Table 3. Selected attributes and their importance for each position, 2017 (own calculation).

Position Attributes
GK Vision Agility Reactions Balance Diving Jumping Reflexes Handling
6.499% 9.034% 9.269% 9.944% 10.183% 15.894% 19.538% 19.639%
CB Aggression Balance Standing tackle Interceptions Strength Jumping Sprint speed Marking
8.526% 8.855% 10.253% 12.241% 12.591% 13.632% 13.783% 20.119%
LB, RB Short passing Interceptions Standing tackle Ball control Composure* Sprint speed Acceleration Marking
8.463% 9.299% 10.355% 10.685% 11.101% 12.262% 13.742% 24.093%
CDM Ball control Balance Long passing Strength Standing tackle Positioning Interceptions Short passing
9.648% 9.851% 9.878% 11.160% 13.291% 11.635% 13.607% 18.981%
CAM Composure** Acceleration Shot power Dribbling Positioning Short passing Vision Ball control
6.297% 6.888% 10.363% 11.162% 11.635% 15.129% 15.887% 22.639%
LM, RM Finishing Crossing Agility Ball control Acceleration Vision Sprint speed Dribbling
6.925% 8.813% 9.573% 10.303% 10.392% 15.386% 18.709% 19.899%
CF Aggression Composure*** Ball control Agility Dribbling Positioning Finishing Heading accuracy
7.172% 9.997% 10.910% 11.409% 12.969% 15.215% 15.339% 16.988%

* replaced by Long passing in 2013 due to missing attribute in data, ** replaced by Agility in 2013 due to missing attribute in data, *** replaced by Penalties in 2013 due to missing attribute in data2

2In 2013, for LB, RB: Long passing (7.714%), Short passing (8.785%), Interceptions (9.653%), Standing tackle (10.749%), Ball control (11.092%), Sprint speed (12.728%), Acceleration (14.265%) and Marking (25.010%); for CAM: Agility (6.031%), Acceleration (6.908%), Shot power (10.393%), Dribbling (11.194%), Positioning (11.668%), Short passing (15.172%), Vision (15.932%) and Ball control (22.703%); for CF: Penalties (6.484%), Aggression (7.452%), Ball control (11.336%), Agility (11.854%), Dribbling (13.476%), Positioning (15.809%), Finishing (15.938%) and Heading accuracy (17.652%).