150.080 22.50 16.37336 18.81930
## 83 Brulport Changeup 80.61186 2256.535 22.50 15.19977 15.48147
## 84 Brulport Changeup 80.69595 2208.091 26.25 15.88473 14.88623
## 85 Brulport Changeup 74.71049 1526.067 18.75 10.74209 14.53367
Brulport_Keene <- x %>%
filter(BatterTeam == "KEE_SWA", Date =="2023-07-14")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_Keene
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Brulport Changeup 81.86022 1804.824 165.00 -6.16929 12.72383
## 2 Brulport Curveball 72.24548 2278.070 37.50 14.88036 5.45048
## 3 Brulport Changeup 83.58133 1723.275 172.50 -5.18823 19.60761
## 4 Brulport Curveball 71.74434 2280.853 41.25 13.03072 4.34890
## 5 Brulport Curveball 71.90859 2295.210 41.25 14.91280 3.66921
## 6 Brulport Changeup 84.21202 1762.240 168.75 -6.21040 14.73001
## 7 Brulport Changeup 82.41308 1699.666 172.50 -5.08933 17.37473
## 8 Brulport Curveball 71.93962 2368.322 45.00 15.69454 0.97284
Brulport_NOR_ADA <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_NOR_ADA
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Brulport Changeup 82.66517 1687.077 157.50 -17.19414 17.01710
## 2 Brulport Changeup 80.43465 1723.174 168.75 -5.92079 16.96702
## 3 Brulport Curveball 71.62805 2261.702 56.25 7.42028 -1.71831
## 4 Brulport Changeup 81.01984 1788.765 172.50 -3.02902 13.25639
## 5 Brulport Changeup 81.80078 1831.838 172.50 -3.82067 14.73741
## 6 Brulport Changeup 82.75972 1848.185 165.00 -7.86969 13.05052
## 7 Brulport Changeup 82.77227 1759.482 165.00 -5.48146 11.75091
## 8 Brulport Changeup 83.47541 1786.179 161.25 -9.43012 12.92024
## 9 Brulport Curveball 72.90344 2348.183 26.25 11.27516 10.82371
## 10 Brulport Changeup 82.58608 1859.699 168.75 -5.75863 14.79780
## 11 Brulport Changeup 82.59169 1851.969 168.75 -6.94768 19.74052
## 12 Brulport Changeup 80.79942 1832.614 161.25 -9.26630 12.31284
## 13 Brulport Changeup 82.23161 1886.500 168.75 -5.52154 16.99202
## 14 Brulport Changeup 81.81839 1843.436 165.00 -6.83516 12.35961
## 15 Brulport Changeup 81.26551 1862.634 168.75 -6.54800 14.87351
## 16 Brulport Changeup 81.06943 1852.696 161.25 -9.48170 14.43198
Brulport_UVAL2 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-24") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL2
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Brulport Changeup 82.90192 1726.395 176.25 -0.85744 11.22548
## 2 Brulport Slider 77.76790 1600.992 191.25 3.08500 10.10934
## 3 Brulport Curveball 71.26854 2277.852 56.25 34.53254 -11.38040
## 4 Brulport Curveball 72.52259 2323.787 56.25 19.16981 -6.84055
## 5 Brulport Cutter 83.02833 1947.132 176.25 -2.60343 15.46922
## 6 Brulport Changeup 77.20910 1516.207 183.75 1.27870 16.71706
## 7 Brulport Curveball 73.39865 2422.611 56.25 21.52863 -8.33725
Brulport_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Brulport_Sanford)%>%
autofit()
Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Brulport | Changeup | 82.99141 | 1,741.391 | 165.00 | -8.10713 | 16.61324 |
Brulport | Changeup | 82.10524 | 1,601.411 | 172.50 | -3.87362 | 14.49662 |
Brulport | Curveball | 73.12396 | 2,293.313 | 33.75 | 8.75182 | 4.63319 |
Brulport | Curveball | 73.53321 | 2,296.685 | 41.25 | 12.04473 | 2.53811 |
Brulport | Changeup | 82.04149 | 1,721.718 | 172.50 | -4.01697 | 15.87206 |
Brulport | Changeup | 76.48327 | 1,334.978 | 157.50 | -2.77827 | 4.25709 |
Brulport | Changeup | 80.10144 | 1,661.652 | 168.75 | -3.37103 | 8.68315 |
Brulport | Changeup | 79.04678 | 1,613.057 | 172.50 | -3.73146 | 14.26745 |
Brulport | Changeup | 80.57717 | 1,718.728 | 165.00 | -7.31662 | 15.09351 |
Brulport | Slider | 70.99828 | 1,393.084 | 41.25 | 8.35977 | 2.93788 |
Brulport | Changeup | 78.79195 | 1,660.306 | 180.00 | -0.12126 | 13.53513 |
Brulport | Changeup | 80.76594 | 1,767.487 | 168.75 | -4.10835 | 11.91146 |
Brulport | Changeup | 77.74604 | 1,534.171 | 157.50 | -8.98390 | 11.44930 |
Brulport | Changeup | 80.65639 | 1,816.667 | 165.00 | -8.27197 | 15.43753 |
Brulport | Curveball | 75.77518 | 1,556.651 | 78.75 | 3.15209 | -5.39004 |
Brulport | Changeup | 80.67249 | 1,822.910 | 161.25 | -7.78937 | 10.91981 |
Brulport | Changeup | 75.67964 | 1,337.954 | 135.00 | -10.09308 | 1.12354 |
Brulport | Changeup | 76.15501 | 1,361.811 | 153.75 | -8.18154 | 7.65284 |
Brulport | Changeup | 79.66824 | 1,669.899 | 172.50 | -1.92445 | 8.14559 |
Brulport | Changeup | 75.54709 | 1,312.579 | 168.75 | -2.19984 | 7.92823 |
Brulport | Changeup | 79.59438 | 1,715.508 | 180.00 | 0.30622 | 11.38615 |
Brulport | Curveball | 70.51150 | 2,218.733 | 48.75 | 6.91461 | 0.93181 |
Brulport | Slider | 78.61237 | 1,711.911 | 183.75 | 0.72646 | 9.77969 |
Brulport | Changeup | 79.07305 | 1,727.223 | 183.75 | 0.96047 | 11.69611 |
Brulport_UVAL3 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-30") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Brulport_UVAL3
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Brulport Curveball 69.96268 2198.940 48.75 10.64260 0.41980
## 2 Brulport Changeup 81.74726 1759.919 176.25 -1.73020 13.09552
## 3 Brulport Changeup 81.68276 1814.603 176.25 -2.76831 16.00784
## 4 Brulport Curveball 70.63210 2232.009 56.25 6.53429 -0.68693
## 5 Brulport Changeup 80.67336 1716.025 168.75 -4.60524 12.57591
## 6 Brulport Curveball 70.34532 2264.182 41.25 9.47745 3.04705
## 7 Brulport Changeup 75.67935 1686.359 187.50 3.31059 15.09481
## 8 Brulport Curveball 69.47694 2295.596 135.00 -13.02682 1.36067
## 9 Brulport Changeup 82.61391 2080.425 30.00 14.06513 8.19406
## 10 Brulport Changeup 81.04787 2263.745 18.75 11.10949 14.05946
## 11 Brulport Curveball 70.33991 2361.228 127.50 -8.34847 -0.14795
## 12 Brulport Changeup 83.25501 2359.670 18.75 13.09056 18.08221
## 13 Brulport Changeup 82.44193 2178.062 33.75 17.80206 9.17493
## 14 Brulport Changeup 81.93888 2170.261 22.50 15.28765 17.34733
## 15 Brulport Curveball 71.76092 2451.921 135.00 -3.94063 1.84508
## 16 Brulport Changeup 81.00894 2230.337 18.75 11.95288 18.58277
## 17 Brulport Changeup 81.14765 2346.518 18.75 13.22843 21.03741
## 18 Brulport Changeup 80.98104 2150.080 22.50 16.37336 18.81930
## 19 Brulport Changeup 80.61186 2256.535 22.50 15.19977 15.48147
## 20 Brulport Changeup 80.69595 2208.091 26.25 15.88473 14.88623
## 21 Brulport Changeup 74.71049 1526.067 18.75 10.74209 14.53367
## 22 Brulport Curveball 69.96268 2198.940 48.75 10.64260 0.41980
## 23 Brulport Changeup 81.74726 1759.919 176.25 -1.73020 13.09552
## 24 Brulport Changeup 81.68276 1814.603 176.25 -2.76831 16.00784
## 25 Brulport Curveball 70.63210 2232.009 56.25 6.53429 -0.68693
## 26 Brulport Changeup 80.67336 1716.025 168.75 -4.60524 12.57591
## 27 Brulport Curveball 70.34532 2264.182 41.25 9.47745 3.04705
## 28 Brulport Changeup 75.67935 1686.359 187.50 3.31059 15.09481
## 29 Brulport Curveball 69.47694 2295.596 135.00 -13.02682 1.36067
## 30 Brulport Changeup 82.61391 2080.425 30.00 14.06513 8.19406
## 31 Brulport Changeup 81.04787 2263.745 18.75 11.10949 14.05946
## 32 Brulport Curveball 70.33991 2361.228 127.50 -8.34847 -0.14795
## 33 Brulport Changeup 83.25501 2359.670 18.75 13.09056 18.08221
## 34 Brulport Changeup 82.44193 2178.062 33.75 17.80206 9.17493
## 35 Brulport Changeup 81.93888 2170.261 22.50 15.28765 17.34733
## 36 Brulport Curveball 71.76092 2451.921 135.00 -3.94063 1.84508
## 37 Brulport Changeup 81.00894 2230.337 18.75 11.95288 18.58277
## 38 Brulport Changeup 81.14765 2346.518 18.75 13.22843 21.03741
## 39 Brulport Changeup 80.98104 2150.080 22.50 16.37336 18.81930
## 40 Brulport Changeup 80.61186 2256.535 22.50 15.19977 15.48147
## 41 Brulport Changeup 80.69595 2208.091 26.25 15.88473 14.88623
## 42 Brulport Changeup 74.71049 1526.067 18.75 10.74209 14.53367
## Warning: Removed 10 rows containing missing values (`geom_point()`).