Sparks_2023
2023-06-11
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Sparks | Changeup | 6 | 6 | 0 | 0.00% | 100.00% |
Sparks | Curveball | 123 | 44 | 79 | 64.23% | 35.77% |
Sparks | Cutter | 31 | 11 | 20 | 64.52% | 35.48% |
Sparks | Four-Seam | 135 | 47 | 88 | 65.19% | 34.81% |
Sparks | Sinker | 205 | 76 | 129 | 62.93% | 37.07% |
Sparks | Slider | 101 | 48 | 53 | 52.48% | 47.52% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Sparks | Changeup | 6 | 6 | 0 | 83.45839 | 1,416.048 | 6.606192 | 9.26923000 | 30.00000 | 0.00% | 100.00% |
Sparks | Curveball | 123 | 44 | 79 | 78.02945 | 2,512.328 | -9.058436 | -11.71120675 | 114.17683 | 64.23% | 35.77% |
Sparks | Cutter | 31 | 11 | 20 | 88.69805 | 2,560.334 | 10.908065 | 0.80439903 | 170.68548 | 64.52% | 35.48% |
Sparks | Four-Seam | 135 | 47 | 88 | 92.78734 | 2,418.273 | 16.906498 | 14.59523074 | 28.83333 | 65.19% | 34.81% |
Sparks | Sinker | 205 | 76 | 129 | 92.22156 | 2,391.239 | 14.242392 | 17.65743702 | 26.89024 | 62.93% | 37.07% |
Sparks | Slider | 101 | 48 | 53 | 87.18014 | 2,543.046 | 4.482607 | -0.08127059 | 132.58663 | 52.48% | 47.52% |
Sparks_UValley1 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-06-10") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_UValley1)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Four-Seam | 94.42699 | 2,443.706 | 22.50 | 15.27572 | 15.45395 |
Sparks | Slider | 87.99548 | 2,543.861 | 165.00 | -4.19370 | 8.22091 |
Sparks | Four-Seam | 94.02995 | 2,435.534 | 18.75 | 14.11099 | 17.37312 |
Sparks | Curveball | 77.75979 | 2,553.109 | 120.00 | -12.06190 | -5.15847 |
Sparks | Four-Seam | 95.14013 | 2,522.343 | 22.50 | 15.68898 | 16.43237 |
Sparks | Cutter | 90.24654 | 2,662.877 | 176.25 | -2.19528 | 12.86812 |
Sparks | Cutter | 89.91438 | 2,659.521 | 180.00 | 0.40728 | 14.44950 |
Sparks | Four-Seam | 94.56694 | 2,459.593 | 18.75 | 14.69371 | 18.60702 |
Sparks | Sinker | 94.46515 | 2,458.803 | 26.25 | 16.47485 | 15.56363 |
Sparks | Cutter | 89.13789 | 2,713.851 | 165.00 | -6.18465 | 11.68993 |
Sparks | Four-Seam | 93.15141 | 2,455.575 | 22.50 | 15.50670 | 17.42875 |
Sparks | Four-Seam | 91.72481 | 2,376.182 | 18.75 | 13.27965 | 16.87170 |
Sparks | Sinker | 90.96542 | 2,365.123 | 22.50 | 17.01863 | 17.64434 |
Sparks | Sinker | 91.07334 | 2,350.777 | 22.50 | 17.16737 | 16.39099 |
Sparks | Four-Seam | 93.07307 | 2,447.360 | 22.50 | 15.91501 | 17.16824 |
Sparks | Four-Seam | 90.12640 | 2,551.219 | 187.50 | 2.82311 | 13.08225 |
Sparks | Four-Seam | 93.16796 | 2,432.896 | 26.25 | 17.10166 | 15.74316 |
Sparks | Cutter | 89.38027 | 2,673.427 | 180.00 | 0.51925 | 9.57839 |
Sparks | Four-Seam | 95.25093 | 2,467.063 | 18.75 | 14.60135 | 18.44914 |
Sparks | Four-Seam | 95.04100 | 2,493.924 | 22.50 | 16.49836 | 18.13332 |
Sparks | Curveball | 76.94970 | 2,498.275 | 112.50 | -9.26961 | -7.51422 |
Sparks | Curveball | 78.56263 | 2,546.341 | 120.00 | -8.98111 | -3.91823 |
Sparks | Cutter | 88.99127 | 2,595.361 | 183.75 | 1.47610 | 12.75142 |
Sparks | Four-Seam | 90.67059 | 2,492.483 | 180.00 | -0.01169 | 15.33796 |
Sparks | Four-Seam | 95.68935 | 2,539.794 | 22.50 | 15.40099 | 18.18127 |
Sparks | Four-Seam | 94.09776 | 2,409.529 | 22.50 | 15.17729 | 18.01229 |
Sparks | Cutter | 90.17811 | 2,504.274 | 180.00 | -0.17165 | 9.77134 |
Sparks | Changeup | 85.43143 | 1,424.517 | 41.25 | 9.66067 | 2.72906 |
Sparks | Four-Seam | 94.10779 | 2,451.566 | 22.50 | 14.76942 | 17.37670 |
Sparks | Four-Seam | 91.23042 | 2,532.061 | 176.25 | -0.89098 | 13.15957 |
Sparks | Four-Seam | 94.67205 | 2,438.048 | 22.50 | 14.48143 | 17.21288 |
Sparks | Four-Seam | 93.03262 | 2,383.625 | 18.75 | 13.67536 | 17.26981 |
Sparks | Curveball | 77.90407 | 2,405.397 | 116.25 | -8.38567 | -5.32280 |
Sparks | Four-Seam | 93.97307 | 2,425.493 | 22.50 | 15.51241 | 15.53505 |
Sparks | Four-Seam | 93.15518 | 2,363.316 | 18.75 | 13.63690 | 17.23879 |
Sparks | Sinker | 91.12276 | 2,259.846 | 26.25 | 15.82615 | 13.61154 |
Sparks | Cutter | 89.50578 | 2,527.796 | 187.50 | 2.93902 | 11.26406 |
Sparks | Four-Seam | 90.21782 | 2,616.417 | 183.75 | 2.14929 | 15.04954 |
Sparks | Sinker | 92.61861 | 2,380.031 | 26.25 | 18.30678 | 16.18402 |
Sparks | Cutter | 88.61979 | 2,545.882 | 183.75 | 1.55378 | 14.07517 |
Sparks | Four-Seam | 93.06785 | 2,400.433 | 22.50 | 16.57363 | 16.54733 |
Sparks | Changeup | 82.36434 | 1,417.009 | 30.00 | 9.37367 | 6.68477 |
Sparks | Cutter | 89.42884 | 2,561.959 | 180.00 | 0.54913 | 13.80280 |
Sparks | Curveball | 78.72520 | 2,438.630 | 116.25 | -6.33166 | -2.95709 |
Sparks | Changeup | 84.38130 | 1,574.824 | 22.50 | 7.29134 | 7.95914 |
Sparks | Cutter | 89.24798 | 2,617.117 | 191.25 | 2.29032 | 7.55595 |
Sparks | Sinker | 92.11804 | 2,378.670 | 22.50 | 16.23839 | 16.38769 |
Sparks | Four-Seam | 90.43712 | 2,269.594 | 18.75 | 14.62938 | 18.68966 |
Sparks | Four-Seam | 87.79470 | 2,458.279 | 187.50 | 3.64055 | 13.16501 |
Sparks | Curveball | 76.42157 | 2,460.996 | 120.00 | -12.72111 | -6.54378 |
Sparks | Cutter | 88.85735 | 2,555.889 | 183.75 | 1.15110 | 11.80548 |
Sparks | Curveball | 77.32672 | 2,490.511 | 120.00 | -11.88398 | -5.61445 |
Sparks | Four-Seam | 93.53137 | 2,483.820 | 22.50 | 15.80245 | 17.86202 |
Sparks | Changeup | 84.19047 | 1,447.415 | 26.25 | 9.31170 | 8.92193 |
Sparks | Cutter | 88.71117 | 2,610.004 | 180.00 | 0.54835 | 9.74288 |
Sparks | Curveball | 78.40731 | 2,487.185 | 123.75 | -15.59560 | -5.38611 |
Sparks | Four-Seam | 91.78137 | 2,339.889 | 18.75 | 14.72225 | 19.53698 |
Sparks | Curveball | 78.20187 | 2,469.334 | 120.00 | -13.36654 | -6.92237 |
Sparks | Cutter | 88.15530 | 2,630.449 | 191.25 | 5.51083 | 12.62808 |
Sparks | Four-Seam | 91.12588 | 2,352.374 | 18.75 | 14.46190 | 19.80060 |
Sparks | Four-Seam | 92.77920 | 2,406.959 | 26.25 | 18.17017 | 14.51280 |
Sparks | Cutter | 87.97342 | 2,492.380 | 183.75 | 1.64335 | 12.53123 |
Sparks | Four-Seam | 93.63702 | 2,475.619 | 18.75 | 13.75103 | 19.48887 |
Sparks | Sinker | 91.68332 | 2,334.486 | 22.50 | 16.20556 | 16.37891 |
Sparks | Curveball | 77.41268 | 2,414.294 | 120.00 | -11.11406 | -5.26012 |
Sparks | Four-Seam | 92.94713 | 2,373.336 | 22.50 | 15.50898 | 18.30635 |
Sparks | Curveball | 78.35370 | 2,594.398 | 120.00 | -12.22453 | -4.67193 |
Sparks | Four-Seam | 93.15113 | 2,453.036 | 18.75 | 16.15713 | 20.16993 |
Sparks | Curveball | 78.01660 | 2,512.186 | 120.00 | -10.65997 | -3.68965 |
Sparks | Cutter | 86.51885 | 2,454.141 | 180.00 | -0.31689 | 14.16115 |
Sparks | Four-Seam | 90.44394 | 2,314.649 | 18.75 | 13.91989 | 17.70788 |
Sparks | Sinker | 90.67541 | 2,301.032 | 26.25 | 17.13233 | 13.33020 |
Sparks | Cutter | 87.42003 | 2,525.965 | 187.50 | 2.09492 | 11.12611 |
Sparks | Curveball | 78.78615 | 2,595.378 | 120.00 | -11.38701 | -5.82713 |
Sparks | Cutter | 88.02206 | 2,510.239 | 187.50 | 2.81795 | 10.67733 |
Sparks | Cutter | 86.84139 | 2,429.762 | 176.25 | -0.77949 | 12.14603 |
Sparks | Four-Seam | 91.50423 | 2,289.349 | 22.50 | 15.05324 | 16.79178 |
Sparks | Curveball | 76.04109 | 2,379.640 | 116.25 | -9.98764 | -6.05201 |
Sparks | Curveball | 76.98268 | 2,546.574 | 123.75 | -13.88371 | -3.99795 |
Sparks | Curveball | 77.20378 | 2,512.942 | 116.25 | -11.48678 | -6.44398 |
Sparks | Sinker | 92.25597 | 2,335.006 | 22.50 | 16.94036 | 17.24111 |
Sparks | Four-Seam | 89.91908 | 2,406.682 | 18.75 | 13.49292 | 19.29544 |
Sparks | Sinker | 90.24095 | 2,317.763 | 22.50 | 15.27095 | 17.09064 |
Sparks | Curveball | 76.31198 | 2,520.733 | 120.00 | -12.16749 | -5.66957 |
Sparks | Four-Seam | 92.63756 | 2,416.939 | 15.00 | 11.59623 | 20.35068 |
Sparks | Cutter | 88.80490 | 2,533.476 | 176.25 | -1.85717 | 12.96572 |
Sparks | Curveball | 77.55859 | 2,549.363 | 112.50 | -11.16552 | -8.57737 |
Sparks | Slider | 88.48790 | 2,584.332 | 187.50 | 1.48984 | 6.62851 |
Sparks_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_Sanford)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Sinker | 93.44204 | 2,431.666 | 30.00 | 19.47761 | 12.21430 |
Sparks | Sinker | 92.50038 | 2,377.160 | 30.00 | 18.26458 | 12.64288 |
Sparks | Sinker | 92.05923 | 2,371.841 | 30.00 | 17.82592 | 12.59375 |
Sparks | Sinker | 92.30990 | 2,423.065 | 33.75 | 19.34879 | 10.37682 |
Sparks | Slider | 89.25700 | 2,614.028 | 30.00 | 4.67622 | 3.84134 |
Sparks | Slider | 88.09745 | 2,647.569 | 180.00 | 0.26445 | 6.56504 |
Sparks | Sinker | 90.80314 | 2,425.081 | 33.75 | 20.40048 | 10.56788 |
Sparks | Slider | 87.10715 | 2,648.401 | 18.75 | 2.44477 | 4.71847 |
Sparks | Sinker | 90.99982 | 2,375.934 | 30.00 | 19.60036 | 10.89465 |
Sparks | Sinker | 90.96980 | 2,379.321 | 30.00 | 19.41497 | 12.68670 |
Sparks | Slider | 87.66723 | 2,646.633 | 30.00 | 4.64540 | 3.79355 |
Sparks | Sinker | 92.13761 | 2,497.036 | 30.00 | 18.49135 | 13.13926 |
Sparks | Sinker | 92.29250 | 2,398.694 | 30.00 | 17.27855 | 10.46536 |
Sparks | Sinker | 92.66874 | 2,433.323 | 30.00 | 19.26316 | 12.66772 |
Sparks | Sinker | 93.22099 | 2,396.414 | 22.50 | 18.14072 | 18.14501 |
Sparks | Curveball | 78.58612 | 2,509.903 | 108.75 | -10.97209 | -12.08701 |
Sparks | Slider | 89.62543 | 2,645.588 | 26.25 | 4.05902 | 4.04910 |
Sparks | Four-Seam | 93.70625 | 2,479.898 | 22.50 | 17.54032 | 16.88489 |
Sparks | Slider | 88.58558 | 2,614.623 | 15.00 | 3.56473 | 7.50839 |
Sparks | Four-Seam | 92.62620 | 2,449.274 | 26.25 | 18.46143 | 16.30548 |
Sparks | Curveball | 75.45433 | 2,470.443 | 116.25 | -16.71521 | -11.58627 |
Sparks | Sinker | 92.29703 | 2,480.751 | 30.00 | 17.91662 | 11.74099 |
Sparks | Curveball | 75.62554 | 2,397.508 | 116.25 | -17.57241 | -11.36008 |
Sparks | Slider | 89.54100 | 2,619.160 | 22.50 | 4.82520 | 6.25091 |
Sparks | Four-Seam | 93.98504 | 2,409.012 | 22.50 | 17.59824 | 17.41745 |
Sparks | Sinker | 93.48493 | 2,322.973 | 26.25 | 16.04032 | 13.34131 |
Sparks | Curveball | 78.68554 | 2,505.547 | 116.25 | -14.65044 | -8.43347 |
Sparks | Curveball | 77.82598 | 2,376.443 | 112.50 | -11.85650 | -11.61587 |
Sparks | Curveball | 78.01469 | 2,337.976 | 108.75 | -10.90174 | -11.15154 |
Sparks | Slider | 88.88007 | 2,556.770 | 153.75 | -1.94563 | 2.56012 |
Sparks | Sinker | 94.46377 | 2,399.338 | 22.50 | 14.83745 | 14.37383 |
Sparks | Sinker | 93.77176 | 2,452.475 | 26.25 | 16.28792 | 12.24079 |
Sparks | Sinker | 92.97529 | 2,357.283 | 26.25 | 16.23591 | 12.98351 |
Sparks | Sinker | 94.26756 | 2,472.234 | 26.25 | 16.78292 | 14.39666 |
Sparks | Sinker | 92.97248 | 2,385.295 | 30.00 | 16.83883 | 12.35001 |
Sparks | Curveball | 79.34201 | 2,513.123 | 112.50 | -10.34804 | -7.96426 |
Sparks | Curveball | 78.67286 | 2,552.605 | 112.50 | -11.51997 | -10.91528 |
Sparks | Sinker | 92.39101 | 2,339.900 | 26.25 | 16.53359 | 13.30217 |
Sparks | Sinker | 92.13262 | 2,371.889 | 26.25 | 16.55800 | 13.42194 |
Sparks | Curveball | 79.72326 | 2,717.946 | 105.00 | -10.82174 | -14.94784 |
Sparks | Slider | 89.83332 | 2,593.883 | 22.50 | 2.44252 | 3.41858 |
Sparks | Four-Seam | 93.76591 | 2,437.474 | 22.50 | 15.00812 | 15.01674 |
Sparks | Four-Seam | 93.61198 | 2,498.575 | 22.50 | 14.95765 | 16.93906 |
Sparks | Curveball | 76.76895 | 2,460.794 | 112.50 | -14.23005 | -11.22032 |
Sparks | Slider | 89.57228 | 2,654.427 | 191.25 | 1.48465 | 4.88414 |
Sparks | Four-Seam | 92.96060 | 2,503.559 | 22.50 | 14.84469 | 16.51379 |
Sparks | Curveball | 77.78012 | 2,530.248 | 112.50 | -13.46666 | -13.40347 |
Sparks | Curveball | 78.93315 | 2,589.110 | 108.75 | -13.25339 | -14.30894 |
Sparks | Four-Seam | 93.65871 | 2,452.221 | 22.50 | 16.18965 | 16.20926 |
Sparks | Curveball | 75.99898 | 2,568.697 | 112.50 | -13.76272 | -13.84505 |
Sparks | Four-Seam | 91.90959 | 2,484.661 | 18.75 | 13.87702 | 17.30820 |
Sparks | Four-Seam | 91.35412 | 2,400.898 | 22.50 | 13.95623 | 15.72107 |
Sparks | Four-Seam | 91.25646 | 2,330.614 | 18.75 | 14.02178 | 17.65926 |
Sparks | Four-Seam | 92.83062 | 2,438.424 | 18.75 | 13.84898 | 17.15221 |
Sparks | Sinker | 90.81877 | 2,361.410 | 26.25 | 17.91568 | 14.63241 |
Sparks | Sinker | 91.68741 | 2,370.704 | 26.25 | 15.53658 | 13.66674 |
Sparks | Sinker | 90.53377 | 2,384.829 | 22.50 | 15.81536 | 16.02473 |
Sparks | Sinker | 92.47604 | 2,388.962 | 22.50 | 15.28954 | 15.29505 |
Sparks | Sinker | 92.38883 | 2,505.121 | 26.25 | 16.73032 | 14.68465 |
Sparks | Curveball | 78.51584 | 2,577.120 | 112.50 | -12.20678 | -11.36741 |
Sparks | Sinker | 90.70372 | 2,425.893 | 22.50 | 15.80213 | 18.00883 |
Sparks | Cutter | 87.91050 | 2,531.650 | 183.75 | 1.57323 | 10.00875 |
Sparks | Four-Seam | 90.69239 | 2,418.151 | 18.75 | 14.95989 | 18.72970 |
Sparks | Four-Seam | 91.34530 | 2,403.609 | 18.75 | 13.70099 | 18.66064 |
Sparks | Four-Seam | 91.77388 | 2,395.877 | 18.75 | 14.33111 | 17.59780 |
Sparks | Four-Seam | 93.25873 | 2,463.811 | 18.75 | 16.35324 | 21.08206 |
Sparks | Sinker | 90.66276 | 2,385.729 | 22.50 | 17.29466 | 17.53363 |
Sparks | Sinker | 90.22859 | 2,354.300 | 22.50 | 15.29154 | 16.73509 |
Sparks | Sinker | 91.67662 | 2,388.924 | 22.50 | 15.82741 | 17.62225 |
Sparks | Sinker | 91.43110 | 2,397.066 | 26.25 | 16.32284 | 15.50194 |
Sparks | Sinker | 91.00037 | 2,368.596 | 26.25 | 16.71521 | 14.59973 |
Sparks | Four-Seam | 90.12372 | 2,334.406 | 22.50 | 14.54824 | 16.31473 |
Sparks | Slider | 85.81245 | 2,506.979 | 183.75 | 0.23484 | 4.50748 |
Sparks | Four-Seam | 90.11687 | 2,382.339 | 22.50 | 16.79410 | 18.38257 |
Sparks | Sinker | 90.78208 | 2,334.889 | 26.25 | 16.11713 | 15.12146 |
Sparks | Four-Seam | 91.86716 | 2,297.396 | 22.50 | 14.54556 | 16.53836 |
Sparks | Four-Seam | 93.14726 | 2,287.286 | 18.75 | 12.57654 | 16.30339 |
Sparks | Cutter | 89.69039 | 2,419.430 | 176.25 | -1.19768 | 9.34812 |
Sparks | Curveball | 77.64218 | 2,610.017 | 112.50 | -14.58316 | -11.94107 |
Sparks | Four-Seam | 91.98499 | 2,403.900 | 22.50 | 14.48591 | 17.53525 |
Sparks | Sinker | 93.37729 | 2,438.831 | 26.25 | 16.54588 | 14.87623 |
Sparks | Four-Seam | 93.96393 | 2,473.027 | 22.50 | 16.19434 | 16.01505 |
Sparks | Curveball | 76.95513 | 2,478.518 | 112.50 | -11.76509 | -9.99760 |
Sparks | Slider | 88.08187 | 2,554.415 | 26.25 | 4.46622 | 4.30788 |
Sparks | Curveball | 76.43495 | 2,388.057 | 108.75 | -10.78631 | -12.65784 |
Sparks | Four-Seam | 92.75248 | 2,353.160 | 18.75 | 13.19190 | 17.31643 |
Sparks | Curveball | 76.51341 | 2,448.004 | 105.00 | -7.78028 | -11.57257 |
Sparks | Sinker | 92.02900 | 2,438.146 | 26.25 | 17.00257 | 15.53702 |
Sparks | Sinker | 90.09004 | 2,358.499 | 22.50 | 16.49965 | 16.28044 |
Sparks | Slider | 87.20711 | 2,437.983 | 18.75 | 3.82855 | 5.56599 |
Sparks | Curveball | 77.07245 | 2,563.075 | 108.75 | -12.96638 | -13.61910 |
Sparks | Sinker | 93.44204 | 2,431.666 | 30.00 | 19.47761 | 12.21430 |
Sparks | Sinker | 92.50038 | 2,377.160 | 30.00 | 18.26458 | 12.64288 |
Sparks | Sinker | 92.05923 | 2,371.841 | 30.00 | 17.82592 | 12.59375 |
Sparks | Sinker | 92.30990 | 2,423.065 | 33.75 | 19.34879 | 10.37682 |
Sparks | Slider | 89.25700 | 2,614.028 | 30.00 | 4.67622 | 3.84134 |
Sparks | Slider | 88.09745 | 2,647.569 | 180.00 | 0.26445 | 6.56504 |
Sparks | Sinker | 90.80314 | 2,425.081 | 33.75 | 20.40048 | 10.56788 |
Sparks | Slider | 87.10715 | 2,648.401 | 18.75 | 2.44477 | 4.71847 |
Sparks | Sinker | 90.99982 | 2,375.934 | 30.00 | 19.60036 | 10.89465 |
Sparks | Sinker | 90.96980 | 2,379.321 | 30.00 | 19.41497 | 12.68670 |
Sparks | Slider | 87.66723 | 2,646.633 | 30.00 | 4.64540 | 3.79355 |
Sparks | Sinker | 92.13761 | 2,497.036 | 30.00 | 18.49135 | 13.13926 |
Sparks | Sinker | 92.29250 | 2,398.694 | 30.00 | 17.27855 | 10.46536 |
Sparks | Sinker | 92.66874 | 2,433.323 | 30.00 | 19.26316 | 12.66772 |
Sparks | Sinker | 93.22099 | 2,396.414 | 22.50 | 18.14072 | 18.14501 |
Sparks | Curveball | 78.58612 | 2,509.903 | 108.75 | -10.97209 | -12.08701 |
Sparks | Slider | 89.62543 | 2,645.588 | 26.25 | 4.05902 | 4.04910 |
Sparks | Four-Seam | 93.70625 | 2,479.898 | 22.50 | 17.54032 | 16.88489 |
Sparks | Slider | 88.58558 | 2,614.623 | 15.00 | 3.56473 | 7.50839 |
Sparks | Four-Seam | 92.62620 | 2,449.274 | 26.25 | 18.46143 | 16.30548 |
Sparks | Curveball | 75.45433 | 2,470.443 | 116.25 | -16.71521 | -11.58627 |
Sparks | Sinker | 92.29703 | 2,480.751 | 30.00 | 17.91662 | 11.74099 |
Sparks | Curveball | 75.62554 | 2,397.508 | 116.25 | -17.57241 | -11.36008 |
Sparks | Slider | 89.54100 | 2,619.160 | 22.50 | 4.82520 | 6.25091 |
Sparks | Four-Seam | 93.98504 | 2,409.012 | 22.50 | 17.59824 | 17.41745 |
Sparks | Sinker | 93.48493 | 2,322.973 | 26.25 | 16.04032 | 13.34131 |
Sparks | Curveball | 78.68554 | 2,505.547 | 116.25 | -14.65044 | -8.43347 |
Sparks | Curveball | 77.82598 | 2,376.443 | 112.50 | -11.85650 | -11.61587 |
Sparks | Curveball | 78.01469 | 2,337.976 | 108.75 | -10.90174 | -11.15154 |
Sparks | Slider | 88.88007 | 2,556.770 | 153.75 | -1.94563 | 2.56012 |
Sparks | Sinker | 94.46377 | 2,399.338 | 22.50 | 14.83745 | 14.37383 |
Sparks | Sinker | 93.77176 | 2,452.475 | 26.25 | 16.28792 | 12.24079 |
Sparks | Sinker | 92.97529 | 2,357.283 | 26.25 | 16.23591 | 12.98351 |
Sparks | Sinker | 94.26756 | 2,472.234 | 26.25 | 16.78292 | 14.39666 |
Sparks | Sinker | 92.97248 | 2,385.295 | 30.00 | 16.83883 | 12.35001 |
Sparks | Curveball | 79.34201 | 2,513.123 | 112.50 | -10.34804 | -7.96426 |
Sparks | Curveball | 78.67286 | 2,552.605 | 112.50 | -11.51997 | -10.91528 |
Sparks | Sinker | 92.39101 | 2,339.900 | 26.25 | 16.53359 | 13.30217 |
Sparks | Sinker | 92.13262 | 2,371.889 | 26.25 | 16.55800 | 13.42194 |
Sparks | Curveball | 79.72326 | 2,717.946 | 105.00 | -10.82174 | -14.94784 |
Sparks | Slider | 89.83332 | 2,593.883 | 22.50 | 2.44252 | 3.41858 |
Sparks | Four-Seam | 93.76591 | 2,437.474 | 22.50 | 15.00812 | 15.01674 |
Sparks | Four-Seam | 93.61198 | 2,498.575 | 22.50 | 14.95765 | 16.93906 |
Sparks | Curveball | 76.76895 | 2,460.794 | 112.50 | -14.23005 | -11.22032 |
Sparks | Slider | 89.57228 | 2,654.427 | 191.25 | 1.48465 | 4.88414 |
Sparks | Four-Seam | 92.96060 | 2,503.559 | 22.50 | 14.84469 | 16.51379 |
Sparks | Curveball | 77.78012 | 2,530.248 | 112.50 | -13.46666 | -13.40347 |
Sparks | Curveball | 78.93315 | 2,589.110 | 108.75 | -13.25339 | -14.30894 |
Sparks | Four-Seam | 93.65871 | 2,452.221 | 22.50 | 16.18965 | 16.20926 |
Sparks | Curveball | 75.99898 | 2,568.697 | 112.50 | -13.76272 | -13.84505 |
Sparks | Four-Seam | 91.90959 | 2,484.661 | 18.75 | 13.87702 | 17.30820 |
Sparks | Four-Seam | 91.35412 | 2,400.898 | 22.50 | 13.95623 | 15.72107 |
Sparks | Four-Seam | 91.25646 | 2,330.614 | 18.75 | 14.02178 | 17.65926 |
Sparks | Four-Seam | 92.83062 | 2,438.424 | 18.75 | 13.84898 | 17.15221 |
Sparks | Sinker | 90.81877 | 2,361.410 | 26.25 | 17.91568 | 14.63241 |
Sparks | Sinker | 91.68741 | 2,370.704 | 26.25 | 15.53658 | 13.66674 |
Sparks | Sinker | 90.53377 | 2,384.829 | 22.50 | 15.81536 | 16.02473 |
Sparks | Sinker | 92.47604 | 2,388.962 | 22.50 | 15.28954 | 15.29505 |
Sparks | Sinker | 92.38883 | 2,505.121 | 26.25 | 16.73032 | 14.68465 |
Sparks | Curveball | 78.51584 | 2,577.120 | 112.50 | -12.20678 | -11.36741 |
Sparks | Sinker | 90.70372 | 2,425.893 | 22.50 | 15.80213 | 18.00883 |
Sparks | Cutter | 87.91050 | 2,531.650 | 183.75 | 1.57323 | 10.00875 |
Sparks | Four-Seam | 90.69239 | 2,418.151 | 18.75 | 14.95989 | 18.72970 |
Sparks | Four-Seam | 91.34530 | 2,403.609 | 18.75 | 13.70099 | 18.66064 |
Sparks | Four-Seam | 91.77388 | 2,395.877 | 18.75 | 14.33111 | 17.59780 |
Sparks | Four-Seam | 93.25873 | 2,463.811 | 18.75 | 16.35324 | 21.08206 |
Sparks | Sinker | 90.66276 | 2,385.729 | 22.50 | 17.29466 | 17.53363 |
Sparks | Sinker | 90.22859 | 2,354.300 | 22.50 | 15.29154 | 16.73509 |
Sparks | Sinker | 91.67662 | 2,388.924 | 22.50 | 15.82741 | 17.62225 |
Sparks | Sinker | 91.43110 | 2,397.066 | 26.25 | 16.32284 | 15.50194 |
Sparks | Sinker | 91.00037 | 2,368.596 | 26.25 | 16.71521 | 14.59973 |
Sparks | Four-Seam | 90.12372 | 2,334.406 | 22.50 | 14.54824 | 16.31473 |
Sparks | Slider | 85.81245 | 2,506.979 | 183.75 | 0.23484 | 4.50748 |
Sparks | Four-Seam | 90.11687 | 2,382.339 | 22.50 | 16.79410 | 18.38257 |
Sparks | Sinker | 90.78208 | 2,334.889 | 26.25 | 16.11713 | 15.12146 |
Sparks | Four-Seam | 91.86716 | 2,297.396 | 22.50 | 14.54556 | 16.53836 |
Sparks | Four-Seam | 93.14726 | 2,287.286 | 18.75 | 12.57654 | 16.30339 |
Sparks | Cutter | 89.69039 | 2,419.430 | 176.25 | -1.19768 | 9.34812 |
Sparks | Curveball | 77.64218 | 2,610.017 | 112.50 | -14.58316 | -11.94107 |
Sparks | Four-Seam | 91.98499 | 2,403.900 | 22.50 | 14.48591 | 17.53525 |
Sparks | Sinker | 93.37729 | 2,438.831 | 26.25 | 16.54588 | 14.87623 |
Sparks | Four-Seam | 93.96393 | 2,473.027 | 22.50 | 16.19434 | 16.01505 |
Sparks | Curveball | 76.95513 | 2,478.518 | 112.50 | -11.76509 | -9.99760 |
Sparks | Slider | 88.08187 | 2,554.415 | 26.25 | 4.46622 | 4.30788 |
Sparks | Curveball | 76.43495 | 2,388.057 | 108.75 | -10.78631 | -12.65784 |
Sparks | Four-Seam | 92.75248 | 2,353.160 | 18.75 | 13.19190 | 17.31643 |
Sparks | Curveball | 76.51341 | 2,448.004 | 105.00 | -7.78028 | -11.57257 |
Sparks | Sinker | 92.02900 | 2,438.146 | 26.25 | 17.00257 | 15.53702 |
Sparks | Sinker | 90.09004 | 2,358.499 | 22.50 | 16.49965 | 16.28044 |
Sparks | Slider | 87.20711 | 2,437.983 | 18.75 | 3.82855 | 5.56599 |
Sparks | Curveball | 77.07245 | 2,563.075 | 108.75 | -12.96638 | -13.61910 |
Sparks | Four-Seam | 93.99133 | 2,463.854 | 18.75 | 14.00249 | 20.36572 |
Sparks | Four-Seam | 92.84152 | 2,397.232 | 18.75 | 14.70056 | 19.26769 |
Sparks | Curveball | 78.12681 | 2,576.149 | 108.75 | -14.04001 | -15.26946 |
Sparks | Slider | 88.18776 | 2,507.143 | 138.75 | -1.62374 | 1.45969 |
Sparks | Sinker | 94.70109 | 2,346.459 | 26.25 | 16.22800 | 13.20209 |
Sparks | Sinker | 94.13296 | 2,317.401 | 26.25 | 14.86867 | 12.48079 |
Sparks | Four-Seam | 95.16706 | 2,282.241 | 22.50 | 13.59024 | 15.98883 |
Sparks | Sinker | 94.49653 | 2,127.376 | 22.50 | 13.84135 | 15.03107 |
Sparks | Slider | 88.53391 | 2,748.208 | 153.75 | -3.98016 | 4.65851 |
Sparks | Slider | 87.90755 | 2,668.498 | 165.00 | -1.14043 | 3.01358 |
Sparks | Four-Seam | 93.09775 | 2,386.515 | 22.50 | 12.82638 | 14.40875 |
Sparks | Four-Seam | 93.77256 | 2,431.732 | 22.50 | 15.09245 | 17.18284 |
Sparks | Sinker | 94.03982 | 2,332.942 | 26.25 | 17.95883 | 13.56044 |
Sparks | Curveball | 78.27734 | 2,453.563 | 108.75 | -11.86835 | -13.13327 |
Sparks | Curveball | 77.92212 | 2,429.556 | 108.75 | -12.37993 | -14.51812 |
Sparks | Curveball | 79.27177 | 2,473.974 | 112.50 | -14.30658 | -14.49268 |
Sparks | Four-Seam | 94.20638 | 2,343.976 | 22.50 | 14.87213 | 14.38914 |
Sparks | Sinker | 94.18699 | 2,378.302 | 26.25 | 17.51119 | 15.99040 |
Sparks | Curveball | 80.50417 | 2,560.053 | 105.00 | -7.60430 | -13.60146 |
Sparks | Sinker | 94.75045 | 2,440.092 | 26.25 | 16.10017 | 14.18343 |
Sparks | Four-Seam | 94.79488 | 2,390.454 | 22.50 | 13.34217 | 15.77737 |
Sparks | Slider | 86.85871 | 2,753.403 | 146.25 | -4.05500 | 2.98575 |
Sparks | Sinker | 92.80230 | 2,442.659 | 30.00 | 20.17225 | 12.81099 |
Sparks | Curveball | 79.06686 | 2,566.144 | 116.25 | -14.44505 | -10.37831 |
Sparks | Slider | 87.10189 | 2,670.718 | 165.00 | -1.50051 | 3.72358 |
Sparks | Slider | 86.64150 | 2,734.443 | 142.50 | -3.53099 | 1.84717 |
Sparks | Curveball | 79.73453 | 2,646.503 | 112.50 | -16.69347 | -13.77406 |
Sparks | Sinker | 93.93174 | 2,414.595 | 26.25 | 19.12674 | 14.64461 |
Sparks | Sinker | 93.58725 | 2,450.251 | 30.00 | 19.71351 | 14.23178 |
Sparks | Sinker | 93.53214 | 2,404.792 | 26.25 | 19.43505 | 14.14186 |
Sparks | Slider | 87.92005 | 2,719.142 | 172.50 | -0.48823 | 2.92803 |
Sparks | Sinker | 94.30700 | 2,421.367 | 33.75 | 19.63552 | 9.25567 |
Sparks | Sinker | 93.88654 | 2,392.887 | 26.25 | 19.39123 | 14.95229 |
Sparks | Sinker | 94.76954 | 2,390.805 | 30.00 | 20.97088 | 12.85009 |
Sparks | Sinker | 94.32879 | 2,416.825 | 30.00 | 19.09540 | 12.09544 |
Sparks | Cutter | 89.23527 | 2,689.891 | 168.75 | -1.93272 | 5.46622 |
Sparks | Sinker | 93.23852 | 2,398.214 | 33.75 | 21.56033 | 10.93201 |
Sparks | Four-Seam | 93.05802 | 2,303.301 | 18.75 | 12.89572 | 17.56292 |
Sparks | Slider | 87.89917 | 2,482.535 | 165.00 | -1.70193 | 3.90902 |
Sparks | Four-Seam | 93.65194 | 2,459.626 | 26.25 | 15.26375 | 13.80776 |
Sparks | Slider | 86.93985 | 2,646.584 | 146.25 | -4.75315 | 3.15055 |
Sparks | Slider | 88.37735 | 2,651.801 | 153.75 | -2.95984 | 3.20866 |
Sparks | Curveball | 80.66328 | 2,586.713 | 112.50 | -13.00300 | -10.06851 |
Sparks | Sinker | 93.85205 | 2,416.086 | 26.25 | 15.92871 | 13.72418 |
Sparks | Sinker | 93.29925 | 2,452.916 | 30.00 | 18.12883 | 11.81056 |
Sparks | Slider | 88.30220 | 2,534.308 | 180.00 | -0.03461 | 3.65732 |
Sparks | Slider | 88.32441 | 2,739.306 | 127.50 | -1.43760 | 0.85004 |
Sparks | Sinker | 93.03821 | 2,307.786 | 26.25 | 16.76812 | 14.12209 |
Sparks | Slider | 87.95253 | 2,584.671 | 183.75 | 0.37055 | 5.34733 |
Sparks | Sinker | 92.67678 | 2,359.473 | 22.50 | 17.85253 | 17.13442 |
Sparks | Curveball | 79.40873 | 2,513.793 | 105.00 | -8.46709 | -15.56139 |
Sparks | Curveball | 80.06746 | 2,540.152 | 105.00 | -8.83044 | -15.48107 |
Sparks | Four-Seam | 94.14447 | 2,446.866 | 22.50 | 17.78599 | 17.75214 |
Sparks | Slider | 86.30031 | 2,605.462 | 168.75 | -0.91827 | 3.24551 |
Sparks | Sinker | 92.64236 | 2,364.548 | 26.25 | 16.34698 | 13.47457 |
Sparks | Curveball | 77.36898 | 2,425.514 | 112.50 | -11.98583 | -9.83288 |
Sparks | Slider | 87.73544 | 2,649.502 | 165.00 | -0.86862 | 2.75103 |
Sparks | Curveball | 78.45264 | 2,365.844 | 116.25 | -13.31178 | -7.93914 |
Sparks | Curveball | 77.83161 | 2,361.649 | 120.00 | -11.13831 | -5.77177 |
Sparks | Slider | 88.00992 | 2,543.344 | 168.75 | -1.61831 | 5.01847 |
Sparks | Sinker | 92.45299 | 2,380.771 | 26.25 | 14.28308 | 12.60367 |
Sparks | Slider | 87.07016 | 2,499.412 | 172.50 | -0.73165 | 3.86795 |
Sparks | Curveball | 79.50573 | 2,498.806 | 116.25 | -16.81245 | -12.42324 |
Sparks | Sinker | 91.36627 | 2,408.852 | 26.25 | 20.59879 | 15.67513 |
Sparks | Sinker | 91.13035 | 2,438.701 | 30.00 | 20.77753 | 13.12934 |
Sparks | Sinker | 91.63547 | 2,434.279 | 30.00 | 20.76320 | 13.05430 |
Sparks | Slider | 88.05188 | 2,612.015 | 187.50 | 1.08457 | 6.04520 |
Sparks | Sinker | 93.50336 | 2,512.610 | 30.00 | 20.18418 | 13.18686 |
Sparks | Four-Seam | 91.87445 | 2,517.334 | 26.25 | 20.00733 | 17.64225 |
Sparks | Sinker | 92.01997 | 2,495.436 | 30.00 | 20.81757 | 13.18875 |
Sparks_Newport <- x %>%
filter(BatterTeam == "NEW_GUL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_Newport)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Sinker | 91.81015 | 2,351.265 | 22.50 | 18.15166 | 18.90040 |
Sparks | Sinker | 91.54461 | 2,271.366 | 26.25 | 19.44107 | 17.16237 |
Sparks | Slider | 77.14897 | 2,422.269 | 123.75 | -14.21032 | -4.54996 |
Sparks | Sinker | 89.59660 | 2,528.853 | 22.50 | 6.77674 | 8.30800 |
Sparks | Sinker | 92.52754 | 2,345.496 | 30.00 | 20.89292 | 13.51686 |
Sparks | Sinker | 93.21240 | 2,391.799 | 26.25 | 19.57454 | 16.65021 |
Sparks | Sinker | 92.50141 | 2,423.638 | 22.50 | 17.78355 | 16.88013 |
Sparks | Sinker | 93.04352 | 2,403.901 | 26.25 | 18.78194 | 16.93182 |
Sparks | Cutter | 87.64654 | 2,528.488 | 180.00 | -0.00071 | 10.51843 |
Sparks | Sinker | 92.60501 | 2,431.585 | 26.25 | 19.23426 | 15.36217 |
Sparks | Sinker | 92.78461 | 2,441.052 | 26.25 | 18.90407 | 16.33808 |
Sparks | Sinker | 93.07364 | 2,395.414 | 26.25 | 18.18151 | 16.69926 |
Sparks | Curveball | 80.02863 | 2,593.899 | 116.25 | -10.76036 | -7.26178 |
Sparks | Cutter | 90.12390 | 2,586.135 | 22.50 | 6.29189 | 7.38933 |
Sparks | Slider | 79.83594 | 2,703.771 | 120.00 | -10.02040 | -3.78618 |
Sparks | Sinker | 93.46859 | 2,515.911 | 30.00 | 20.20304 | 12.31548 |
Sparks | Sinker | 91.95282 | 2,411.720 | 26.25 | 18.36332 | 13.92957 |
Sparks | Sinker | 93.76886 | 2,475.025 | 30.00 | 18.96611 | 12.94749 |
Sparks | Sinker | 93.85842 | 2,476.679 | 26.25 | 17.34497 | 14.87694 |
Sparks | Curveball | 76.93944 | 2,515.593 | 120.00 | -10.98264 | -4.87244 |
Sparks | Slider | 87.92112 | 2,485.119 | 183.75 | 0.90547 | 11.19178 |
Sparks | Curveball | 78.09349 | 2,482.261 | 120.00 | -10.88186 | -3.79591 |
Sparks | Curveball | 77.97738 | 2,567.151 | 116.25 | -10.56375 | -5.39985 |
Sparks | Curveball | 78.42864 | 2,562.110 | 116.25 | -10.56532 | -5.55996 |
Sparks | Curveball | 78.56317 | 2,507.634 | 108.75 | -7.18638 | -8.55619 |
Sparks | Four-Seam | 93.71396 | 2,446.202 | 22.50 | 18.65336 | 18.07092 |
Sparks | Slider | 89.22352 | 2,505.327 | 18.75 | 4.80296 | 7.28146 |
Sparks | Slider | 89.79911 | 2,558.941 | 30.00 | 6.83492 | 5.12922 |
Sparks | Four-Seam | 92.99844 | 2,448.120 | 26.25 | 18.14560 | 16.47186 |
Sparks | Slider | 87.85971 | 2,584.948 | 187.50 | 1.64130 | 8.26193 |
Sparks | Curveball | 77.78269 | 2,445.013 | 120.00 | -12.46615 | -6.51311 |
Sparks | Curveball | 77.91604 | 2,390.141 | 120.00 | -12.16284 | -5.00134 |
Sparks | Curveball | 79.53498 | 2,432.032 | 116.25 | -10.51040 | -5.58083 |
Sparks | Four-Seam | 93.81984 | 2,475.292 | 26.25 | 18.24871 | 16.08619 |
Sparks | Sinker | 91.72170 | 2,340.033 | 26.25 | 20.89659 | 15.68879 |
Sparks | Sinker | 91.65922 | 2,403.532 | 26.25 | 18.76568 | 14.42048 |
Sparks | Sinker | 91.12384 | 2,327.331 | 30.00 | 21.06505 | 14.76469 |
Sparks | Sinker | 91.45807 | 2,221.635 | 30.00 | 22.22588 | 13.95871 |
Sparks | Four-Seam | 90.84423 | 2,445.805 | 191.25 | 3.48894 | 10.90237 |
Sparks | Curveball | 79.78425 | 2,523.353 | 108.75 | -6.88264 | -6.77504 |
Sparks | Cutter | 88.91240 | 2,545.343 | 187.50 | 2.55492 | 9.71410 |
Sparks | Slider | 88.60510 | 2,555.757 | 187.50 | 1.97870 | 9.01520 |
Sparks | Slider | 80.35170 | 2,558.332 | 127.50 | -7.17796 | -0.73102 |
Sparks | Curveball | 76.15359 | 2,463.930 | 112.50 | -11.68414 | -10.37012 |
Sparks | Curveball | 77.36448 | 2,555.687 | 112.50 | -12.29544 | -10.28497 |
Sparks | Curveball | 76.79581 | 2,474.905 | 116.25 | -13.34761 | -9.51977 |
Sparks | Slider | 86.83365 | 2,627.771 | 168.75 | -2.32575 | 7.28264 |
Sparks | Four-Seam | 92.79883 | 2,415.237 | 22.50 | 18.16682 | 17.22741 |
Sparks | Sinker | 91.14920 | 2,314.320 | 33.75 | 23.48171 | 9.70032 |
Sparks | Curveball | 78.49035 | 2,455.570 | 112.50 | -10.74556 | -8.42071 |
Sparks | Slider | 79.64125 | 2,439.660 | 131.25 | -18.78674 | -1.30563 |
Sparks | Slider | 88.59607 | 2,472.100 | 183.75 | 1.03000 | 9.64489 |
Sparks | Changeup | 83.21518 | 1,356.512 | 30.00 | 9.80587 | 6.43059 |
Sparks | Sinker | 92.44905 | 2,350.076 | 33.75 | 20.50277 | 10.59268 |
Sparks | Sinker | 91.35030 | 2,360.478 | 26.25 | 16.92871 | 14.72670 |
Sparks | Sinker | 90.15816 | 2,285.149 | 30.00 | 16.45375 | 11.99717 |
Sparks | Slider | 86.55888 | 2,423.459 | 15.00 | 3.29819 | 6.79532 |
Sparks | Slider | 85.19778 | 2,452.782 | 26.25 | 3.71067 | 4.54508 |
Sparks | Four-Seam | 90.88701 | 2,324.274 | 22.50 | 16.51965 | 16.68005 |
Sparks | Curveball | 76.59302 | 2,406.929 | 108.75 | -7.42985 | -7.41748 |
Sparks | Sinker | 89.70790 | 2,338.028 | 26.25 | 18.75635 | 15.04253 |
Sparks | Four-Seam | 91.93091 | 2,299.925 | 22.50 | 16.75151 | 15.98245 |
Sparks | Sinker | 91.54631 | 2,337.087 | 30.00 | 18.28674 | 13.00359 |
Sparks | Sinker | 91.61393 | 2,338.656 | 26.25 | 17.47253 | 15.50123 |
Sparks | Sinker | 91.21335 | 2,282.544 | 26.25 | 21.43899 | 16.72068 |
Sparks | Curveball | 78.87777 | 2,440.142 | 120.00 | -11.70272 | -6.15469 |
Sparks | Sinker | 88.34261 | 2,234.332 | 26.25 | 17.77942 | 13.49698 |
Sparks | Slider | 86.98833 | 2,489.711 | 191.25 | 2.76953 | 8.57402 |
Sparks | Slider | 85.89756 | 2,407.547 | 187.50 | 1.72122 | 7.12130 |
Sparks | Curveball | 75.99229 | 2,442.922 | 116.25 | -11.19473 | -6.68028 |
Sparks | Four-Seam | 91.33704 | 2,422.204 | 18.75 | 16.37076 | 21.28222 |
Sparks | Four-Seam | 90.70212 | 2,389.179 | 22.50 | 16.60899 | 20.01678 |
Sparks | Slider | 86.53792 | 2,564.602 | 176.25 | -0.74280 | 8.13351 |
Sparks | Cutter | 87.87530 | 2,596.965 | 180.00 | 0.17953 | 13.18890 |
Sparks | Sinker | 90.24418 | 2,345.162 | 26.25 | 19.70509 | 17.99099 |
Sparks | Curveball | 77.86210 | 2,559.086 | 116.25 | -13.68639 | -8.26764 |
Sparks | Curveball | 78.02263 | 2,495.474 | 108.75 | -8.67036 | -8.72808 |
Sparks | Changeup | 81.16765 | 1,276.008 | 30.00 | 10.17213 | 6.91166 |
Sparks | Curveball | 76.16388 | 2,366.236 | 116.25 | -11.12323 | -7.12327 |
Sparks | Sinker | 91.24142 | 2,365.910 | 26.25 | 19.77576 | 15.80300 |
Sparks | Sinker | 91.93723 | 2,361.158 | 26.25 | 19.34997 | 15.64355 |
Sparks | Curveball | 79.19022 | 2,500.771 | 116.25 | -9.50119 | -6.32138 |
Sparks | Slider | 87.22815 | 2,614.669 | 183.75 | 0.30669 | 5.80768 |
Sparks | Curveball | 75.05441 | 2,471.235 | 123.75 | -14.44454 | -4.93532 |
Sparks | Slider | 86.48815 | 2,598.348 | 191.25 | 3.04236 | 7.65965 |
Sparks | Curveball | 76.27699 | 2,534.782 | 123.75 | -16.59477 | -6.35555 |
Sparks | Sinker | 91.18165 | 2,357.666 | 26.25 | 19.58320 | 16.35485 |
Sparks | Sinker | 91.90621 | 2,387.063 | 30.00 | 21.12107 | 13.26839 |
Sparks | Four-Seam | 87.37084 | 2,533.705 | 15.00 | 6.87374 | 11.98512 |
Sparks | Curveball | 75.79564 | 2,414.805 | 120.00 | -14.15965 | -5.77957 |
Sparks | Curveball | 77.49374 | 2,492.473 | 123.75 | -13.24965 | -4.85945 |
Sparks | Curveball | 78.51686 | 2,613.943 | 116.25 | -13.65009 | -7.91079 |
Sparks | Curveball | 77.31722 | 2,523.607 | 116.25 | -11.48611 | -6.89603 |
Sparks_UValley2 <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-03") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_UValley2)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Cutter | 88.91956 | 2,540.824 | 15.00 | 4.50910 | 8.94882 |
Sparks | Four-Seam | 93.03207 | 2,325.144 | 22.50 | 16.58611 | 16.76690 |
Sparks | Sinker | 92.57502 | 2,357.626 | 26.25 | 18.35879 | 16.03221 |
Sparks | Sinker | 91.18467 | 2,355.944 | 26.25 | 17.18647 | 15.50891 |
Sparks | Curveball | 75.81620 | 2,410.386 | 120.00 | -10.39953 | -4.83351 |
Sparks | Sinker | 90.64333 | 2,369.699 | 26.25 | 19.52977 | 17.34749 |
Sparks | Sinker | 92.06944 | 2,436.141 | 22.50 | 17.99343 | 18.16840 |
Sparks | Sinker | 92.17425 | 2,433.795 | 26.25 | 17.94666 | 15.76619 |
Sparks | Sinker | 91.74551 | 2,425.592 | 26.25 | 17.32198 | 14.70989 |
Sparks | Sinker | 91.54821 | 2,430.702 | 26.25 | 17.43584 | 15.28694 |
Sparks | Curveball | 77.01758 | 2,527.341 | 120.00 | -12.09040 | -5.31890 |
Sparks | Curveball | 77.83429 | 2,557.164 | 120.00 | -10.31658 | -4.25650 |
Sparks | Sinker | 92.41184 | 2,454.650 | 26.25 | 18.08627 | 16.98753 |
Sparks | Cutter | 87.20244 | 2,590.563 | 176.25 | -1.09760 | 11.16485 |
Sparks | Four-Seam | 91.95470 | 2,431.788 | 22.50 | 16.30103 | 18.47820 |
Sparks | Curveball | 77.21594 | 2,581.250 | 116.25 | -9.97930 | -5.79016 |
Sparks | Four-Seam | 92.85058 | 2,471.116 | 22.50 | 15.78765 | 17.56214 |
Sparks | Sinker | 93.21133 | 2,481.876 | 26.25 | 17.15800 | 14.58753 |
Sparks | Sinker | 93.04037 | 2,386.309 | 26.25 | 17.21808 | 14.84753 |
Sparks | Curveball | 77.73773 | 2,446.626 | 120.00 | -8.12296 | -2.80473 |
Sparks | Sinker | 93.05786 | 2,364.860 | 26.25 | 17.40725 | 16.25300 |
Sparks | Sinker | 92.82470 | 2,431.452 | 26.25 | 17.76229 | 15.45418 |
Sparks | Slider | 78.71400 | 2,475.516 | 123.75 | -7.85835 | -1.23831 |
Sparks | Slider | 87.02886 | 2,498.081 | 191.25 | 2.14158 | 6.72319 |
Sparks | Sinker | 91.63267 | 2,384.229 | 22.50 | 16.72859 | 17.81151 |
Sparks | Sinker | 91.62627 | 2,365.392 | 22.50 | 17.49383 | 16.69706 |
Sparks | Four-Seam | 91.09546 | 2,387.677 | 18.75 | 15.65446 | 20.17214 |
Sparks | Four-Seam | 92.47458 | 2,476.860 | 26.25 | 19.07883 | 16.78804 |
Sparks | Curveball | 78.75362 | 2,557.097 | 123.75 | -10.90552 | -2.53677 |
Sparks | Sinker | 92.36768 | 2,458.864 | 22.50 | 18.03702 | 17.76375 |
Sparks | Cutter | 88.56694 | 2,585.621 | 187.50 | 1.68461 | 7.45493 |
Sparks | Sinker | 92.70768 | 2,410.208 | 26.25 | 18.13741 | 15.53721 |
Sparks | Sinker | 93.55412 | 2,479.239 | 26.25 | 17.79969 | 15.37343 |
Sparks | Curveball | 80.60774 | 2,711.353 | 112.50 | -9.57004 | -7.22335 |
Sparks | Four-Seam | 92.84359 | 2,396.589 | 26.25 | 16.32178 | 14.81056 |
Sparks | Curveball | 77.95595 | 2,415.138 | 123.75 | -9.76792 | -3.10469 |
Sparks | Slider | 86.24825 | 2,415.696 | 191.25 | 2.31788 | 6.65681 |
Sparks | Sinker | 90.82936 | 2,374.371 | 26.25 | 16.41765 | 13.63678 |
Sparks | Slider | 86.33408 | 2,454.354 | 183.75 | 0.84106 | 7.23331 |
Sparks | Curveball | 77.88593 | 2,518.738 | 116.25 | -9.74918 | -5.58555 |
Sparks | Sinker | 90.49120 | 2,350.100 | 22.50 | 16.25749 | 16.58753 |
Sparks | Sinker | 90.97243 | 2,389.717 | 26.25 | 17.05458 | 15.19465 |
Sparks | Sinker | 90.54449 | 2,409.707 | 30.00 | 18.45111 | 13.21513 |
Sparks | Sinker | 90.07388 | 2,317.274 | 30.00 | 18.95261 | 13.75993 |
Sparks | Sinker | 91.38432 | 2,408.078 | 30.00 | 17.27367 | 12.46331 |
Sparks | Slider | 88.52230 | 2,499.019 | 18.75 | 2.79028 | 5.29563 |
Sparks | Slider | 88.30109 | 2,453.721 | 15.00 | 3.80795 | 7.95142 |
Sparks | Curveball | 78.96532 | 2,462.619 | 112.50 | -7.70178 | -5.75752 |
Sparks | Four-Seam | 90.88063 | 2,412.130 | 18.75 | 12.62473 | 16.37591 |
Sparks | Slider | 86.97720 | 2,479.730 | 180.00 | 0.41563 | 8.64300 |
Sparks | Four-Seam | 92.45452 | 2,429.893 | 18.75 | 12.98359 | 16.75217 |
Sparks | Four-Seam | 91.25145 | 2,396.354 | 22.50 | 14.54587 | 17.27151 |
Sparks_NAdams <- x %>%
filter(BatterTeam == "NOR_ADA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_NAdams)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Slider | 86.38290 | 2,320.962 | 71.25 | 0.37032 | 0.89449 |
Sparks | Slider | 86.38890 | 2,223.222 | 183.75 | 0.23500 | 3.01268 |
Sparks | Sinker | 93.82144 | 2,417.048 | 26.25 | 15.59158 | 13.54709 |
Sparks | Sinker | 93.68566 | 2,495.335 | 30.00 | 18.36907 | 13.21410 |
Sparks | Curveball | 79.76222 | 2,494.164 | 120.00 | -13.76394 | -6.60178 |
Sparks | Slider | 85.46221 | 2,381.381 | 168.75 | -1.57571 | 4.92422 |
Sparks | Slider | 84.79679 | 2,316.893 | 191.25 | 1.65910 | 4.74327 |
Sparks | Sinker | 93.02059 | 2,454.024 | 26.25 | 17.22107 | 15.74796 |
Sparks | Sinker | 91.50533 | 2,416.362 | 26.25 | 17.44824 | 16.29154 |
Sparks | Sinker | 92.07124 | 2,403.847 | 26.25 | 18.42753 | 16.14107 |
Sparks | Sinker | 92.51466 | 2,407.633 | 26.25 | 18.44666 | 15.37398 |
Sparks | Sinker | 91.66197 | 2,481.057 | 30.00 | 19.43926 | 13.25536 |
Sparks | Slider | 85.50673 | 2,439.004 | 191.25 | 1.54976 | 4.98008 |
Sparks | Sinker | 92.28522 | 2,428.189 | 26.25 | 15.20186 | 14.11851 |
Sparks | Sinker | 92.53204 | 2,435.685 | 30.00 | 18.32729 | 10.30217 |
Sparks | Slider | 85.63350 | 2,396.246 | 161.25 | -0.83921 | 2.31815 |
Sparks | Slider | 85.97407 | 2,473.023 | 150.00 | -2.49917 | 2.57921 |
Sparks | Sinker | 92.06187 | 2,399.311 | 30.00 | 20.11395 | 13.36331 |
Sparks | Four-Seam | 92.10913 | 2,458.151 | 26.25 | 20.85584 | 16.37355 |
Sparks | Slider | 84.78312 | 2,333.657 | 135.00 | -4.24571 | 1.50331 |
Sparks | Sinker | 93.75465 | 2,456.571 | 26.25 | 17.13899 | 13.88434 |
Sparks | Sinker | 93.26331 | 2,514.158 | 30.00 | 18.80918 | 12.26973 |
Sparks | Four-Seam | 91.91006 | 2,357.001 | 22.50 | 13.83946 | 17.00686 |
Sparks | Sinker | 90.16240 | 2,330.360 | 26.25 | 14.90489 | 14.28926 |
Sparks | Sinker | 91.19971 | 2,341.145 | 26.25 | 16.07560 | 13.10670 |
Sparks | Sinker | 90.97696 | 2,350.892 | 30.00 | 16.13670 | 11.56674 |
Sparks | Slider | 83.53589 | 2,404.501 | 168.75 | -1.42425 | 4.70032 |
Sparks | Sinker | 91.46893 | 2,391.270 | 26.25 | 16.82473 | 13.57024 |
Sparks | Sinker | 90.97718 | 2,333.804 | 30.00 | 17.32355 | 10.53426 |
Sparks | Slider | 84.67044 | 2,288.534 | 165.00 | -1.61417 | 4.10441 |
Sparks | Four-Seam | 93.44467 | 2,469.271 | 22.50 | 15.05568 | 16.02891 |
Sparks | Curveball | 78.26254 | 2,441.945 | 112.50 | -11.91607 | -11.06568 |
Sparks | Slider | 86.41277 | 2,284.760 | 153.75 | -2.25665 | 2.79221 |
Sparks | Sinker | 93.08405 | 2,382.170 | 26.25 | 17.67280 | 13.39205 |
Sparks | Sinker | 92.69998 | 2,456.811 | 30.00 | 17.92245 | 12.50040 |
Sparks | Curveball | 80.38884 | 2,630.256 | 105.00 | -9.98705 | -14.00930 |
Sparks | Four-Seam | 94.40577 | 2,503.128 | 26.25 | 15.93170 | 14.86639 |
Sparks | Slider | 85.17289 | 2,422.461 | 127.50 | -3.49626 | 0.14071 |
Sparks | Sinker | 92.05636 | 2,412.954 | 26.25 | 16.86406 | 12.93741 |
Sparks | Slider | 86.06179 | 2,274.274 | 172.50 | -0.42130 | 3.16449 |
Sparks | Sinker | 92.87176 | 2,437.872 | 33.75 | 19.47127 | 10.58162 |
Sparks | Sinker | 92.23187 | 2,509.109 | 41.25 | 20.98371 | 4.69567 |
Sparks_Keene <- x %>%
filter(BatterTeam == "KEE_SWA") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_Keene)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Sinker | 92.65818 | 2,337.341 | 26.25 | 17.12777 | 13.43123 |
Sparks | Sinker | 92.36323 | 2,264.875 | 30.00 | 16.33103 | 11.39926 |
Sparks | Sinker | 92.30463 | 2,259.946 | 26.25 | 16.53438 | 14.73304 |
Sparks | Slider | 88.75286 | 2,534.898 | 165.00 | -2.42122 | 5.33524 |
Sparks | Four-Seam | 94.95765 | 2,394.028 | 22.50 | 11.79060 | 13.86705 |
Sparks | Slider | 89.30925 | 2,526.907 | 191.25 | 1.24780 | 3.78878 |
Sparks | Four-Seam | 94.75270 | 2,335.518 | 22.50 | 16.65084 | 16.25367 |
Sparks | Four-Seam | 94.75799 | 2,380.076 | 22.50 | 15.88544 | 15.78347 |
Sparks | Curveball | 80.68192 | 2,573.884 | 112.50 | -11.49367 | -9.58390 |
Sparks | Sinker | 93.93595 | 2,370.700 | 30.00 | 17.85635 | 12.74044 |
Sparks | Slider | 88.61658 | 2,668.344 | 187.50 | 0.83295 | 4.18429 |
Sparks | Curveball | 77.58157 | 2,488.454 | 112.50 | -9.42646 | -8.53241 |
Sparks | Slider | 85.29365 | 2,551.657 | 127.50 | -3.23201 | 0.30638 |
Sparks | Sinker | 92.67150 | 2,387.634 | 26.25 | 15.92934 | 14.35465 |
Sparks | Slider | 88.20613 | 2,494.553 | 161.25 | -2.95866 | 5.55973 |
Sparks | Four-Seam | 93.68642 | 2,210.632 | 22.50 | 15.65729 | 18.10241 |
Sparks | Four-Seam | 94.05273 | 2,371.750 | 26.25 | 16.53253 | 15.28855 |
Sparks | Sinker | 93.57118 | 2,426.212 | 26.25 | 16.34036 | 13.49639 |
Sparks | Slider | 89.72904 | 2,635.766 | 187.50 | 1.02331 | 4.46449 |
Sparks | Sinker | 94.89359 | 2,475.352 | 26.25 | 16.99320 | 15.85619 |
Sparks | Four-Seam | 93.88102 | 2,411.113 | 22.50 | 16.21103 | 16.43091 |
Sparks | Slider | 89.36818 | 2,446.725 | 168.75 | -1.48567 | 4.81496 |
Sparks | Sinker | 93.39614 | 2,363.396 | 26.25 | 17.11997 | 12.69595 |
Sparks | Curveball | 79.65371 | 2,608.840 | 108.75 | -10.96445 | -11.25375 |
Sparks | Four-Seam | 94.03298 | 2,385.649 | 18.75 | 13.20501 | 16.19737 |
Sparks | Four-Seam | 94.95895 | 2,418.214 | 22.50 | 14.60135 | 15.76595 |
Sparks | Slider | 87.21026 | 2,646.819 | 131.25 | -3.95622 | 0.94996 |
Sparks | Four-Seam | 93.56705 | 2,442.972 | 22.50 | 15.46272 | 15.84178 |
Sparks | Sinker | 92.41175 | 2,477.144 | 22.50 | 17.24521 | 16.83584 |
Sparks | Curveball | 80.14302 | 2,736.847 | 108.75 | -8.45634 | -9.08485 |
Sparks | Curveball | 81.20974 | 2,646.273 | 108.75 | -10.02485 | -10.75898 |
Sparks | Four-Seam | 94.93149 | 2,408.139 | 22.50 | 14.91906 | 14.98910 |
Sparks | Slider | 89.10992 | 2,560.376 | 187.50 | 0.85213 | 4.74485 |
Sparks | Slider | 89.10108 | 2,626.488 | 176.25 | -0.18457 | 4.15256 |
Sparks | Sinker | 92.66626 | 2,395.620 | 26.25 | 15.49942 | 13.02268 |
Sparks | Sinker | 92.80141 | 2,285.807 | 22.50 | 14.38410 | 15.06926 |
Sparks | Four-Seam | 95.13633 | 2,475.214 | 22.50 | 13.95690 | 15.78816 |
Sparks | Four-Seam | 94.24098 | 2,421.778 | 22.50 | 14.80363 | 15.75540 |
Sparks | Curveball | 76.26294 | 2,460.337 | 112.50 | -11.31174 | -10.49993 |
Sparks | Sinker | 91.30254 | 2,269.189 | 26.25 | 17.94403 | 14.26454 |
Sparks | Sinker | 91.28924 | 2,305.970 | 26.25 | 16.78166 | 15.04769 |
Sparks | Slider | 87.18849 | 2,499.854 | 172.50 | -2.37965 | 8.74882 |
Sparks | Four-Seam | 92.54087 | 2,505.236 | 18.75 | 12.22099 | 17.23221 |
Sparks | Four-Seam | 93.28983 | 2,463.829 | 18.75 | 11.91276 | 18.91162 |
Sparks | Four-Seam | 92.48247 | 2,411.929 | 18.75 | 15.35351 | 19.58044 |
Sparks | Sinker | 91.90330 | 2,396.380 | 26.25 | 16.75879 | 14.51359 |
Sparks | Slider | 87.73778 | 2,517.554 | 172.50 | -0.90760 | 5.32477 |
Sparks | Sinker | 92.95375 | 2,354.834 | 26.25 | 17.48245 | 15.02851 |
Sparks | Four-Seam | 92.45464 | 2,303.996 | 22.50 | 15.58213 | 15.91556 |
Sparks | Sinker | 91.89019 | 2,350.183 | 22.50 | 15.34934 | 16.05851 |
Sparks | Slider | 88.40080 | 2,504.981 | 191.25 | 1.60886 | 4.79752 |
Sparks | Sinker | 92.80725 | 2,397.328 | 26.25 | 16.83603 | 13.62217 |
Sparks | Four-Seam | 91.84133 | 2,337.153 | 22.50 | 14.59359 | 17.28560 |
Sparks | Four-Seam | 94.17479 | 2,483.414 | 26.25 | 15.83576 | 14.20426 |
Sparks | Slider | 88.70439 | 2,665.332 | 187.50 | 0.90032 | 5.06138 |
Sparks | Curveball | 79.69941 | 2,736.154 | 112.50 | -12.34627 | -9.73756 |
Sparks | Sinker | 93.75343 | 2,467.979 | 26.25 | 17.65438 | 14.46465 |
Sparks | Four-Seam | 94.64697 | 2,505.090 | 26.25 | 18.30347 | 16.08836 |
Sparks | Sinker | 93.55396 | 2,485.224 | 26.25 | 17.96619 | 13.60296 |
Sparks | Curveball | 80.87604 | 2,612.490 | 112.50 | -9.02674 | -7.98217 |
Sparks | Curveball | 80.29866 | 2,696.384 | 112.50 | -11.18103 | -10.39997 |
Sparks | Slider | 87.13625 | 2,641.911 | 180.00 | 0.07358 | 3.93756 |
Sparks | Four-Seam | 94.02252 | 2,400.903 | 22.50 | 14.58107 | 16.14284 |
Sparks | Four-Seam | 95.57605 | 2,449.938 | 22.50 | 15.47450 | 16.21210 |
Sparks | Four-Seam | 93.90610 | 2,438.283 | 22.50 | 16.20068 | 16.08733 |
Sparks | Sinker | 91.01686 | 2,269.927 | 26.25 | 19.35970 | 14.69650 |
Sparks | Slider | 87.16702 | 2,418.525 | 176.25 | -0.33457 | 4.54496 |
Sparks | Curveball | 77.02779 | 2,530.230 | 112.50 | -10.15335 | -9.35512 |
Sparks | Curveball | 79.95568 | 2,603.741 | 112.50 | -11.23816 | -10.04556 |
Sparks | Curveball | 78.42333 | 2,572.343 | 112.50 | -11.02694 | -10.82800 |
Sparks | Sinker | 91.66587 | 2,394.371 | 26.25 | 17.84009 | 14.88942 |
Sparks | Slider | 87.40749 | 2,647.203 | 157.50 | -2.95303 | 4.37481 |
Sparks | Curveball | 78.37532 | 2,600.663 | 112.50 | -13.75139 | -12.13284 |
Sparks | Sinker | 91.65833 | 2,408.266 | 26.25 | 18.39981 | 14.07784 |
Sparks_Sanford2 <- x %>%
filter(BatterTeam == "SAN_MAI", Date == "2023-07-26") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
regulartable(Sparks_Sanford2)%>%
autofit()Pitcher | AutoPitchType | RelSpeed | SpinRate | Tilt | HorzBreak | InducedVertBreak |
|---|---|---|---|---|---|---|
Sparks | Four-Seam | 93.99133 | 2,463.854 | 18.75 | 14.00249 | 20.36572 |
Sparks | Four-Seam | 92.84152 | 2,397.232 | 18.75 | 14.70056 | 19.26769 |
Sparks | Curveball | 78.12681 | 2,576.149 | 108.75 | -14.04001 | -15.26946 |
Sparks | Slider | 88.18776 | 2,507.143 | 138.75 | -1.62374 | 1.45969 |
Sparks | Sinker | 94.70109 | 2,346.459 | 26.25 | 16.22800 | 13.20209 |
Sparks | Sinker | 94.13296 | 2,317.401 | 26.25 | 14.86867 | 12.48079 |
Sparks | Four-Seam | 95.16706 | 2,282.241 | 22.50 | 13.59024 | 15.98883 |
Sparks | Sinker | 94.49653 | 2,127.376 | 22.50 | 13.84135 | 15.03107 |
Sparks | Slider | 88.53391 | 2,748.208 | 153.75 | -3.98016 | 4.65851 |
Sparks | Slider | 87.90755 | 2,668.498 | 165.00 | -1.14043 | 3.01358 |
Sparks | Four-Seam | 93.09775 | 2,386.515 | 22.50 | 12.82638 | 14.40875 |
Sparks | Four-Seam | 93.77256 | 2,431.732 | 22.50 | 15.09245 | 17.18284 |
Sparks | Sinker | 94.03982 | 2,332.942 | 26.25 | 17.95883 | 13.56044 |
Sparks | Curveball | 78.27734 | 2,453.563 | 108.75 | -11.86835 | -13.13327 |
Sparks | Curveball | 77.92212 | 2,429.556 | 108.75 | -12.37993 | -14.51812 |
Sparks | Curveball | 79.27177 | 2,473.974 | 112.50 | -14.30658 | -14.49268 |
Sparks | Four-Seam | 94.20638 | 2,343.976 | 22.50 | 14.87213 | 14.38914 |
Sparks | Sinker | 94.18699 | 2,378.302 | 26.25 | 17.51119 | 15.99040 |
Sparks | Curveball | 80.50417 | 2,560.053 | 105.00 | -7.60430 | -13.60146 |
Sparks | Sinker | 94.75045 | 2,440.092 | 26.25 | 16.10017 | 14.18343 |
Sparks | Four-Seam | 94.79488 | 2,390.454 | 22.50 | 13.34217 | 15.77737 |
Sparks | Slider | 86.85871 | 2,753.403 | 146.25 | -4.05500 | 2.98575 |
Sparks | Sinker | 92.80230 | 2,442.659 | 30.00 | 20.17225 | 12.81099 |
Sparks | Curveball | 79.06686 | 2,566.144 | 116.25 | -14.44505 | -10.37831 |
Sparks | Slider | 87.10189 | 2,670.718 | 165.00 | -1.50051 | 3.72358 |
Sparks | Slider | 86.64150 | 2,734.443 | 142.50 | -3.53099 | 1.84717 |
Sparks | Curveball | 79.73453 | 2,646.503 | 112.50 | -16.69347 | -13.77406 |
Sparks | Sinker | 93.93174 | 2,414.595 | 26.25 | 19.12674 | 14.64461 |
Sparks | Sinker | 93.58725 | 2,450.251 | 30.00 | 19.71351 | 14.23178 |
Sparks | Sinker | 93.53214 | 2,404.792 | 26.25 | 19.43505 | 14.14186 |
Sparks | Slider | 87.92005 | 2,719.142 | 172.50 | -0.48823 | 2.92803 |
Sparks | Sinker | 94.30700 | 2,421.367 | 33.75 | 19.63552 | 9.25567 |
Sparks | Sinker | 93.88654 | 2,392.887 | 26.25 | 19.39123 | 14.95229 |
Sparks | Sinker | 94.76954 | 2,390.805 | 30.00 | 20.97088 | 12.85009 |
Sparks | Sinker | 94.32879 | 2,416.825 | 30.00 | 19.09540 | 12.09544 |
Sparks | Cutter | 89.23527 | 2,689.891 | 168.75 | -1.93272 | 5.46622 |
Sparks | Sinker | 93.23852 | 2,398.214 | 33.75 | 21.56033 | 10.93201 |
Sparks | Four-Seam | 93.05802 | 2,303.301 | 18.75 | 12.89572 | 17.56292 |
Sparks | Slider | 87.89917 | 2,482.535 | 165.00 | -1.70193 | 3.90902 |
Sparks | Four-Seam | 93.65194 | 2,459.626 | 26.25 | 15.26375 | 13.80776 |
Sparks | Slider | 86.93985 | 2,646.584 | 146.25 | -4.75315 | 3.15055 |
Sparks | Slider | 88.37735 | 2,651.801 | 153.75 | -2.95984 | 3.20866 |
Sparks | Curveball | 80.66328 | 2,586.713 | 112.50 | -13.00300 | -10.06851 |
Sparks | Sinker | 93.85205 | 2,416.086 | 26.25 | 15.92871 | 13.72418 |
Sparks | Sinker | 93.29925 | 2,452.916 | 30.00 | 18.12883 | 11.81056 |
Sparks | Slider | 88.30220 | 2,534.308 | 180.00 | -0.03461 | 3.65732 |
Sparks | Slider | 88.32441 | 2,739.306 | 127.50 | -1.43760 | 0.85004 |
Sparks | Sinker | 93.03821 | 2,307.786 | 26.25 | 16.76812 | 14.12209 |
Sparks | Slider | 87.95253 | 2,584.671 | 183.75 | 0.37055 | 5.34733 |
Sparks | Sinker | 92.67678 | 2,359.473 | 22.50 | 17.85253 | 17.13442 |
Sparks | Curveball | 79.40873 | 2,513.793 | 105.00 | -8.46709 | -15.56139 |
Sparks | Curveball | 80.06746 | 2,540.152 | 105.00 | -8.83044 | -15.48107 |
Sparks | Four-Seam | 94.14447 | 2,446.866 | 22.50 | 17.78599 | 17.75214 |
Sparks | Slider | 86.30031 | 2,605.462 | 168.75 | -0.91827 | 3.24551 |
Sparks | Sinker | 92.64236 | 2,364.548 | 26.25 | 16.34698 | 13.47457 |
Sparks | Curveball | 77.36898 | 2,425.514 | 112.50 | -11.98583 | -9.83288 |
Sparks | Slider | 87.73544 | 2,649.502 | 165.00 | -0.86862 | 2.75103 |
Sparks | Curveball | 78.45264 | 2,365.844 | 116.25 | -13.31178 | -7.93914 |
Sparks | Curveball | 77.83161 | 2,361.649 | 120.00 | -11.13831 | -5.77177 |
Sparks | Slider | 88.00992 | 2,543.344 | 168.75 | -1.61831 | 5.01847 |
Sparks | Sinker | 92.45299 | 2,380.771 | 26.25 | 14.28308 | 12.60367 |
Sparks | Slider | 87.07016 | 2,499.412 | 172.50 | -0.73165 | 3.86795 |
Sparks | Curveball | 79.50573 | 2,498.806 | 116.25 | -16.81245 | -12.42324 |
Sparks | Sinker | 91.36627 | 2,408.852 | 26.25 | 20.59879 | 15.67513 |
Sparks | Sinker | 91.13035 | 2,438.701 | 30.00 | 20.77753 | 13.12934 |
Sparks | Sinker | 91.63547 | 2,434.279 | 30.00 | 20.76320 | 13.05430 |
Sparks | Slider | 88.05188 | 2,612.015 | 187.50 | 1.08457 | 6.04520 |
Sparks | Sinker | 93.50336 | 2,512.610 | 30.00 | 20.18418 | 13.18686 |
Sparks | Four-Seam | 91.87445 | 2,517.334 | 26.25 | 20.00733 | 17.64225 |
Sparks | Sinker | 92.01997 | 2,495.436 | 30.00 | 20.81757 | 13.18875 |
## Warning: Removed 25 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) 