To visualize the graph of the player, click the icon at side of names in the graphic legend. It is worth noting that graphics will be overlapped.
To visualize the graph of the player, click the icon at side of names in the graphic legend. It is worth noting that graphics will be overlapped.
We used a data set consisting of 39 attributes from 11,158 players registered in Pro Evolution Soccer 2019 (PES 2019), an electronic soccer game. The data set was obtained from PES Data Base website using web scraping. This app is an interactive tool that allows any user to choose a soccer player from the game and find the ten players most similar whith him. The similarity between the players is determined using a data mining technique called k-nearest neighbors .
The available player positions are:
GK: Goalkeeper
CB: Center Back
RB: Right Back
LB: Left Back
DMF: Defense Midfield
CMF: Center Midfield
AMF: Attacking Midfield
RMF: Right Midfield
LMF: Left Midfield
RWF: Right Wing Forward
LWF: Left Wing Forward
SS: Second Striker
CF: Counter Forward
The abbreviations used in the radar chart are:
BAL: Unwavering Balance
STM: Stamina
SPE: Speed
EXP: Explosive Power
ATT: Attacking Prowess
BCO: Ball Control
DRI: Dribbling
LPAS: Low Pass
APAS: Air Pass (Lofted Pass)
KPOW: Kicking Power
FIN: Finishing
PKIC: Place Kicking
SWE: Swerve
HEA: Header
JUM: Jump
PHY: Physical Contact
BWIN: Ball Winning
DEF: Defensive Prowess
GOA: Goalkeeping
GKC: GK Catch
CLE: Clearing
REF: Reflexes
COV: Coverage
e-mail: thiagomadridd@gmail.com
email: soares.julio@gmail.com
Francisco Caninde Assis de Oliveira
e-mail: frecs123@gmail.com