# FIFA 2019 PLAYERS' WAGES — Data

来源：https://www.kaggle.com/competitions/fifa2019wages/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

<h2>  The goal of this project is to use the players’ attributes to predict his annual wage in dollars. </h2>
<p> <strong> •	About the Data Files: <strong> </p>

<p> <strong> Attributes: <strong> </p>
<p> Data file includes latest edition FIFA players’ attributes like: </p>
 
<p> 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.
</p>
<h2>Files descriptions</h2>
<ul>
<li><strong>FifaTrain.csv</strong> - the training set</li>
<li><strong>FifaTest.csv</strong> - the test set</li>
<li><strong>sampleSol.csv</strong> - a sample submission file in the correct format</li>
<li><strong>AttributesDescriptionTable.pdf</strong> - supplemental information about the data</li>
<li>etc...</li>
</ul>
<h2>Data fields</h2>

<p> row number	Age	age	Nationality
<p> nationality	Overall	overall rating	Potential
<p> potential rating	Club	current club	Wage (Target Variable)
<p> current wage in thousands of dollars	Special	Preferred Foot	left/right
<p> International Reputation	rating on scale of 5	Weak Foot	rating on scale of 5
<p> Skill Moves	rating on scale of 5	Work Rate	attack work rate/defence work rate
<p> Body Type	body type of player	Real Face	Position
<p> position on the pitch	Jersey Number	jersey number	Joined
<p> joined date	club name if applicable	Contract Valid Until	contract end date
<p> Height	height of the player	Weight	weight of the player
<p> LS	rating on scale of 100	ST	rating on scale of 100
<p> RS	rating on scale of 100	LW	rating on scale of 100
<p> LF	rating on scale of 100	CF	rating on scale of 100
<p> RF	rating on scale of 100	RW	rating on scale of 100
<p> LAM	rating on scale of 100	CAM	rating on scale of 100
<p> RAM	rating on scale of 100	LM	rating on scale of 100
<p> LCM	rating on scale of 100	CM	rating on scale of 100
<p> RCM	rating on scale of 100	RM	rating on scale of 100
<p> LWB	rating on scale of 100	LDM	rating on scale of 100
<p> CDM	rating on scale of 100	RDM	rating on scale of 100
<p> RWB	rating on scale of 100	LB	rating on scale of 100
<p> LCB	rating on scale of 100	CB	rating on scale of 100
<p> RCB	rating on scale of 100	RB	rating on scale of 100
<p> Crossing	rating on scale of 100	Finishing	rating on scale of 100
<p> HeadingAccuracy	rating on scale of 100	ShortPassing	rating on scale of 100
<p> Volleys	rating on scale of 100	Dribbling	rating on scale of 100
<p> Curve	rating on scale of 100	FKAccuracy	rating on scale of 100
<p> LongPassing	rating on scale of 100	BallControl	rating on scale of 100
<p> Acceleration	rating on scale of 100	SprintSpeed	rating on scale of 100
<p> Agility	rating on scale of 100	Reactions	rating on scale of 100
<p> Balance	rating on scale of 100	ShotPower	rating on scale of 100
<p> Jumping	rating on scale of 100	Stamina	rating on scale of 100
<p> Strength	rating on scale of 100	LongShots	rating on scale of 100
<p> Aggression	rating on scale of 100	Interceptions	rating on scale of 100
<p> Positioning	rating on scale of 100	Vision	rating on scale of 100
<p> Penalties	rating on scale of 100	Composure	rating on scale of 100
<p> Marking	rating on scale of 100	StandingTackle	rating on scale of 100
<p> SlidingTackle	rating on scale of 100	GKDiving	rating on scale of 100
<p> GKHandling	rating on scale of 100	GKKicking	rating on scale of 100
<p> GKPositioning	rating on scale of 100	GKReflexes	rating on scale of 100