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Table 2 Descriptive statistics of match performance indicators among (mean ± SD), One-way ANOVA, P, ES

From: Winning determinants between top and second division in Chinese professional football leagues: an interpretable machine learning approach

 

CSL

CFACL

 

Mean ± SD

F

p

ES

Mean ± SD

t

p

ES

 

Win

Lose

Draw

Win

Lose

Draw

Shots

9.67 ± 4.87

8.26 ± 4.79

7.57 ± 4.47

73.926

< 0.001

0.033

9.23 ± 4.69

7.68 ± 4.63

7.02 ± 4.27

90.239

< 0.001

0.04

ShotsOnTarget

4.21 ± 2.37

2.44 ± 2.00

2.45 ± 1.92

339.601

< 0.001

0.136

4.03 ± 2.20

2.28 ± 1.92

2.21 ± 1.75

391.173

< 0.001

0.154

ShotsOnTargetObox

1.10 ± 1.19

0.89 ± 1.05

0.79 ± 0.99

30.736

< 0.001

0.014

1.15 ± 1.11

0.84 ± 1.00

0.78 ± 0.92

52.233

< 0.001

0.024

ShotsOnTargetIbox

3.11 ± 1.87

1.56 ± 1.46

1.67 ± 1.50

419.172

< 0.001

0.163

2.88 ± 1.82

1.44 ± 1.44

1.43 ± 1.36

414.86

< 0.001

0.161

ShotsOutPenaltyArea

3.48 ± 2.42

3.65 ± 2.47

3.17 ± 2.30

14.251

< 0.001

0.007

3.68 ± 2.45

3.49 ± 2.43

3.14 ± 2.32

18.588

< 0.001

0.009

ShotsInPenaltyArea

6.19 ± 3.42

4.61 ± 3.18

4.39 ± 3.08

133.195

< 0.001

0.058

5.56 ± 3.22

4.19 ± 3.02

3.88 ± 2.84

124.125

< 0.001

0.054

Penalties

0.20 ± 0.43

0.08 ± 0.29

0.09 ± 0.31

49.507

< 0.001

0.022

0.18 ± 0.40

0.09 ± 0.30

0.09 ± 0.28

33.599

< 0.001

0.015

Pass

265.02 ± 119.64

260.95 ± 116.40

235.62 ± 101.73

27.735

< 0.001

0.013

248.66 ± 112.66

256.34 ± 114.31

219.36 ± 96.00

48.775

< 0.001

0.022

KeyPasses

5.83 ± 3.56

5.78 ± 3.58

5.14 ± 3.38

16.901

< 0.001

0.008

5.51 ± 3.48

5.21 ± 3.42

4.69 ± 3.19

22.464

< 0.001

0.01

PassesSuccRate

0.76 ± 0.07

0.75 ± 0.07

0.75 ± 0.07

14.869

< 0.001

0.007

0.75 ± 0.08

0.74 ± 0.07

0.73 ± 0.09

13.881

< 0.001

0.006

AttThPass

64.32 ± 34.39

63.43 ± 35.00

56.15 ± 31.54

24.667

< 0.001

0.011

56.10 ± 30.54

55.38 ± 30.50

49.59 ± 28.15

21.328

< 0.001

0.01

AttThSucPaAccuracy

0.69 ± 0.08

0.66 ± 0.08

0.66 ± 0.09

53.986

< 0.001

0.024

0.66 ± 0.09

0.64 ± 0.10

0.64 ± 0.10

32.068

< 0.001

0.015

Cross

10.91 ± 6.19

12.17 ± 7.30

10.73 ± 6.53

19.755

< 0.001

0.009

10.65 ± 6.21

11.66 ± 7.29

10.10 ± 6.37

20.69

< 0.001

0.01

Freekicks

11.11 ± 5.44

11.73 ± 5.55

10.53 ± 5.04

17.835

< 0.001

0.008

11.91 ± 5.83

12.91 ± 6.09

11.15 ± 5.25

34.721

< 0.001

0.016

FrontFreeKicks

4.58 ± 2.86

4.88 ± 2.87

4.38 ± 2.72

11.103

< 0.001

0.005

4.77 ± 2.94

5.08 ± 3.04

4.32 ± 2.65

26.652

< 0.001

0.012

Corners

3.47 ± 2.52

3.42 ± 2.53

3.06 ± 2.32

11.235

< 0.001

0.005

3.22 ± 2.43

3.18 ± 2.43

2.80 ± 2.31

13.607

< 0.001

0.006

BreakThrows

8.85 ± 5.90

8.18 ± 5.54

7.58 ± 5.35

18.262

< 0.001

0.008

7.34 ± 5.30

6.58 ± 4.75

6.15 ± 4.55

22.217

< 0.001

0.01

PassBlocks

6.56 ± 3.74

6.14 ± 3.57

5.82 ± 3.46

15.082

< 0.001

0.007

5.89 ± 3.53

5.57 ± 3.45

5.12 ± 3.24

18.664

< 0.001

0.009

ShotsBlocks

2.06 ± 1.89

1.95 ± 1.68

1.79 ± 1.64

8.641

< 0.001

0.004

1.81 ± 1.73

1.72 ± 1.56

1.57 ± 1.55

8.585

< 0.001

0.004

Clearances

14.39 ± 8.62

11.82 ± 6.84

11.95 ± 7.53

51.687

< 0.001

0.023

14.15 ± 8.88

12.02 ± 7.24

11.91 ± 7.89

35.372

< 0.001

0.016

Intercepttions

7.86 ± 4.90

7.39 ± 4.75

6.87 ± 4.17

16.082

< 0.001

0.007

7.38 ± 4.92

7.02 ± 4.75

6.46 ± 4.25

14.657

< 0.001

0.007

Tackles

11.37 ± 5.66

11.13 ± 5.55

9.94 ± 4.91

28.289

< 0.001

0.013

10.12 ± 5.35

10.21 ± 5.36

8.95 ± 4.84

27.179

< 0.001

0.012

YellowCard

1.34 ± 1.24

1.28 ± 1.14

1.22 ± 1.12

3.212

< 0.05

0.001

1.31 ± 1.20

1.21 ± 1.14

1.13 ± 1.09

9.189

< 0.001

0.004

RedCard

0.04 ± 0.19

0.11 ± 0.33

0.07 ± 0.27

28.369

< 0.001

0.013

0.05 ± 0.22

0.09 ± 0.29

0.06 ± 0.25

7.195

= 0.001

0.003

Foul

10.46 ± 5.02

10.18 ± 5.11

9.48 ± 4.65

14.785

< 0.001

0.007

11.62 ± 5.61

10.79 ± 5.30

10.02 ± 4.94

33.461

< 0.001

0.015

  1. Abbreviations: CSL, Chinese Super Football League; CFACL, Chinese Football Association China League; SOT, shots on target; SOPA, shots out penalty area; SOTOB, shots on target outside box; SIPA, shots inside penalty area; SOTIB, shots on target inside box; ATP, Attacking Third Passes; ATPA, Attacking Third Successful Pass Accuracy; PSR, Passes Successful Rate