Foley_2023
2023-06-09
Basic Pitch Stats
Pitcher | Pitch | N | Balls | Strikes | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|
Foley | Changeup | 18 | 6 | 12 | 66.67% | 33.33% |
Foley | Curveball | 8 | 4 | 4 | 50.00% | 50.00% |
Foley | Cutter | 66 | 26 | 40 | 60.61% | 39.39% |
Foley | Four-Seam | 191 | 79 | 112 | 58.64% | 41.36% |
Foley | Sinker | 27 | 10 | 17 | 62.96% | 37.04% |
Foley | Slider | 69 | 42 | 27 | 39.13% | 60.87% |
Pitcher | Pitch | N | Balls | Strikes | Velo | Spin Rate | Vert Break | Horizontal Break | Tilt | Strike_Percentage | Ball_Percentage |
|---|---|---|---|---|---|---|---|---|---|---|---|
Foley | Changeup | 18 | 6 | 12 | 81.42571 | 2,063.547 | 9.763126 | -4.6377828 | 87.91667 | 66.67% | 33.33% |
Foley | Curveball | 8 | 4 | 4 | 77.13778 | 2,592.973 | -0.936340 | -12.0770725 | 127.50000 | 50.00% | 50.00% |
Foley | Cutter | 66 | 26 | 40 | 90.30933 | 2,569.490 | 11.382964 | 0.7232144 | 176.70455 | 60.61% | 39.39% |
Foley | Four-Seam | 191 | 79 | 112 | 91.08371 | 2,524.463 | 13.740676 | 4.4593781 | 140.02618 | 58.64% | 41.36% |
Foley | Sinker | 27 | 10 | 17 | 90.74583 | 2,416.678 | 9.344205 | 12.3964570 | 28.33333 | 62.96% | 37.04% |
Foley | Slider | 69 | 42 | 27 | 81.75662 | 2,678.901 | 4.144780 | -11.3239926 | 130.65217 | 39.13% | 60.87% |
Foley_Danbury1 <- x %>%
filter(BatterTeam == "DAN_WES", Date == "2023-06-08")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Danbury1## # A tibble: 15 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 91.2 2406. 15 4.87 9.67
## 2 Foley Slider 78.9 2796. 146. -15.7 7.22
## 3 Foley Four-Seam 91.3 2436. 184. 2.33 15.0
## 4 Foley Four-Seam 91.5 2596. 188. 4.06 14.3
## 5 Foley Four-Seam 91.6 2574. 188. 4.27 17.6
## 6 Foley Four-Seam 89.7 2589. 188. 2.95 15.3
## 7 Foley Four-Seam 90.8 2663. 188. 2.73 13.8
## 8 Foley Four-Seam 90.3 2557. 188. 3.32 16.1
## 9 Foley Four-Seam 91.1 2483. 184. 2.64 16.6
## 10 Foley Four-Seam 91.5 2545. 184. 2.55 14.9
## 11 Foley Slider 80.9 2842. 146. -16.5 8.23
## 12 Foley Slider 80.1 2812. 142. -18.8 6.08
## 13 Foley Four-Seam 91.0 2559. 184. 1.72 17.0
## 14 Foley Slider 79.8 2640. 146. -16.5 8.35
## 15 Foley Slider 80.5 2824. 139. -20.6 5.38Foley_Keene <- x %>%
filter(BatterTeam == "KEE_SWA")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Keene## # A tibble: 46 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Slider 78.1 2701. 142. -14.3 5.44
## 2 Foley Four-Seam 93.5 2610. 184. 1.07 12.5
## 3 Foley Four-Seam 93.7 2718. 184. 1.68 12.3
## 4 Foley Slider 81.8 2804. 139. -13.9 2.95
## 5 Foley Four-Seam 93.6 2631. 180 0.620 10.8
## 6 Foley Four-Seam 94.1 2557. 184. 1.31 14.7
## 7 Foley Four-Seam 92.7 2607. 184. 1.30 10.6
## 8 Foley Cutter 92.4 2573. 180 0.528 9.75
## 9 Foley Four-Seam 92.8 2624. 184. 0.839 12.5
## 10 Foley Four-Seam 93.6 2534. 188. 2.13 9.55
## 11 Foley Sinker 91.0 2252. 26.2 4.98 4.82
## 12 Foley Four-Seam 92.2 2524. 184. 1.87 17.1
## 13 Foley Four-Seam 92.1 2539. 191. 5.92 13.6
## 14 Foley Slider 80.8 2782. 131. -18.6 0.0435
## 15 Foley Slider 80.6 2821. 131. -10.4 0.586
## 16 Foley Four-Seam 91.8 2626. 191. 4.53 11.3
## 17 Foley Four-Seam 89.3 2462. 18.8 7.86 11.0
## 18 Foley Sinker 88.9 2283. 30 13.6 9.65
## 19 Foley Slider 81.3 2731. 128. -15.4 -3.19
## 20 Foley Four-Seam 90.6 2582. 188. 2.73 12.1
## 21 Foley Sinker 92.4 2424. 26.2 13.0 11.2
## 22 Foley Changeup 83.0 2056. 30 7.21 4.94
## 23 Foley Sinker 89.9 2286. 33.8 14.9 7.59
## 24 Foley Four-Seam 89.2 2411. 22.5 9.36 11.2
## 25 Foley Four-Seam 90.0 2358. 191. 4.01 12.4
## 26 Foley Four-Seam 91.2 2586. 188. 2.21 8.70
## 27 Foley Four-Seam 90.0 2514. 191. 5.22 14.6
## 28 Foley Slider 88.5 2291. 180 0.305 9.81
## 29 Foley Sinker 89.2 2181. 37.5 14.9 5.54
## 30 Foley Sinker 90.7 2272. 33.8 17.0 8.27
## 31 Foley Cutter 90.7 2483. 176. -1.03 12.8
## 32 Foley Four-Seam 90.4 2446. 26.2 12.6 10.3
## 33 Foley Slider 79.7 2783. 135 -18.4 0.604
## 34 Foley Sinker 90.3 2477. 30 14.7 10.7
## 35 Foley Slider 89.2 2570. 18.8 5.64 7.60
## 36 Foley Sinker 89.8 2356. 30 12.3 8.96
## 37 Foley Slider 88.6 2481. 18.8 4.88 8.36
## 38 Foley Four-Seam 89.4 2528. 184. 1.94 13.5
## 39 Foley Sinker 89.8 2383. 30 13.3 9.74
## 40 Foley Four-Seam 88.6 2324. 22.5 10.7 13.1
## 41 Foley Slider 80.1 2459. 146. -12.9 7.05
## 42 Foley Four-Seam 87.7 2374. 26.2 12.1 10.9
## 43 Foley Cutter 90.3 2392. 176. -1.68 10.0
## 44 Foley Four-Seam 90.6 2601. 188. 2.82 10.4
## 45 Foley Slider 88.8 2324. 15 3.33 7.18
## 46 Foley Sinker 89.6 2295. 33.8 15.1 8.00Foley_Sanford <- x %>%
filter(BatterTeam == "SAN_MAI")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Sanford## # A tibble: 12 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 88.5 2590. 184. 1.72 16.8
## 2 Foley Cutter 89.0 2645. 180 0.541 13.7
## 3 Foley Four-Seam 90.2 2788. 191. 5.09 13.9
## 4 Foley Cutter 91.2 2779. 191. 3.72 11.8
## 5 Foley Sinker 89.2 2602. 26.2 8.22 7.38
## 6 Foley Cutter 91.0 2661. 184. 0.942 10.8
## 7 Foley Cutter 90.0 2632. 176. -1.21 12.7
## 8 Foley Four-Seam 90.2 2702. 15 7.05 11.7
## 9 Foley Cutter 88.2 2550. 176. -1.97 11.2
## 10 Foley Cutter 88.5 2627. 184. 0.613 10.3
## 11 Foley Cutter 90.8 2599. 176. -1.14 11.8
## 12 Foley Cutter 88.4 2569. 172. -2.12 9.88Foley_OState <- x %>%
filter(BatterTeam == "OCE_STA6")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_OState## # A tibble: 25 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 91.9 2576. 191. 6.62 16.2
## 2 Foley Slider 77.7 2785. 131. -20.5 -1.72
## 3 Foley Cutter 90.4 2676. 184. 1.06 10.8
## 4 Foley Cutter 89.3 2716. 184. 2.77 15.0
## 5 Foley Four-Seam 91.6 2611. 184. 2.11 15.8
## 6 Foley Four-Seam 91.2 2649. 191. 3.46 10.8
## 7 Foley Four-Seam 91.1 2478. 188. 3.17 10.6
## 8 Foley Cutter 92.0 2660. 184. 1.32 9.44
## 9 Foley Cutter 90.6 2604. 180 0.448 10.3
## 10 Foley Four-Seam 91.9 2656. 188. 2.59 13.2
## 11 Foley Cutter 89.9 2725. 180 0.702 12.8
## 12 Foley Cutter 90.8 2645. 191. 3.39 9.97
## 13 Foley Cutter 91.6 2684. 176. -1.76 15.1
## 14 Foley Cutter 91.3 2729. 191. 3.24 10.1
## 15 Foley Four-Seam 91.9 2656. 184. 1.05 12.6
## 16 Foley Four-Seam 92.0 2687. 15 6.20 12.5
## 17 Foley Four-Seam 88.7 2500. 188. 3.43 12.4
## 18 Foley Curveball 74.3 2470. 131. -18.4 -0.422
## 19 Foley Cutter 89.7 2594. 184. 1.97 11.5
## 20 Foley Cutter 90.5 2658. 191. 3.23 10.4
## 21 Foley Cutter 90.7 2552. 176. -1.44 10.7
## 22 Foley Curveball 73.7 2551. 128. -18.1 -3.09
## 23 Foley Cutter 89.6 2590. 184. 1.77 12.6
## 24 Foley Cutter 88.5 2590. 188. 2.79 10.5
## 25 Foley Four-Seam 90.3 2666. 18.8 5.22 8.16Foley_Vineyard <- x %>%
filter(BatterTeam == "MAR_VIN") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Vineyard## # A tibble: 22 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Cutter 90.5 2481. 191. 3.13 9.97
## 2 Foley Slider 79.1 2864. 128. -19.0 -2.53
## 3 Foley Cutter 90.4 2682. 184. 2.31 13.7
## 4 Foley Four-Seam 91.9 2645. 188. 3.57 12.0
## 5 Foley Four-Seam 91.9 2548. 15 6.37 13.1
## 6 Foley Four-Seam 90.6 2428. 180 0.642 12.7
## 7 Foley Slider 79.3 2749. 142. -16.8 4.90
## 8 Foley Four-Seam 93.5 2551. 180 0.526 10.5
## 9 Foley Cutter 90.0 2694. 184. 0.895 11.0
## 10 Foley Four-Seam 91.9 2711. 188. 2.88 13.2
## 11 Foley Four-Seam 93.3 2639. 188. 5.49 17.7
## 12 Foley Four-Seam 90.7 2576. 191. 6.42 15.6
## 13 Foley Four-Seam 91.7 2713. 191. 8.64 21.2
## 14 Foley Slider 78.9 2820. 139. -18.2 2.93
## 15 Foley Slider 79.3 2803. 135 -21.2 2.44
## 16 Foley Slider 77.6 2729. 142. -17.4 7.06
## 17 Foley Slider 79.6 2844. 139. -18.3 3.48
## 18 Foley Four-Seam 92.9 2675. 15 3.97 7.57
## 19 Foley Curveball 78.5 2669. 131. -13.1 -0.00421
## 20 Foley Four-Seam 91.7 2659. 188. 4.16 16.1
## 21 Foley Slider 78.4 2813. 139. -17.9 3.71
## 22 Foley Changeup 82.7 2098. 22.5 9.36 10.6Foley_NShore <- x %>%
filter(BatterTeam == "NSH_N") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_NShore## # A tibble: 23 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Cutter 90.7 2530. 18.8 4.60 6.75
## 2 Foley Slider 90.8 2607. 18.8 3.30 5.87
## 3 Foley Cutter 92.3 2683. 188. 2.18 10.1
## 4 Foley Four-Seam 92.8 2643. 188. 3.10 14.0
## 5 Foley Four-Seam 91.5 2612. 191. 5.12 13.5
## 6 Foley Sinker 89.9 2628. 30 11.0 6.88
## 7 Foley Cutter 89.9 2697. 184. 2.37 13.0
## 8 Foley Slider 79.7 2702. 131. -10.1 0.217
## 9 Foley Four-Seam 92.5 2675. 184. 0.923 12.9
## 10 Foley Cutter 91.0 2241. 180 -0.595 11.0
## 11 Foley Four-Seam 91.7 2528. 15 7.74 14.5
## 12 Foley Cutter 90.5 2435. 180 -0.123 10.8
## 13 Foley Slider 78.5 2694. 135 -19.2 0.570
## 14 Foley Cutter 90.6 2576. 184. 1.77 10.3
## 15 Foley Slider 81.3 2719. 135 -18.3 1.74
## 16 Foley Four-Seam 91.3 2419. 184. 1.27 17.7
## 17 Foley Slider 79.2 2697. 139. -20.1 4.59
## 18 Foley Four-Seam 92.4 2424. 184. 0.729 11.8
## 19 Foley Cutter 92.0 2591. 180 0.0157 8.85
## 20 Foley Slider 81.1 1999. 67.5 1.26 0.180
## 21 Foley Cutter 90.1 2404. 176. -0.541 8.85
## 22 Foley Cutter 89.5 2645. 176. -0.794 10.8
## 23 Foley Cutter 90.5 2519. 180 -0.243 9.89Foley_Danbury2 <- x %>%
filter(BatterTeam == "DAN_WES", Date == "2023-07-05")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Danbury2## # A tibble: 48 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Slider 91.2 2305. 30 3.79 3.05
## 2 Foley Four-Seam 92.9 2389. 15 3.90 8.02
## 3 Foley Slider 91.5 2310. 191. 1.49 5.07
## 4 Foley Slider 80.2 2630. 139. -17.3 4.76
## 5 Foley Cutter 90.7 2506. 188. 1.73 8.76
## 6 Foley Four-Seam 93.1 2453. 188. 2.51 12.2
## 7 Foley Four-Seam 93.7 2344. 184. 0.908 6.40
## 8 Foley Slider 80.8 2784. 135 -11.1 1.93
## 9 Foley Four-Seam 92.1 2583. 18.8 5.34 8.26
## 10 Foley Cutter 89.8 2449. 184. 1.86 11.5
## 11 Foley Slider 90.7 2336. 191. 2.72 8.48
## 12 Foley Four-Seam 90.3 2335. 180 -0.314 11.2
## 13 Foley Sinker 91.5 2350. 26.2 7.20 7.09
## 14 Foley Four-Seam 92.7 2401. 15 3.59 7.72
## 15 Foley Four-Seam 92.8 2241. 15 4.55 8.95
## 16 Foley Four-Seam 92.5 2491. 191. 4.11 12.4
## 17 Foley Four-Seam 91.6 2579. 22.5 4.82 5.94
## 18 Foley Four-Seam 90.0 2310. 18.8 5.06 7.64
## 19 Foley Sinker 92.7 2395. 30 9.10 6.54
## 20 Foley Sinker 91.3 2535. 26.2 7.64 7.19
## 21 Foley Four-Seam 91.1 2621. 191. 4.42 10.7
## 22 Foley Slider 80.0 2751. 135 -11.0 1.04
## 23 Foley Slider 81.0 2776. 128. -15.6 -2.96
## 24 Foley Cutter 90.8 2638. 176. -1.62 9.80
## 25 Foley Cutter 89.5 2541. 176. -1.70 11.1
## 26 Foley Slider 81.7 2841. 131. -19.7 -1.34
## 27 Foley Four-Seam 92.2 2580. 191. 3.45 9.60
## 28 Foley Four-Seam 89.4 2559. 18.8 7.23 11.3
## 29 Foley Four-Seam 91.7 2459. 191. 4.25 12.9
## 30 Foley Four-Seam 91.7 2520. 26.2 5.01 5.24
## 31 Foley Four-Seam 91.7 2576. 184. 1.30 10.5
## 32 Foley Four-Seam 90.3 2547. 191. 5.42 13.5
## 33 Foley Four-Seam 92.9 2352. 184. 1.40 11.7
## 34 Foley Four-Seam 92.8 2318. 188. 1.95 7.34
## 35 Foley Cutter 92.7 2296. 169. -0.998 3.23
## 36 Foley Slider 80.0 2757. 139. -15.2 3.67
## 37 Foley Slider 79.5 2796. 135 -19.8 1.33
## 38 Foley Cutter 92.4 2624. 180 -0.443 9.22
## 39 Foley Changeup 81.9 2231. 146. -22.7 11.6
## 40 Foley Changeup 79.4 2278. 154. -12.0 9.93
## 41 Foley Changeup 82.0 2253. 150 -19.5 14.1
## 42 Foley Curveball 80.6 2252. 82.5 4.75 -15.9
## 43 Foley Changeup 76.0 1570. 146. -34.1 17.1
## 44 Foley Changeup 74.5 1645. 146. -18.9 10.9
## 45 Foley Changeup 83.8 2319. 150 -20.1 13.6
## 46 Foley Changeup 74.0 1696. 135 -18.3 2.44
## 47 Foley Changeup 83.5 2269. 146. -20.2 11.4
## 48 Foley Changeup 82.3 2237. 142. -19.9 8.16Foley_NAdams <- x %>%
filter(BatterTeam == "NOR_ADA", Date == "2023-07-08") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_NAdams## # A tibble: 46 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 90.9 2212. 18.8 4.29 7.36
## 2 Foley Curveball 80.1 2876. 124. -10.1 -2.61
## 3 Foley Four-Seam 91.5 2476. 184. 0.84 11.0
## 4 Foley Slider 79.7 2705. 131. -21.0 -0.256
## 5 Foley Cutter 93.4 2495. 184. 0.872 10.1
## 6 Foley Four-Seam 92.3 2507. 184. 1.43 9.18
## 7 Foley Four-Seam 91.3 2516. 188. 2.74 10.6
## 8 Foley Four-Seam 90.3 2557. 184. 1.23 13.3
## 9 Foley Four-Seam 91.1 2557. 188. 3.52 11.9
## 10 Foley Four-Seam 90.8 2260. 18.8 5.07 7.95
## 11 Foley Cutter 90.5 2475. 188. 2.33 11.2
## 12 Foley Cutter 90.5 2563. 180 -0.0745 10.2
## 13 Foley Four-Seam 92.3 2569. 184. 1.91 13.0
## 14 Foley Slider 81.1 2838. 135 -16.5 1.04
## 15 Foley Slider 79.8 2863. 131. -17.1 -0.553
## 16 Foley Cutter 91.8 2653. 180 -0.705 13.0
## 17 Foley Four-Seam 90.9 2399. 191. 7.52 16.7
## 18 Foley Four-Seam 90.8 2399. 15 7.43 13.5
## 19 Foley Cutter 90.1 2468. 188. 2.38 11.5
## 20 Foley Four-Seam 92.5 2317. 188. 2.92 11.0
## 21 Foley Slider 82.2 2826. 139. -9.80 2.59
## 22 Foley Four-Seam 90.2 2398. 191. 3.79 9.56
## 23 Foley Cutter 90.2 2304. 180 -0.640 11.1
## 24 Foley Four-Seam 90.5 2394. 188. 2.74 9.35
## 25 Foley Four-Seam 91.2 2547. 188. 2.96 13.3
## 26 Foley Slider 79.3 2878. 131. -16.6 -1.21
## 27 Foley Four-Seam 90.9 2598. 188. 3.01 12.2
## 28 Foley Slider 80.6 2824. 142. -13.5 4.95
## 29 Foley Four-Seam 90.1 2561. 188. 2.91 13.3
## 30 Foley Four-Seam 89.8 2375. 15 6.92 14.6
## 31 Foley Slider 80.1 2719. 154. -8.94 8.55
## 32 Foley Four-Seam 89.7 2383. 184. 1.53 13.4
## 33 Foley Cutter 88.5 2508. 184. 0.598 8.71
## 34 Foley Cutter 88.2 2365. 184. 1.99 12.5
## 35 Foley Cutter 88.5 2578. 15 5.08 10.2
## 36 Foley Four-Seam 89.5 2521. 191. 4.75 14.0
## 37 Foley Four-Seam 89.5 2501. 191. 5.90 15.3
## 38 Foley Four-Seam 89.3 2593. 191. 5.97 13.7
## 39 Foley Four-Seam 89.6 2441. 15 5.63 10.4
## 40 Foley Four-Seam 90.5 2531. 15 6.70 12.1
## 41 Foley Four-Seam 89.5 2506. 188. 3.46 13.3
## 42 Foley Cutter 89.4 2579. 188. 2.44 12.7
## 43 Foley Cutter 88.6 2478. 184. 1.61 12.8
## 44 Foley Cutter 90.0 2441. 184. 0.708 9.86
## 45 Foley Slider 78.5 2709. 142. -18.0 5.83
## 46 Foley Cutter 92.1 2726. 188. 2.73 9.75Foley_UPP_VAL <- x %>%
filter(BatterTeam == "UPP_VAL") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_UPP_VAL## # A tibble: 56 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 93.1 2412. 18.8 10.6 13.6
## 2 Foley Slider 80.0 2869. 161. -7.37 12.1
## 3 Foley Four-Seam 93.1 2718. 18.8 10.1 15.8
## 4 Foley Four-Seam 90.9 2656. 18.8 11.8 16.7
## 5 Foley Changeup 83.9 1994. 26.2 12.3 11.2
## 6 Foley Changeup 84.9 2100. 22.5 15.4 15.4
## 7 Foley Four-Seam 93.4 2746. 191. 8.62 22.0
## 8 Foley Four-Seam 92.3 2622. 191. 8.12 21.2
## 9 Foley Slider 83.6 2865. 165 -6.75 12.4
## 10 Foley Four-Seam 92.8 2630. 180 -0.538 14.4
## 11 Foley Four-Seam 92.7 2658. 180 0.0585 16.0
## 12 Foley Four-Seam 92.2 2564. 184. 2.57 16.9
## 13 Foley Four-Seam 91.7 2613. 184. 2.23 13.5
## 14 Foley Four-Seam 89.3 2438. 188. 3.72 18.5
## 15 Foley Four-Seam 89.4 2339. 191. 5.67 17.6
## 16 Foley Four-Seam 89.2 2385. 191. 7.13 19.0
## 17 Foley Four-Seam 89.7 2435. 188. 3.17 16.1
## 18 Foley Four-Seam 90.0 2429. 188. 4.18 18.5
## 19 Foley Four-Seam 89.1 2530. 180 0.561 17.0
## 20 Foley Four-Seam 90.2 2489. 184. 3.19 19.7
## 21 Foley Four-Seam 90.5 2555. 15 9.46 19.0
## 22 Foley Four-Seam 90.8 2462. 15 8.36 16.6
## 23 Foley Four-Seam 91.2 2516. 191. 7.26 19.6
## 24 Foley Four-Seam 90.0 2595. 184. 1.07 15.7
## 25 Foley Four-Seam 90.5 2238. 184. 1.13 12.8
## 26 Foley Four-Seam 90.5 2324. 184. 1.45 12.8
## 27 Foley Slider 79.0 2640. 158. -5.78 8.06
## 28 Foley Four-Seam 90.6 2461. 191. 5.31 16.2
## 29 Foley Four-Seam 88.7 2483. 188. 3.04 15.6
## 30 Foley Four-Seam 90.7 2574. 15 6.53 12.2
## 31 Foley Slider 77.8 2509. 158. -6.78 7.79
## 32 Foley Four-Seam 89.6 2622. 15 7.34 14.7
## 33 Foley Four-Seam 90.0 2609. 191. 5.57 15.0
## 34 Foley Four-Seam 88.7 2474. 18.8 10.9 14.7
## 35 Foley Four-Seam 91.5 2336. 191. 4.78 14.8
## 36 Foley Four-Seam 89.7 2493. 191. 5.65 17.4
## 37 Foley Changeup 82.3 1988. 26.2 11.0 9.58
## 38 Foley Four-Seam 89.4 2328. 184. 2.13 15.0
## 39 Foley Curveball 75.4 2483. 154. -12.2 11.7
## 40 Foley Four-Seam 81.1 1974. 33.8 9.90 5.89
## 41 Foley Slider 81.6 2579. 142. -11.7 4.60
## 42 Foley Four-Seam 90.9 2555. 18.8 7.65 12.0
## 43 Foley Four-Seam 93.8 2507. 15 6.81 13.3
## 44 Foley Slider 83.0 2816. 142. -14.3 4.39
## 45 Foley Slider 82.7 2589. 161. -6.18 9.70
## 46 Foley Changeup 83.9 2065. 30 14.5 9.69
## 47 Foley Four-Seam 92.6 2523. 188. 3.14 14.1
## 48 Foley Four-Seam 92.7 2642. 191. 7.18 20.9
## 49 Foley Changeup 81.1 2069. 26.2 12.5 9.81
## 50 Foley Four-Seam 92.6 2610. 15 7.55 15.8
## 51 Foley Four-Seam 89.1 2513. 191. 5.34 15.3
## 52 Foley Four-Seam 91.8 2525. 184. 2.76 18.1
## 53 Foley Slider 81.5 2723. 154. -10.9 10.6
## 54 Foley Four-Seam 92.3 2639. 188. 4.34 19.0
## 55 Foley Four-Seam 91.0 2616. 191. 5.63 14.4
## 56 Foley Four-Seam 91.2 2597. 188. 5.38 18.0Foley_NAdams2 <- x %>%
filter(BatterTeam == "NOR_ADA", Date == "2023-07-19") %>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_NAdams2## # A tibble: 34 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 90.6 2338. 15 4.17 9.01
## 2 Foley Four-Seam 92.4 2545. 15 6.44 12.7
## 3 Foley Cutter 91.1 2499. 191. 3.28 9.26
## 4 Foley Four-Seam 91.7 2346. 15 7.42 15.2
## 5 Foley Four-Seam 91.8 2394. 191. 4.46 13.9
## 6 Foley Four-Seam 90.7 2287. 15 7.36 14.5
## 7 Foley Four-Seam 90.1 2471. 188. 3.28 12.3
## 8 Foley Slider 89.3 2306. 191. 3.01 8.00
## 9 Foley Slider 89.7 2373. 22.5 3.35 4.92
## 10 Foley Four-Seam 91.9 2521. 191. 2.91 9.48
## 11 Foley Four-Seam 91.7 2458. 191. 6.69 14.7
## 12 Foley Slider 89.6 2402. 191. 2.90 7.89
## 13 Foley Four-Seam 88.5 2356. 191. 3.93 11.8
## 14 Foley Curveball 76.3 2714. 135 -15.1 1.66
## 15 Foley Four-Seam 93.0 2377. 188. 3.82 14.3
## 16 Foley Four-Seam 91.9 2455. 15 4.34 9.56
## 17 Foley Four-Seam 92.6 2429. 15 7.07 12.8
## 18 Foley Slider 79.9 2844. 128. -9.09 -0.484
## 19 Foley Four-Seam 92.1 2625. 22.5 9.66 11.5
## 20 Foley Sinker 91.4 2595. 26.2 13.7 12.0
## 21 Foley Four-Seam 88.4 2631. 18.8 8.93 14.4
## 22 Foley Four-Seam 87.7 2467. 22.5 11.2 12.4
## 23 Foley Curveball 78.3 2728. 135 -14.2 1.27
## 24 Foley Sinker 92.6 2736. 22.5 9.22 9.90
## 25 Foley Four-Seam 90.6 2800. 15 7.22 13.3
## 26 Foley Four-Seam 90.8 2472. 22.5 8.30 9.98
## 27 Foley Four-Seam 87.9 2602. 22.5 10.6 12.4
## 28 Foley Slider 82.1 2084. 33.8 6.15 4.01
## 29 Foley Changeup 82.4 2198. 45 10.5 1.52
## 30 Foley Four-Seam 94.0 2626. 188. 3.31 13.6
## 31 Foley Four-Seam 93.8 2692. 184. 1.44 15.0
## 32 Foley Slider 81.4 2785. 142. -11.4 5.07
## 33 Foley Four-Seam 92.8 2649. 188. 2.48 11.4
## 34 Foley Changeup 84.1 2079. 37.5 9.32 3.84Foley_Keene2 <- x %>%
filter(BatterTeam == "KEE_SWA", Date=="2023-07-25")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Keene2## # A tibble: 36 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Sinker 91.0 2252. 26.2 4.98 4.82
## 2 Foley Four-Seam 92.2 2524. 184. 1.87 17.1
## 3 Foley Four-Seam 92.1 2539. 191. 5.92 13.6
## 4 Foley Slider 80.8 2782. 131. -18.6 0.0435
## 5 Foley Slider 80.6 2821. 131. -10.4 0.586
## 6 Foley Four-Seam 91.8 2626. 191. 4.53 11.3
## 7 Foley Four-Seam 89.3 2462. 18.8 7.86 11.0
## 8 Foley Sinker 88.9 2283. 30 13.6 9.65
## 9 Foley Slider 81.3 2731. 128. -15.4 -3.19
## 10 Foley Four-Seam 90.6 2582. 188. 2.73 12.1
## 11 Foley Sinker 92.4 2424. 26.2 13.0 11.2
## 12 Foley Changeup 83.0 2056. 30 7.21 4.94
## 13 Foley Sinker 89.9 2286. 33.8 14.9 7.59
## 14 Foley Four-Seam 89.2 2411. 22.5 9.36 11.2
## 15 Foley Four-Seam 90.0 2358. 191. 4.01 12.4
## 16 Foley Four-Seam 91.2 2586. 188. 2.21 8.70
## 17 Foley Four-Seam 90.0 2514. 191. 5.22 14.6
## 18 Foley Slider 88.5 2291. 180 0.305 9.81
## 19 Foley Sinker 89.2 2181. 37.5 14.9 5.54
## 20 Foley Sinker 90.7 2272. 33.8 17.0 8.27
## 21 Foley Cutter 90.7 2483. 176. -1.03 12.8
## 22 Foley Four-Seam 90.4 2446. 26.2 12.6 10.3
## 23 Foley Slider 79.7 2783. 135 -18.4 0.604
## 24 Foley Sinker 90.3 2477. 30 14.7 10.7
## 25 Foley Slider 89.2 2570. 18.8 5.64 7.60
## 26 Foley Sinker 89.8 2356. 30 12.3 8.96
## 27 Foley Slider 88.6 2481. 18.8 4.88 8.36
## 28 Foley Four-Seam 89.4 2528. 184. 1.94 13.5
## 29 Foley Sinker 89.8 2383. 30 13.3 9.74
## 30 Foley Four-Seam 88.6 2324. 22.5 10.7 13.1
## 31 Foley Slider 80.1 2459. 146. -12.9 7.05
## 32 Foley Four-Seam 87.7 2374. 26.2 12.1 10.9
## 33 Foley Cutter 90.3 2392. 176. -1.68 10.0
## 34 Foley Four-Seam 90.6 2601. 188. 2.82 10.4
## 35 Foley Slider 88.8 2324. 15 3.33 7.18
## 36 Foley Sinker 89.6 2295. 33.8 15.1 8.00Foley_Danbury3 <- x %>%
filter(BatterTeam == "DAN_WES", Date == "2023-08-01")%>%
select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Foley_Danbury3## # A tibble: 52 × 7
## Pitcher AutoPitchType RelSpeed SpinRate Tilt HorzBreak InducedVertBreak
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 Foley Four-Seam 91.6 2359. 18.8 11.3 16.2
## 2 Foley Four-Seam 91.6 2558. 188. 4.47 15.8
## 3 Foley Sinker 90.9 2437. 26.2 14.7 11.1
## 4 Foley Four-Seam 89.5 2573. 184. 1.78 18.2
## 5 Foley Four-Seam 92.1 2550. 188. 4.88 16.5
## 6 Foley Cutter 89.6 2617. 184. 1.45 13.1
## 7 Foley Sinker 91.7 2433. 30 14.9 8.78
## 8 Foley Slider 83.0 2903. 135 -17.7 2.09
## 9 Foley Four-Seam 92.8 2801. 191. 5.16 15.0
## 10 Foley Sinker 92.3 2513. 26.2 13.1 10.3
## 11 Foley Sinker 91.8 2554. 26.2 14.7 11.5
## 12 Foley Four-Seam 92.3 2703. 188. 4.49 18.4
## 13 Foley Sinker 89.9 2178. 26.2 11.7 10.5
## 14 Foley Slider 80.7 2862. 146. -12.8 6.63
## 15 Foley Sinker 92.6 2339. 26.2 10.3 9.42
## 16 Foley Slider 79.5 2659. 135 -11.5 1.34
## 17 Foley Four-Seam 91.5 2521. 184. 1.40 16.4
## 18 Foley Four-Seam 90.1 2485. 184. 2.69 16.1
## 19 Foley Sinker 91.4 2407. 30 14.6 10.8
## 20 Foley Four-Seam 92.1 2576. 188. 3.76 16.7
## 21 Foley Four-Seam 92.0 2656. 184. 3.13 18.5
## 22 Foley Cutter 91.2 2550. 176. -1.14 15.7
## 23 Foley Four-Seam 90.4 2400. 184. 0.999 12.6
## 24 Foley Cutter 90.5 2559. 180 -0.648 15.8
## 25 Foley Four-Seam 90.7 2422. 191. 4.85 13.4
## 26 Foley Slider 81.3 2736. 142. -13.1 4.19
## 27 Foley Four-Seam 91.9 2756. 180 -0.503 15.1
## 28 Foley Cutter 90.3 2648. 176. -1.69 15.5
## 29 Foley Cutter 90.1 2700. 176. -1.80 14.9
## 30 Foley Slider 78.4 2728. 139. -16.2 3.96
## 31 Foley Sinker 90.6 2506. 26.2 12.9 9.80
## 32 Foley Four-Seam 91.6 2724. 176. -1.16 16.6
## 33 Foley Slider 81.6 2751. 139. -7.90 2.80
## 34 Foley Four-Seam 91.2 2640. 188. 3.35 16.4
## 35 Foley Sinker 90.0 2429. 26.2 14.3 12.6
## 36 Foley Four-Seam 92.2 2781. 184. 2.01 13.4
## 37 Foley Four-Seam 90.4 2473. 22.5 10.9 13.3
## 38 Foley Four-Seam 88.7 2432. 188. 3.90 20.7
## 39 Foley Cutter 87.2 2510. 180 0.826 16.1
## 40 Foley Sinker 88.7 2406. 22.5 13.6 15.9
## 41 Foley Four-Seam 88.5 2624. 188. 6.61 20.7
## 42 Foley Four-Seam 88.4 2585. 188. 5.67 22.9
## 43 Foley Four-Seam 90.6 2615. 184. 3.29 22.0
## 44 Foley Four-Seam 92.0 2681. 188. 4.02 19.5
## 45 Foley Slider 79.7 2688. 142. -14.2 4.89
## 46 Foley Cutter 89.8 2513. 176. -1.33 12.7
## 47 Foley Cutter 90.8 2638. 176. -1.48 15.7
## 48 Foley Four-Seam 91.2 2497. 180 0.282 13.8
## 49 Foley Four-Seam 91.0 2498. 188. 2.48 11.8
## 50 Foley Four-Seam 90.1 2449. 18.8 9.89 15.1
## 51 Foley Cutter 89.2 2555. 180 0.462 16.6
## 52 Foley Four-Seam 88.3 2496. 184. 2.74 16.2## Warning: Removed 25 rows containing missing values (`geom_point()`).
x %>%
ggplot() +
geom_point(aes(x=HorzBreak, y=InducedVertBreak, color = AutoPitchType, size = .5))+
xlim(-25, 25) +
ylim(-25, 25) +
labs(title = paste('HBreak vs IndVBreak'), caption = "Negative PlateLocSide is Outside to a LHH")## Warning: Removed 1 rows containing missing values (`geom_point()`).