url <- "https://raw.githubusercontent.com/rpizarrog/Machine-Learning-con-R/main/datos/datos.limpios.csv"
fifa <- read.csv(url)head(fifa, 10)## X.1 X Name Age Nationality Overall Potential
## 1 1 1 L. Messi 31 Argentina 94 94
## 2 2 2 Cristiano Ronaldo 33 Portugal 94 94
## 3 3 3 Neymar Jr 26 Brazil 92 93
## 4 4 4 De Gea 27 Spain 91 93
## 5 5 5 K. De Bruyne 27 Belgium 91 92
## 6 6 6 E. Hazard 27 Belgium 91 91
## 7 7 7 L. Modric 32 Croatia 91 91
## 8 8 8 L. Suárez 31 Uruguay 91 91
## 9 9 9 Sergio Ramos 32 Spain 91 91
## 10 10 10 J. Oblak 25 Slovenia 90 93
## Club Preferred.Foot International.Reputation Weak.Foot
## 1 FC Barcelona Left 5 4
## 2 Juventus Right 5 4
## 3 Paris Saint-Germain Right 5 5
## 4 Manchester United Right 4 3
## 5 Manchester City Right 4 5
## 6 Chelsea Right 4 4
## 7 Real Madrid Right 4 4
## 8 FC Barcelona Right 5 4
## 9 Real Madrid Right 4 3
## 10 Atlético Madrid Right 3 3
## Skill.Moves Height Weight Crossing Finishing HeadingAccuracy ShortPassing
## 1 4 5'7 159lbs 84 95 70 90
## 2 5 6'2 183lbs 84 94 89 81
## 3 5 5'9 150lbs 79 87 62 84
## 4 1 6'4 168lbs 17 13 21 50
## 5 4 5'11 154lbs 93 82 55 92
## 6 4 5'8 163lbs 81 84 61 89
## 7 4 5'8 146lbs 86 72 55 93
## 8 3 6'0 190lbs 77 93 77 82
## 9 3 6'0 181lbs 66 60 91 78
## 10 1 6'2 192lbs 13 11 15 29
## Volleys Dribbling Curve FKAccuracy LongPassing BallControl Acceleration
## 1 86 97 93 94 87 96 91
## 2 87 88 81 76 77 94 89
## 3 84 96 88 87 78 95 94
## 4 13 18 21 19 51 42 57
## 5 82 86 85 83 91 91 78
## 6 80 95 83 79 83 94 94
## 7 76 90 85 78 88 93 80
## 8 88 87 86 84 64 90 86
## 9 66 63 74 72 77 84 76
## 10 13 12 13 14 26 16 43
## SprintSpeed Agility Reactions Balance ShotPower Jumping Stamina Strength
## 1 86 91 95 95 85 68 72 59
## 2 91 87 96 70 95 95 88 79
## 3 90 96 94 84 80 61 81 49
## 4 58 60 90 43 31 67 43 64
## 5 76 79 91 77 91 63 90 75
## 6 88 95 90 94 82 56 83 66
## 7 72 93 90 94 79 68 89 58
## 8 75 82 92 83 86 69 90 83
## 9 75 78 85 66 79 93 84 83
## 10 60 67 86 49 22 76 41 78
## LongShots Aggression Interceptions Positioning Vision Penalties Composure
## 1 94 48 22 94 94 75 96
## 2 93 63 29 95 82 85 95
## 3 82 56 36 89 87 81 94
## 4 12 38 30 12 68 40 68
## 5 91 76 61 87 94 79 88
## 6 80 54 41 87 89 86 91
## 7 82 62 83 79 92 82 84
## 8 85 87 41 92 84 85 85
## 9 59 88 90 60 63 75 82
## 10 12 34 19 11 70 11 70
## Marking StandingTackle SlidingTackle GKDiving GKHandling GKKicking
## 1 33 28 26 6 11 15
## 2 28 31 23 7 11 15
## 3 27 24 33 9 9 15
## 4 15 21 13 90 85 87
## 5 68 58 51 15 13 5
## 6 34 27 22 11 12 6
## 7 60 76 73 13 9 7
## 8 62 45 38 27 25 31
## 9 87 92 91 11 8 9
## 10 27 12 18 86 92 78
## GKPositioning GKReflexes Valor Estatura PesoKgs
## 1 14 8 110500000 1.70 72.12
## 2 14 11 77000000 1.88 83.01
## 3 15 11 118500000 1.75 68.04
## 4 88 94 72000000 1.93 76.20
## 5 10 13 102000000 1.80 69.85
## 6 8 8 93000000 1.73 73.94
## 7 14 9 67000000 1.73 66.22
## 8 33 37 80000000 1.83 86.18
## 9 7 11 51000000 1.83 82.10
## 10 88 89 68000000 1.88 87.09