Basic Pitch Stats

Pitcher

Pitch

N

Balls

Strikes

Strike_Percentage

Ball_Percentage

Gardner

Changeup

10

4

6

60.00%

40.00%

Gardner

Curveball

11

3

8

72.73%

27.27%

Gardner

Four-Seam

3

1

2

66.67%

33.33%

Gardner

Sinker

7

1

6

85.71%

14.29%

Gardner

Slider

6

1

5

83.33%

16.67%

Pitcher

Pitch

N

Balls

Strikes

Velo

Spin Rate

Vert Break

Horizontal Break

Tilt

Strike_Percentage

Ball_Percentage

Gardner

Changeup

10

4

6

85.36662

2,090.229

7.895784

-18.62808

144.00000

60.00%

40.00%

Gardner

Curveball

11

3

8

75.35878

2,467.472

2.719071

13.74395

42.95455

72.73%

27.27%

Gardner

Four-Seam

3

1

2

89.16974

2,337.658

16.155140

-17.91786

155.00000

66.67%

33.33%

Gardner

Sinker

7

1

6

87.58615

2,269.692

14.454683

-17.92504

152.67857

85.71%

14.29%

Gardner

Slider

6

1

5

76.95424

2,463.005

4.534345

12.48241

38.12500

83.33%

16.67%

Gardner_Mystic <- x %>%
   filter(BatterTeam == "MYS_SCH") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Gardner_Mystic
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1  Gardner        Sinker 86.68298 2328.569 157.50 -16.69383         17.78473
## 2  Gardner      Changeup 88.12188 2183.395 146.25 -21.61056         10.13296
## 3  Gardner     Four-Seam 88.91758 2345.929 157.50 -17.01796         16.56048
## 4  Gardner     Four-Seam 89.12202 2337.543 153.75 -18.89942         15.16623
## 5  Gardner        Sinker 88.48633 2238.205 142.50 -22.67777          7.71745
## 6  Gardner      Changeup 86.40814 2152.898 150.00 -19.41619         13.65599
## 7  Gardner      Changeup 87.45047 2220.288 142.50 -21.79194          6.78225
## 8  Gardner     Curveball 75.57715 2532.761  56.25  17.12084         -5.27945
## 9  Gardner        Sinker 87.53280 2327.113 157.50 -16.97410         16.45462
## 10 Gardner     Curveball 74.65367 2473.937  37.50  17.63336          6.58721
## 11 Gardner      Changeup 87.44855 2291.589 150.00 -16.91442         10.84402
## 12 Gardner     Curveball 74.84856 2454.664  45.00  15.87595          1.99197
## 13 Gardner     Curveball 75.40580 2452.750  56.25  13.46233         -5.08575
## 14 Gardner        Sinker 87.43279 2262.031 153.75 -15.56828         13.24060
## 15 Gardner     Curveball 74.51883 2425.288  52.50  15.18017         -1.64465
## 16 Gardner        Sinker 86.75930 2233.052 150.00 -16.82682         12.27296
## 17 Gardner     Curveball 75.49842 2455.159  56.25  11.82890         -4.25697
## 18 Gardner      Changeup 87.77405 2239.694 142.50 -18.05536          5.57945
## 19 Gardner      Changeup 86.70035 2226.624 146.25 -21.38737         11.10296
## 20 Gardner      Changeup 86.93576 2219.796 150.00 -17.34517         12.31190
## 21 Gardner        Slider 75.81515 2378.486  45.00  14.22099          1.83681
## 22 Gardner        Slider 77.01040 2432.421  45.00  15.08780          1.78677
Gardner_UValley <- x %>%
   filter(BatterTeam == "UPP_VAL") %>%
  select(Pitcher, AutoPitchType, RelSpeed, SpinRate, Tilt, HorzBreak, InducedVertBreak)
Gardner_UValley
##    Pitcher AutoPitchType RelSpeed SpinRate   Tilt HorzBreak InducedVertBreak
## 1  Gardner      Changeup 80.53773 1666.513 135.00 -13.45658          1.94158
## 2  Gardner     Curveball 74.96914 2444.278  33.75  14.41268          8.57532
## 3  Gardner     Curveball 75.18691 2401.325  26.25  13.21922         12.10863
## 4  Gardner        Sinker 88.02777 2258.114 153.75 -17.50666         16.28906
## 5  Gardner     Curveball 77.47111 2607.032  41.25   7.66272          2.63398
## 6  Gardner        Slider 76.18006 2441.697  33.75  10.28335          6.08429
## 7  Gardner     Curveball 75.47058 2447.117  33.75  11.90422          7.20882
## 8  Gardner     Four-Seam 89.46961 2329.502 153.75 -17.83619         16.73871
## 9  Gardner        Slider 77.21370 2526.098  37.50  13.95631          5.43355
## 10 Gardner      Changeup 80.64792 1823.933 138.75 -16.03753          2.59937
## 11 Gardner        Slider 77.38436 2436.724  33.75   8.05575          4.82736
## 12 Gardner      Changeup 81.64134 1877.557 138.75 -20.26572          4.00736
## 13 Gardner     Curveball 75.34636 2447.886  33.75  12.88308          7.07067
## 14 Gardner        Slider 78.12177 2562.604  33.75  13.29024          7.23729
## 15 Gardner        Sinker 88.18108 2240.761 153.75 -19.22785         17.42336
## Warning: Removed 3 rows containing missing values (`geom_point()`).