Description Usage Format Details Source Examples
Soccer player skill ratings (at the time of September 2011) provided by the PES Stats Database.
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A data frame with 1851 observations on the following 43 variables. The description of the skills are from the PES Stats Database.
Name
Player name
League
Soccer league (Bundesliga
, LaLiga
,
PremierLeague
or SerieA
Team
Team name
Number
Squad number
Position
Player's position (Goalkeeper
<
Defender
< Midfielder
< Forward
)
Positions
Player's position in more detail
Birthday
Birthday
Nationality
Nationality
Age
Age
Height
Height
Weight
Weight
InjuryTolerance
Injury tolerance (A
< B
< C
)
Foot
Main foot, "handedness" (L
, R
)
Side
Preferred side of the field (B
, L
, R
)
Attack
Resistance of marker attentions
Defence
Performance of achallenges and sliding tackles
Balance
Stableness
Stamina
Endurance
TopSpeed
Top speed without ball dribbling
Acceleration
Acceleration towards top speed
Response
Reaction time
Agility
Agility during kicks, tricks, and general movements
DribbleAccuracy
Movement with the ball at the feet
DribbleSpeed
Top speed during ball dribbling
ShortPassAccuracy
Preciseness of passes along the ground
ShortPassSpeed
Speed of passes along the ground
LongPassAccuracy
Preciseness of airborne passes and crosses
LongPassSpeed
Speed of airborne passes and crosses
ShotAccuracy
Preciseness of shots
ShotPower
Power of shots
ShotTechnique
Preciseness of shots
FreeKickAccuracy
Preciseness of free kicks
Curling
Curling of shots, free kicks, etc.
Header
Preciseness of headers
Jump
Jump ability
Technique
Ball trapping and controlling
Aggression
Aggressiveness
Mentality
Commitment and drive
KeeperSkills
Keeper skills
Teamwork
Interaction with teammates
ConditionFitness
Fatigue after matches
WeakFootAccuracy
Preciseness of kicks with the weaker foot
WeakFootFrequency
Frequency of kicks with the weaker foot
The skill ratings are from the PES Stats Database (PSD), a community-based approach to create a database with accurate statistics and skill ratings for soccer players (originally for the video game "Pro Evolution Soccer" by Konami).
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