The goal of this project is to use the players’ attributes to predict his annual wage in dollars.
•	About the Data Files:
Attributes:
Data file includes latest edition FIFA players’ attributes like:
Age, Nationality, Overall, Potential, Club, Wage, Preferred Foot, International Reputation, Weak Foot, Skill Moves, Work Rate, Position, Jersey Number, Joined, Contract Valid Until, Height, Weight, LS, ST, RS, LW, LF, CF, RF, RW, LAM, CAM, RAM, LM, LCM, CM, RCM, RM, LWB, LDM, CDM, RDM, RWB, LB, LCB, CB, RCB, RB, Crossing, Finishing, Heading, Accuracy, ShortPassing, Volleys, Dribbling, Curve, FKAccuracy, LongPassing, BallControl, Acceleration, SprintSpeed, Agility, Reactions, Balance, ShotPower, Jumping, Stamina, Strength, LongShots, Aggression, Interceptions, Positioning, Vision, Penalties, Composure, Marking, StandingTackle, SlidingTackle, GKDiving, GKHandling, GKKicking, GKPositioning and GKReflexes.
Files descriptions
FifaTrain.csv
- the training set
FifaTest.csv
- the test set
sampleSol.csv
- a sample submission file in the correct format
AttributesDescriptionTable.pdf
- supplemental information about the data
etc...
Data fields
row number	Age	age	Nationality
nationality	Overall	overall rating	Potential
potential rating	Club	current club	Wage (Target Variable)
current wage in thousands of dollars	Special	Preferred Foot	left/right
International Reputation	rating on scale of 5	Weak Foot	rating on scale of 5
Skill Moves	rating on scale of 5	Work Rate	attack work rate/defence work rate
Body Type	body type of player	Real Face	Position
position on the pitch	Jersey Number	jersey number	Joined
joined date	club name if applicable	Contract Valid Until	contract end date
Height	height of the player	Weight	weight of the player
LS	rating on scale of 100	ST	rating on scale of 100
RS	rating on scale of 100	LW	rating on scale of 100
LF	rating on scale of 100	CF	rating on scale of 100
RF	rating on scale of 100	RW	rating on scale of 100
LAM	rating on scale of 100	CAM	rating on scale of 100
RAM	rating on scale of 100	LM	rating on scale of 100
LCM	rating on scale of 100	CM	rating on scale of 100
RCM	rating on scale of 100	RM	rating on scale of 100
LWB	rating on scale of 100	LDM	rating on scale of 100
CDM	rating on scale of 100	RDM	rating on scale of 100
RWB	rating on scale of 100	LB	rating on scale of 100
LCB	rating on scale of 100	CB	rating on scale of 100
RCB	rating on scale of 100	RB	rating on scale of 100
Crossing	rating on scale of 100	Finishing	rating on scale of 100
HeadingAccuracy	rating on scale of 100	ShortPassing	rating on scale of 100
Volleys	rating on scale of 100	Dribbling	rating on scale of 100
Curve	rating on scale of 100	FKAccuracy	rating on scale of 100
LongPassing	rating on scale of 100	BallControl	rating on scale of 100
Acceleration	rating on scale of 100	SprintSpeed	rating on scale of 100
Agility	rating on scale of 100	Reactions	rating on scale of 100
Balance	rating on scale of 100	ShotPower	rating on scale of 100
Jumping	rating on scale of 100	Stamina	rating on scale of 100
Strength	rating on scale of 100	LongShots	rating on scale of 100
Aggression	rating on scale of 100	Interceptions	rating on scale of 100
Positioning	rating on scale of 100	Vision	rating on scale of 100
Penalties	rating on scale of 100	Composure	rating on scale of 100
Marking	rating on scale of 100	StandingTackle	rating on scale of 100
SlidingTackle	rating on scale of 100	GKDiving	rating on scale of 100
GKHandling	rating on scale of 100	GKKicking	rating on scale of 100
GKPositioning	rating on scale of 100	GKReflexes	rating on scale of 100