fifa20 {treeshap}

Attributes of all players in FIFA 20

Description

Dataset consists of 56 columns, 55 numeric and one of type factor 'work_rate'. value_eur is a potential target feature.

Usage

fifa20

Format

A data frame with 18278 rows and 56 columns. Most of variables representing skills are in range from 0 to 100 and will not be described here. To list non obvious features:

overall

Overall score of player's skills

potential

Potential of a player, younger players tend to have higher level of potential

value_eur

Market value of a player (in mln EUR)

international_reputation

Range 1 to 5

weak_foot

Range 1 to 5

skill_moves

Range 1 to 5

work_rate

Divided by slash levels of willingness to work in offense and defense respectively

Source

"Data has been scraped from the publicly available website https://sofifa.com" https://www.kaggle.com/stefanoleone992/fifa-20-complete-player-dataset