This one is for all the FIFA lovers out there.
This notebook provides a comprehensive data analysis and visualisation for all players in FIFA 19!
FIFA 19 complete player dataset has been uploaded as fifa19.zip.
data.csv includes lastest edition FIFA 2019 players attributes like Age, Nationality, Overall, Potential, Club, Value, Wage, Preferred Foot, International Reputation, Weak Foot, Skill Moves, Work Rate, Position, Jersey Number, Joined, Loaned From, 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, GKReflexes, and Release Clause.
row number
ID: unique id for every player
Name: name of the player
Age: age of the player
Photo: url to the player's photo
Nationality: nationality of the player
Flag: url to players's country flag
Overall: overall rating
Potential: potential rating
Club: current club
Club Logo: url to club logo
Value: current market value
Wage: current wage
Special: special skill rating
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: true or false
Position: position on the pitch
Jersey Number: jersey number
Joined: joined date
Loaned From: 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: 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
Release Clause: release clause value