Tucker_2023
2023-06-09
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Tucker | Changeup | 69 | 29 | 40 | 57.97% | 42.03% |
Tucker | Curveball | 2 | 0 | 2 | 100.00% | 0.00% |
Tucker | Four-Seam | 84 | 36 | 48 | 57.14% | 42.86% |
Tucker | Sinker | 140 | 46 | 94 | 67.14% | 32.86% |
Tucker | Slider | 123 | 29 | 94 | 76.42% | 23.58% |
Tucker | Splitter | 1 | 1 | 0 | 0.00% | 100.00% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Tucker | Changeup | 69 | 29 | 40 | 82.70207 | 1,439.543 | 7.745267 | 9.389464 | 32.11957 | 57.97% | 42.03% |
Tucker | Curveball | 2 | 0 | 2 | 76.16502 | 2,236.655 | -5.633605 | -12.024355 | 120.00000 | 100.00% | 0.00% |
Tucker | Four-Seam | 84 | 36 | 48 | 90.05604 | 2,288.444 | 16.012796 | 10.562234 | 36.87500 | 57.14% | 42.86% |
Tucker | Sinker | 140 | 46 | 94 | 89.20029 | 2,208.416 | 11.596151 | 15.651698 | 28.15179 | 67.14% | 32.86% |
Tucker | Slider | 123 | 29 | 94 | 81.90937 | 2,192.617 | 3.908282 | -1.730980 | 138.56707 | 76.42% | 23.58% |
Tucker | Splitter | 1 | 1 | 0 | 80.17958 | 1,215.450 | 7.336500 | 10.096500 | 30.00000 | 0.00% | 100.00% |
Tucker_Mystic1 <- x %>%
filter(BatterTeam == "MYS_SCH", Date == "2023-06-07") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_Mystic1## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Slider 82.86885 2380.397 138.75 -3.59256 2.19717
## 2 Tucker Sinker 90.06649 2213.244 26.25 14.17875 13.05453
## 3 Tucker Four-Seam 90.64606 2287.395 191.25 6.41587 17.52501
## 4 Tucker Sinker 89.20481 2294.997 26.25 15.23591 12.56827
## 5 Tucker Changeup 81.79504 1353.082 18.75 5.17197 7.49414
## 6 Tucker Slider 82.35583 2142.696 150.00 -3.42500 3.35473
## 7 Tucker Slider 81.15887 2230.847 168.75 -1.60894 4.94355
## 8 Tucker Sinker 88.75319 2204.254 26.25 14.86166 13.07316
## 9 Tucker Slider 80.55044 2158.891 168.75 -1.77291 5.87859
## 10 Tucker Changeup 80.86499 1258.088 187.50 1.75114 8.62189
## 11 Tucker Changeup 82.45754 1358.692 22.50 6.57859 7.56804
## 12 Tucker Slider 81.48672 2204.251 142.50 -5.57264 2.65343
## 13 Tucker Sinker 89.64735 2263.413 30.00 14.62993 8.84178
## 14 Tucker Sinker 88.16708 2232.419 33.75 14.74973 7.87122
## 15 Tucker Sinker 88.54744 2171.772 26.25 14.23954 13.04205
## 16 Tucker Sinker 88.62600 2189.973 26.25 15.14446 11.74453
## 17 Tucker Changeup 87.20041 2194.228 26.25 16.25851 12.90249
## 18 Tucker Four-Seam 88.06170 2177.369 18.75 13.22453 16.75332
## 19 Tucker Slider 81.24312 2132.285 172.50 -1.15165 7.05378
## 20 Tucker Slider 79.87148 2174.482 146.25 -3.87748 2.98441
## 21 Tucker Changeup 80.58435 1300.752 22.50 1.81004 3.35965
## 22 Tucker Slider 81.22590 2271.831 138.75 -2.76228 2.09095
## 23 Tucker Slider 82.40605 2305.028 101.25 -0.99547 -0.81087
## 24 Tucker Four-Seam 88.90276 2202.260 191.25 6.18052 13.89666
## 25 Tucker Slider 82.23045 2334.193 135.00 -5.96859 2.11973
## 26 Tucker Slider 81.31559 2228.593 127.50 -8.51288 -0.10980
## 27 Tucker Four-Seam 89.35184 2226.537 18.75 12.09288 15.47867
## 28 Tucker Slider 81.27541 2337.330 142.50 -3.35437 2.20953Tucker_Bristol <- x %>%
filter(BatterTeam == "BRI_B") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_Bristol## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Four-Seam 92.12017 2306.463 18.75 12.74489 17.24643
## 2 Tucker Slider 83.41268 2273.951 45.00 3.75744 1.76280
## 3 Tucker Slider 82.76950 2359.046 157.50 -1.24610 2.69984
## 4 Tucker Four-Seam 91.72357 2357.753 22.50 12.00343 13.75595
## 5 Tucker Sinker 90.44605 2236.079 30.00 14.88934 9.97091
## 6 Tucker Four-Seam 93.11527 2425.572 18.75 12.19780 17.80958
## 7 Tucker Slider 82.99715 2288.006 18.75 1.89244 3.80532
## 8 Tucker Sinker 90.84240 2373.228 22.50 15.86028 16.06367
## 9 Tucker Sinker 89.31271 2243.725 26.25 14.58788 13.76662
## 10 Tucker Sinker 90.47377 2271.880 33.75 18.76036 8.09725
## 11 Tucker Slider 83.11395 2279.066 22.50 3.53815 4.96134
## 12 Tucker Slider 83.11937 2424.946 138.75 -2.92406 1.93299
## 13 Tucker Sinker 89.73292 2224.786 30.00 15.05150 10.67749
## 14 Tucker Sinker 88.51607 2262.984 33.75 17.57513 8.57437
## 15 Tucker Four-Seam 92.26211 2363.782 18.75 12.47934 16.54552
## 16 Tucker Sinker 89.48383 2294.759 26.25 16.71387 14.39548
## 17 Tucker Sinker 90.88384 2273.226 33.75 18.89674 10.51229
## 18 Tucker Four-Seam 91.57227 2310.078 18.75 8.83276 14.20375
## 19 Tucker Slider 83.13768 1940.029 120.00 -3.47795 -0.27717
## 20 Tucker Slider 82.84207 2363.218 22.50 0.56965 2.25193
## 21 Tucker Slider 80.34471 2240.716 157.50 -2.71059 4.67925
## 22 Tucker Slider 81.34425 1520.877 131.25 -1.01583 1.47102
## 23 Tucker Slider 80.59754 2335.483 123.75 -3.11197 0.21193
## 24 Tucker Changeup 82.44205 1310.398 37.50 9.03489 4.13315
## 25 Tucker Changeup 87.22808 2201.596 26.25 15.11351 12.34824
## 26 Tucker Four-Seam 90.11903 2332.542 22.50 11.16260 12.85513
## 27 Tucker Changeup 83.28494 1342.013 15.00 4.59788 8.55949
## 28 Tucker Changeup 82.28186 1425.471 22.50 6.06268 6.93536
## 29 Tucker Slider 80.95838 2191.763 176.25 -0.48658 5.84965
## 30 Tucker Four-Seam 90.18686 2272.439 18.75 8.89918 14.39359
## 31 Tucker Four-Seam 89.09418 2238.487 15.00 8.57705 15.36339
## 32 Tucker Slider 81.41027 2180.774 165.00 -1.46677 3.62610
## 33 Tucker Slider 81.33733 2308.292 172.50 -0.41539 2.81047
## 34 Tucker Changeup 79.93554 1310.796 30.00 6.22146 5.48768
## 35 Tucker Slider 79.73851 2186.293 153.75 -3.31229 4.40729
## 36 Tucker Slider 81.13503 2493.955 116.25 -4.10977 -1.62780
## 37 Tucker Slider 80.85240 2117.578 150.00 -0.69390 1.95996
## 38 Tucker Slider 81.13865 2256.063 123.75 -6.24713 -1.13902
## 39 Tucker Four-Seam 88.23364 2326.990 15.00 7.69603 13.25280
## 40 Tucker Slider 82.42435 2303.202 153.75 -2.00473 3.03169
## 41 Tucker Sinker 89.58264 2312.506 33.75 14.05583 6.96319
## 42 Tucker Four-Seam 89.29722 2336.166 191.25 5.56248 13.05288
## 43 Tucker Changeup 81.72174 1274.082 33.75 8.78985 5.00162
## 44 Tucker Sinker 88.18874 2282.939 30.00 17.40804 11.15351
## 45 Tucker Slider 80.44920 2255.319 161.25 -3.49847 6.54453
## 46 Tucker Sinker 88.54117 2240.599 26.25 14.62639 12.08489
## 47 Tucker Sinker 88.30638 2203.921 26.25 14.54631 11.51646
## 48 Tucker Slider 82.65444 2286.048 127.50 -3.58260 0.29260
## 49 Tucker Slider 82.34496 2277.675 135.00 -4.85922 1.72634
## 50 Tucker Slider 83.07686 2902.593 135.00 -2.49095 1.77717
## 51 Tucker Sinker 88.30275 2303.536 33.75 18.59907 8.22957
## 52 Tucker Sinker 86.84763 2196.294 30.00 14.11477 9.64095
## 53 Tucker Sinker 88.85337 2251.613 30.00 17.22784 11.15556
## 54 Tucker Four-Seam 88.31222 2306.599 15.00 9.54213 16.53619
## 55 Tucker Sinker 89.57731 2251.474 33.75 16.22351 7.92040
## 56 Tucker Sinker 88.67902 2191.423 30.00 14.45796 8.88894
## 57 Tucker Slider 82.11404 1721.070 153.75 -3.38295 4.02087
## 58 Tucker Slider 80.41601 2265.686 161.25 -1.42362 3.60461
## 59 Tucker Slider 81.30574 2272.395 157.50 -3.82969 5.58898
## 60 Tucker Changeup 81.46779 1424.290 22.50 6.57847 7.25638
## 61 Tucker Changeup 83.36959 1382.684 30.00 4.83725 4.11725
## 62 Tucker Slider 82.57001 2287.744 150.00 -4.08158 3.34193
## 63 Tucker Sinker 87.09524 2178.221 33.75 17.17816 7.63626
## 64 Tucker Changeup 81.22168 1328.481 22.50 8.93134 9.48815
## 65 Tucker Changeup 86.58971 2180.004 33.75 16.24761 7.22095
## 66 Tucker Four-Seam 88.77354 2209.548 15.00 8.88063 16.71454
## 67 Tucker Sinker 88.30964 2206.911 30.00 16.97485 11.14981
## 68 Tucker Sinker 88.68690 2259.771 33.75 20.43867 8.80650Tucker_SanfordG1 <- x %>%
filter(BatterTeam == "SAN_MAI", Date == "2023-06-19") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_SanfordG1## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Four-Seam 91.96539 2350.166 18.75 14.07083 18.66635
## 2 Tucker Sinker 90.65268 2251.120 33.75 20.18159 8.41469
## 3 Tucker Sinker 89.75277 2226.696 26.25 16.38804 14.62576
## 4 Tucker Four-Seam 93.11592 2205.753 22.50 15.59473 17.41395
## 5 Tucker Sinker 91.60723 2336.292 33.75 19.15096 9.91630
## 6 Tucker Changeup 82.50714 1405.727 26.25 10.56528 10.03949
## 7 Tucker Sinker 91.66691 2285.018 37.50 19.29308 7.08315
## 8 Tucker Four-Seam 92.69166 2294.808 18.75 13.01379 19.38285
## 9 Tucker Slider 83.70983 2266.361 187.50 0.94413 5.21595
## 10 Tucker Slider 86.00693 2200.367 18.75 2.74610 5.18701
## 11 Tucker Sinker 91.40725 2395.888 22.50 15.27532 15.16229
## 12 Tucker Sinker 89.68806 2251.597 30.00 18.92241 11.28753
## 13 Tucker Sinker 89.55026 2210.162 30.00 17.53544 10.34197
## 14 Tucker Slider 82.42721 2244.914 183.75 0.36106 5.59662
## 15 Tucker Four-Seam 89.49889 2312.162 18.75 9.92823 15.60410
## 16 Tucker Sinker 89.25552 0.000 37.50 19.77659 6.46646
## 17 Tucker Sinker 89.51707 2195.539 30.00 16.89804 9.57304
## 18 Tucker Sinker 90.82075 2262.238 30.00 18.03899 10.40823
## 19 Tucker Sinker 88.71368 2279.940 30.00 18.52029 13.00615
## 20 Tucker Sinker 90.79641 2209.901 33.75 19.95517 9.54107
## 21 Tucker Sinker 89.44714 2161.545 22.50 14.06505 14.39477
## 22 Tucker Sinker 87.88871 2141.342 33.75 16.01469 8.98095
## 23 Tucker Slider 83.66001 2230.670 187.50 1.10906 5.07551
## 24 Tucker Four-Seam 91.72115 2321.457 18.75 12.21016 18.19245
## 25 Tucker Sinker 91.42203 2249.761 30.00 16.67973 9.88359
## 26 Tucker Four-Seam 91.29860 2225.343 15.00 10.55938 18.06922
## 27 Tucker Sinker 87.11859 2173.815 26.25 15.65473 14.29119
## 28 Tucker Sinker 88.39864 2157.121 26.25 16.54682 13.41792
## 29 Tucker Changeup 80.71945 1362.676 33.75 12.57339 7.39067
## 30 Tucker Changeup 81.41603 1341.594 26.25 9.30619 7.96126
## 31 Tucker Sinker 89.11876 2265.376 33.75 19.29355 8.63611
## 32 Tucker Sinker 89.71855 2247.637 30.00 16.22839 11.29445
## 33 Tucker Changeup 80.62563 1230.837 26.25 8.65331 8.87638
## 34 Tucker Changeup 81.62212 1280.511 26.25 6.45902 6.65481
## 35 Tucker Changeup 81.90778 1296.050 30.00 11.06394 8.38851
## 36 Tucker Slider 83.29160 2251.987 165.00 -3.56610 6.81992
## 37 Tucker Slider 82.55173 2237.785 168.75 -1.82599 5.27382
## 38 Tucker Four-Seam 89.41477 2228.645 15.00 7.89351 14.62713
## 39 Tucker Slider 82.89595 2200.568 187.50 0.90055 5.31256
## 40 Tucker Changeup 82.45882 1347.066 37.50 12.17678 4.61071
## 41 Tucker Sinker 88.90436 2164.336 26.25 16.78170 13.21205
## 42 Tucker Slider 81.05481 2225.328 157.50 -1.83106 3.22721
## 43 Tucker Slider 83.57306 2248.506 187.50 0.71835 4.02575
## 44 Tucker Sinker 88.59804 2268.396 22.50 15.13182 15.68084
## 45 Tucker Changeup 82.10433 1309.980 15.00 3.04725 7.42839
## 46 Tucker Slider 80.76153 2201.811 142.50 -8.93343 3.00496
## 47 Tucker Sinker 89.52360 2206.233 30.00 17.07458 10.55276
## 48 Tucker Sinker 85.98705 2152.188 30.00 17.40777 10.15564
## 49 Tucker Sinker 86.12262 2147.194 41.25 20.11808 4.74008
## 50 Tucker Changeup 81.03874 1272.370 26.25 7.99760 6.64390
## 51 Tucker Sinker 87.92501 2199.661 30.00 18.36749 11.16560
## 52 Tucker Slider 83.27076 2174.129 15.00 3.91040 8.60477
## 53 Tucker Slider 82.15919 2162.723 176.25 -0.56169 7.41485Tucker_SanfordG2 <- x %>%
filter(BatterTeam == "SAN_MAI", Date == "2023-06-25") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_SanfordG2## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Four-Seam 92.13710 2356.014 18.75 13.63072 19.71517
## 2 Tucker Sinker 91.01783 2371.404 22.50 15.68776 16.18379
## 3 Tucker Four-Seam 92.17204 2427.535 18.75 12.08225 17.07615
## 4 Tucker Four-Seam 91.37222 2306.611 22.50 12.66922 15.39375
## 5 Tucker Four-Seam 91.10712 2280.997 18.75 12.76997 18.11820
## 6 Tucker Changeup 81.98455 1383.581 22.50 6.99374 8.00292
## 7 Tucker Four-Seam 90.58126 2333.209 22.50 13.83087 16.60871
## 8 Tucker Sinker 88.62626 2311.070 30.00 13.79583 9.43166
## 9 Tucker Sinker 89.72019 2231.293 30.00 17.35454 10.82111
## 10 Tucker Slider 81.36493 2190.759 146.25 -4.75988 3.25843
## 11 Tucker Slider 82.50689 2378.588 127.50 -6.52217 -0.26539
## 12 Tucker Sinker 88.14917 2317.000 22.50 13.03217 13.89564
## 13 Tucker Sinker 88.15688 2296.141 30.00 13.94532 8.63776
## 14 Tucker Sinker 87.65800 2341.360 26.25 14.10020 12.68788
## 15 Tucker Sinker 91.17216 2308.181 26.25 15.75056 12.61327
## 16 Tucker Slider 82.57568 2218.746 112.50 -2.47351 -1.12768
## 17 Tucker Slider 82.06892 2347.003 123.75 -4.32347 -0.32071
## 18 Tucker Slider 81.91306 2365.097 150.00 -4.35839 4.23717
## 19 Tucker Sinker 89.13975 2312.105 30.00 14.69276 9.71993
## 20 Tucker Four-Seam 89.98487 2335.375 15.00 7.64288 15.97221
## 21 Tucker Four-Seam 89.77158 2360.555 15.00 9.87308 16.38434
## 22 Tucker Changeup 82.01716 1323.572 26.25 8.36941 7.30418
## 23 Tucker Sinker 88.51469 2268.012 22.50 12.94509 13.35036
## 24 Tucker Sinker 88.29946 2281.395 22.50 13.58139 15.24780
## 25 Tucker Sinker 88.77097 2256.793 37.50 19.01170 6.95496
## 26 Tucker Sinker 89.00212 2308.855 26.25 15.75662 12.66438
## 27 Tucker Changeup 81.23529 1340.686 22.50 6.87709 8.65453
## 28 Tucker Four-Seam 89.52502 2319.983 18.75 10.92469 16.64607
## 29 Tucker Changeup 82.65993 1408.987 15.00 6.16256 11.45654
## 30 Tucker Sinker 88.48441 2202.366 30.00 16.29017 12.00989
## 31 Tucker Sinker 88.24091 2226.719 30.00 16.53249 11.24934
## 32 Tucker Sinker 87.56031 2192.524 30.00 16.61580 11.24186
## 33 Tucker Slider 80.43301 2208.887 153.75 -5.32071 5.29670
## 34 Tucker Slider 82.03187 2227.722 183.75 0.97752 6.65189
## 35 Tucker Changeup 86.99109 2126.082 22.50 13.31068 14.30068
## 36 Tucker Slider 81.64867 2172.779 172.50 -0.85614 4.39823
## 37 Tucker Slider 80.70699 2256.874 142.50 -5.54886 3.16677
## 38 Tucker Sinker 89.26198 2273.146 26.25 16.06143 15.28253
## 39 Tucker Changeup 82.29956 1370.375 26.25 12.73241 11.21729
## 40 Tucker Changeup 81.73629 1359.641 22.50 9.01280 9.46430
## 41 Tucker Slider 81.53409 2297.290 123.75 -3.94705 -0.00406
## 42 Tucker Slider 80.84332 2378.243 135.00 -3.17272 1.32492
## 43 Tucker Four-Seam 89.97973 2198.187 15.00 8.31146 14.39831
## 44 Tucker Four-Seam 88.63893 2304.376 22.50 11.21288 12.44245
## 45 Tucker Slider 81.55845 2191.035 97.50 -0.67740 -0.83681
## 46 Tucker Changeup 87.56753 2330.695 30.00 17.46351 10.11599
## 47 Tucker Slider 80.85543 2305.161 165.00 -2.22453 5.12827
## 48 Tucker Slider 80.88435 2236.091 138.75 -3.30524 2.04642
## 49 Tucker Sinker 88.28594 2320.870 22.50 13.59272 14.58729
## 50 Tucker Slider 80.39309 1183.625 135.00 -3.63303 1.45732
## 51 Tucker Sinker 88.67944 2257.183 26.25 15.14686 12.23056
## 52 Tucker Sinker 90.23223 2363.316 22.50 14.99395 16.08891
## 53 Tucker Slider 81.57899 2373.062 161.25 -3.31457 6.00449
## 54 Tucker Changeup 81.58665 1434.293 18.75 7.07197 9.51071
## 55 Tucker Changeup 81.83286 1263.089 26.25 6.00134 6.64410
## 56 Tucker Sinker 88.72566 2242.952 30.00 15.19367 10.45985
## 57 Tucker Slider 81.40664 2146.351 187.50 1.10847 6.20552
## 58 Tucker Sinker 89.99200 2323.132 30.00 15.99635 10.21831
## 59 Tucker Slider 81.04821 2346.919 142.50 -4.80784 3.02402
## 60 Tucker Sinker 88.58375 2248.071 33.75 15.87489 7.62622
## 61 Tucker Slider 82.18536 2320.805 150.00 -3.72599 3.48142
## 62 Tucker Sinker 88.00333 1925.129 22.50 11.90552 14.37426
## 63 Tucker Sinker 90.63082 1920.116 26.25 14.18489 11.46737
## 64 Tucker Changeup 88.67385 1826.661 30.00 11.64587 8.57764
## 65 Tucker Curveball 71.88531 2159.658 120.00 -17.28753 -9.13516
## 66 Tucker Changeup 87.86942 1816.282 33.75 16.07497 7.90016
## 67 Tucker Sinker 89.83562 1799.144 30.00 11.00449 7.85713Tucker_Keene <- x %>%
filter(BatterTeam == "KEE_SWA", Date == "2023-07-01") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_Keene## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Sinker 91.57768 2279.210 26.25 15.37824 13.91934
## 2 Tucker Four-Seam 91.74659 2351.195 18.75 12.25154 17.13241
## 3 Tucker Changeup 81.63570 1425.315 22.50 10.67693 12.35091
## 4 Tucker Changeup 82.12143 1453.075 22.50 9.47158 10.42623
## 5 Tucker Four-Seam 93.76479 2376.809 18.75 13.38516 18.24462
## 6 Tucker Sinker 90.89859 2256.017 22.50 15.50505 15.56926
## 7 Tucker Sinker 90.46532 2242.499 22.50 16.82733 16.50316
## 8 Tucker Sinker 91.11674 2285.894 22.50 15.79166 14.90678
## 9 Tucker Four-Seam 90.07539 2281.034 18.75 13.31394 16.38202
## 10 Tucker Changeup 80.93758 1414.824 33.75 10.14351 5.77500
## 11 Tucker Changeup 81.21557 1285.378 30.00 8.00296 5.93433
## 12 Tucker Changeup 81.24344 1342.392 33.75 12.46048 5.40240
## 13 Tucker Slider 82.35779 2097.611 176.25 -0.73358 7.87544
## 14 Tucker Changeup 82.94309 1421.209 26.25 10.85087 8.92252
## 15 Tucker Sinker 91.86969 2320.839 22.50 17.45513 18.60044
## 16 Tucker Slider 83.86087 2329.711 191.25 3.46941 8.12725
## 17 Tucker Slider 82.72217 2202.739 180.00 0.00823 10.23028
## 18 Tucker Four-Seam 89.99334 2317.368 18.75 11.83867 14.49965
## 19 Tucker Slider 81.94402 2178.467 22.50 3.88484 5.08496
## 20 Tucker Four-Seam 89.85372 2238.926 18.75 11.09564 15.60706
## 21 Tucker Sinker 89.31750 2188.857 26.25 14.74162 10.91028
## 22 Tucker Four-Seam 90.13933 2311.840 22.50 13.87977 15.90217
## 23 Tucker Sinker 89.57188 2273.704 22.50 15.93265 15.30792
## 24 Tucker Sinker 90.32070 2324.777 26.25 17.37371 12.80072
## 25 Tucker Four-Seam 89.50198 2247.885 18.75 14.29123 17.87859
## 26 Tucker Sinker 91.43933 2344.308 26.25 14.95454 12.28327
## 27 Tucker Changeup 81.29026 1303.124 33.75 9.08087 5.63363
## 28 Tucker Changeup 82.32189 1456.735 191.25 3.19036 7.78713
## 29 Tucker Slider 81.87066 2262.312 157.50 -2.45516 4.00110
## 30 Tucker Four-Seam 92.36321 2286.722 22.50 10.09693 11.31564
## 31 Tucker Changeup 82.19233 1337.282 15.00 4.37437 9.40859
## 32 Tucker Sinker 90.68784 2326.894 26.25 11.25138 9.34044
## 33 Tucker Sinker 90.67931 2252.247 30.00 17.10749 10.33489
## 34 Tucker Four-Seam 90.55252 2283.266 22.50 13.63024 16.23682
## 35 Tucker Four-Seam 90.66763 2312.276 18.75 12.20142 18.54056
## 36 Tucker Sinker 90.32786 2245.995 22.50 15.40804 16.74690
## 37 Tucker Sinker 90.59893 2286.667 22.50 15.57509 16.69820
## 38 Tucker Slider 82.58609 2112.714 187.50 2.15252 7.88252
## 39 Tucker Four-Seam 88.22112 2192.514 22.50 13.00013 15.41430
## 40 Tucker Slider 81.44484 2211.459 187.50 0.68854 4.11067
## 41 Tucker Sinker 87.09255 2154.229 30.00 18.24682 13.08808
## 42 Tucker Splitter 80.17958 1215.450 30.00 10.09650 7.33650
## 43 Tucker Sinker 87.20713 2162.798 22.50 13.43410 13.42406
## 44 Tucker Sinker 88.67169 2214.595 22.50 15.19855 15.21359
## 45 Tucker Sinker 88.69357 2205.258 26.25 15.39371 12.97516
## 46 Tucker Sinker 88.85941 2234.979 30.00 17.00639 10.64193
## 47 Tucker Slider 82.71302 2140.775 183.75 0.83221 7.38359
## 48 Tucker Sinker 88.12188 2165.271 30.00 16.20698 9.58552
## 49 Tucker Four-Seam 88.94789 2271.255 18.75 12.12355 15.91568
## 50 Tucker Four-Seam 89.01542 2285.320 18.75 11.48875 14.89954
## 51 Tucker Four-Seam 89.12918 2267.761 22.50 12.21410 14.87706
## 52 Tucker Slider 82.32319 2242.502 45.00 2.55606 1.30260
## 53 Tucker Changeup 81.64654 1371.899 26.25 8.03886 7.72091
## 54 Tucker Slider 80.65931 2203.254 161.25 -1.68500 3.74803
## 55 Tucker Changeup 82.38087 1397.787 26.25 11.32938 10.28961
## 56 Tucker Four-Seam 90.12986 2264.571 18.75 12.77705 16.19942
## 57 Tucker Sinker 88.86907 2236.535 26.25 14.54552 13.49461
## 58 Tucker Slider 82.38827 2071.254 191.25 2.24788 6.44768
## 59 Tucker Changeup 79.34731 1292.374 33.75 9.49398 5.25256
## 60 Tucker Sinker 87.61180 2171.011 30.00 15.22170 10.95508
## 61 Tucker Sinker 88.84801 2234.491 33.75 14.44981 6.97752
## 62 Tucker Changeup 81.69997 1282.046 26.25 12.36221 10.07894
## 63 Tucker Slider 82.21828 2227.178 15.00 3.33016 6.72666
## 64 Tucker Sinker 89.62440 2325.011 26.25 15.72150 13.93765
## 65 Tucker Slider 82.24416 2265.113 172.50 -1.80642 8.81800
## 66 Tucker Sinker 88.61702 2233.624 33.75 16.97001 7.30174
## 67 Tucker Sinker 88.41032 2246.015 22.50 14.79143 15.36076
## 68 Tucker Sinker 89.74619 2361.784 26.25 14.87123 13.60394
## 69 Tucker Four-Seam 90.26596 2360.794 18.75 12.04953 16.30292
## 70 Tucker Changeup 81.47419 1307.965 22.50 8.09422 8.24449
## 71 Tucker Four-Seam 88.92463 2264.517 18.75 10.75119 15.83300Tucker_Mystic2 <- x %>%
filter(BatterTeam == "MYS_SCH", Date == "2023-07-15") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tucker_Mystic2## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Sinker 91.68675 2305.144 22.50 17.94678 17.63887
## 2 Tucker Four-Seam 91.34642 2310.266 22.50 13.75587 16.02544
## 3 Tucker Four-Seam 90.97113 2309.307 18.75 13.76965 17.52733
## 4 Tucker Slider 83.18113 2256.770 191.25 1.97638 5.81091
## 5 Tucker Slider 83.91084 2273.936 150.00 -5.45520 4.36540
## 6 Tucker Four-Seam 91.39243 2301.867 18.75 12.52725 19.87812
## 7 Tucker Sinker 91.48760 2363.214 22.50 14.14635 14.34682
## 8 Tucker Sinker 90.58100 2255.644 26.25 16.81158 14.13324
## 9 Tucker Four-Seam 90.13596 2365.525 22.50 13.01072 15.69158
## 10 Tucker Changeup 83.15688 1333.312 26.25 6.98044 6.50886
## 11 Tucker Changeup 82.94134 1321.417 26.25 5.51465 5.00248
## 12 Tucker Slider 82.68941 2228.624 15.00 1.92354 4.69953
## 13 Tucker Sinker 91.09620 2303.562 22.50 16.64847 17.28446
## 14 Tucker Sinker 89.79334 2200.503 22.50 12.52847 13.12087
## 15 Tucker Changeup 82.05189 1256.963 30.00 12.26091 7.68430
## 16 Tucker Sinker 89.27434 2266.663 26.25 16.78351 13.60776
## 17 Tucker Slider 83.31774 2223.447 18.75 0.85980 2.48311
## 18 Tucker Sinker 90.18597 2276.730 22.50 15.08213 15.30835
## 19 Tucker Slider 83.40371 2196.576 22.50 3.82323 4.46130
## 20 Tucker Four-Seam 87.01799 2281.118 191.25 6.31268 14.89611
## 21 Tucker Sinker 88.52797 2140.456 30.00 14.58206 10.30434
## 22 Tucker Sinker 87.66391 2104.481 26.25 12.06280 11.59898
## 23 Tucker Slider 82.69577 2170.236 157.50 -1.60268 3.25063
## 24 Tucker Slider 80.78406 2196.545 146.25 -6.14658 3.54303
## 25 Tucker Four-Seam 89.17173 2358.145 18.75 11.61036 16.55733
## 26 Tucker Slider 80.78491 2224.531 142.50 -4.77866 2.53213
## 27 Tucker Four-Seam 89.17616 2324.940 15.00 7.14138 14.92233
## 28 Tucker Four-Seam 87.12094 2148.538 191.25 5.11370 13.88898
## 29 Tucker Sinker 88.13906 2156.308 37.50 18.17418 6.96650
## 30 Tucker Changeup 81.76637 1374.934 30.00 7.14630 5.30024
## 31 Tucker Sinker 88.27527 2163.720 30.00 15.10769 10.34536
## 32 Tucker Changeup 83.28317 1368.252 37.50 16.03965 4.78803
## 33 Tucker Sinker 90.05284 2091.419 22.50 13.51725 14.19150
## 34 Tucker Changeup 82.17143 1246.031 30.00 7.89398 5.80768
## 35 Tucker Changeup 82.32599 1337.070 30.00 13.45331 8.55075
## 36 Tucker Changeup 82.91647 1434.742 22.50 4.98028 6.26402
## 37 Tucker Four-Seam 88.76886 2356.895 15.00 9.00197 16.12773
## 38 Tucker Changeup 83.57447 1418.782 26.25 9.05351 7.94347
## 39 Tucker Sinker 89.33234 2164.562 33.75 15.70461 8.97225
## 40 Tucker Changeup 84.80215 1342.105 33.75 9.57941 5.61807
## 41 Tucker Slider 81.91237 2162.646 180.00 0.13165 4.37591
## 42 Tucker Changeup 83.62875 1320.476 41.25 6.32571 2.23606
## 43 Tucker Four-Seam 86.91596 2219.598 22.50 12.27379 13.08249
## 44 Tucker Four-Seam 88.28661 2241.095 18.75 8.38197 12.93733
## 45 Tucker Sinker 88.05427 2117.750 30.00 12.41847 8.45697
## 46 Tucker Four-Seam 87.77744 2109.816 15.00 7.94536 14.02977
## 47 Tucker Sinker 88.12159 1999.535 22.50 10.09441 11.22697
## 48 Tucker Slider 80.18526 2026.916 15.00 2.27071 4.82961
## 49 Tucker Four-Seam 88.45347 2260.813 18.75 9.69831 12.11965
## 50 Tucker Sinker 88.66571 2103.651 22.50 13.53154 13.04749
## 51 Tucker Changeup 82.03219 1404.134 41.25 12.42174 3.73874
## 52 Tucker Sinker 88.04660 2152.539 26.25 13.95552 12.74914
## 53 Tucker Slider 81.77504 2100.268 187.50 0.85291 4.06288
## 54 Tucker Changeup 82.95176 1358.113 33.75 10.50028 5.97906
## 55 Tucker Four-Seam 89.32359 2299.492 18.75 8.41233 12.39418
## 56 Tucker Four-Seam 89.99073 2247.711 15.00 9.99107 17.48032
## 57 Tucker Slider 81.37382 2071.656 176.25 -0.39654 4.48575
## 58 Tucker Sinker 88.63304 2107.690 22.50 9.70028 11.05603
## 59 Tucker Sinker 88.06754 2180.900 37.50 18.52678 6.74457
## 60 Tucker Sinker 87.29028 2114.949 26.25 13.91737 12.10540
## 61 Tucker Four-Seam 88.17058 2187.334 15.00 10.01099 16.87115
## 62 Tucker Sinker 86.88920 2160.449 26.25 12.28812 10.07382
## 63 Tucker Slider 82.37340 2156.547 22.50 3.36197 4.49508
## 64 Tucker Slider 81.40307 2028.573 161.25 -4.14044 7.41150
## 65 Tucker Four-Seam 88.26587 2232.045 15.00 8.66508 15.63509
## 66 Tucker Sinker 88.14220 2248.403 33.75 16.23544 8.79162Tuck_UVAL <- x %>%
filter(BatterTeam == "UPP_VAL", Date == "2023-07-24") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Tuck_UVAL## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## 1 Tucker Slider 80.17986 2087.251 138.75 -8.25284 2.36165
## 2 Tucker Slider 80.64962 2129.407 146.25 -4.62815 3.43244
## 3 Tucker Slider 81.30896 1267.487 176.25 -0.93142 6.27638
## 4 Tucker Sinker 89.15980 2207.214 26.25 14.75269 11.16083
## 5 Tucker Sinker 89.60978 2066.282 22.50 10.54083 11.97753
## 6 Tucker Sinker 88.89332 2014.354 26.25 13.57013 11.78111
## 7 Tucker Sinker 89.90665 2079.067 22.50 13.15442 13.86328
## 8 Tucker Sinker 89.47711 2057.255 22.50 11.74347 12.04709
## 9 Tucker Slider 80.89451 2153.444 180.00 0.12906 4.79996## Warning: Removed 23 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) 