Dataset: Football (FIFA - 2019) Dataset

About this Dataset

Football (FIFA - 2019) Dataset

This Dataset Contains all Information of players who participated in the FIFA-2019 League.

This Dataset consists of all the parameters, by which a Player's ability can be measured
some of the parameters included in the dataset are,

Age: Age of Player

Skill Moves: Describes various skill set of the player

Work Rate: Work rate of player

Body Type: Body type of player (like High, lean, Courtois, moderate)

joined year: Joining year of player

Agility: Agility of player (numerical values)

SprintSpeed: Sprinting Speed of player

Reactions: Reaction on the Numerical Scale

This Dataset can be used for Supervised as well as Unsupervised tasks.

Note: In Version-2 I've cleaned some of the Currency units and made them more readble.

Tables

Fifa 2019

@kaggle.devansodariya_football_fifa_2019_dataset.fifa_2019

1.91 MB
18207 rows
89 columns


CREATE TABLE fifa_2019 (
  "unnamed_0" BIGINT,
  "id" BIGINT,
  "name" VARCHAR,
  "age" BIGINT,
  "photo" VARCHAR,
  "nationality" VARCHAR,
  "flag" VARCHAR,
  "overall" BIGINT,
  "potential" BIGINT,
  "club" VARCHAR,
  "club_logo" VARCHAR,
  "value" VARCHAR,
  "wage" VARCHAR,
  "special" BIGINT,
  "preferred_foot" VARCHAR,
  "international_reputation" DOUBLE,
  "weak_foot" DOUBLE,
  "skill_moves" DOUBLE,
  "work_rate" VARCHAR,
  "body_type" VARCHAR,
  "real_face" VARCHAR,
  "position" VARCHAR,
  "jersey_number" DOUBLE,
  "joined" TIMESTAMP,
  "loaned_from" VARCHAR,
  "contract_valid_until" VARCHAR,
  "height" VARCHAR,
  "weight" VARCHAR,
  "ls" VARCHAR,
  "st" VARCHAR,
  "rs" VARCHAR,
  "lw" VARCHAR,
  "lf" VARCHAR,
  "cf" VARCHAR,
  "rf" VARCHAR,
  "rw" VARCHAR,
  "lam" VARCHAR,
  "cam" VARCHAR,
  "ram" VARCHAR,
  "lm" VARCHAR,
  "lcm" VARCHAR,
  "cm" VARCHAR,
  "rcm" VARCHAR,
  "rm" VARCHAR,
  "lwb" VARCHAR,
  "ldm" VARCHAR,
  "cdm" VARCHAR,
  "rdm" VARCHAR,
  "rwb" VARCHAR,
  "lb" VARCHAR,
  "lcb" VARCHAR,
  "cb" VARCHAR,
  "rcb" VARCHAR,
  "rb" VARCHAR,
  "crossing" DOUBLE,
  "finishing" DOUBLE,
  "headingaccuracy" DOUBLE,
  "shortpassing" DOUBLE,
  "volleys" DOUBLE,
  "dribbling" DOUBLE,
  "curve" DOUBLE,
  "fkaccuracy" DOUBLE,
  "longpassing" DOUBLE,
  "ballcontrol" DOUBLE,
  "acceleration" DOUBLE,
  "sprintspeed" DOUBLE,
  "agility" DOUBLE,
  "reactions" DOUBLE,
  "balance" DOUBLE,
  "shotpower" DOUBLE,
  "jumping" DOUBLE,
  "stamina" DOUBLE,
  "strength" DOUBLE,
  "longshots" DOUBLE,
  "aggression" DOUBLE,
  "interceptions" DOUBLE,
  "positioning" DOUBLE,
  "vision" DOUBLE,
  "penalties" DOUBLE,
  "composure" DOUBLE,
  "marking" DOUBLE,
  "standingtackle" DOUBLE,
  "slidingtackle" DOUBLE,
  "gkdiving" DOUBLE,
  "gkhandling" DOUBLE,
  "gkkicking" DOUBLE,
  "gkpositioning" DOUBLE,
  "gkreflexes" DOUBLE,
  "release_clause" VARCHAR
);

Fifa Processed Data

@kaggle.devansodariya_football_fifa_2019_dataset.fifa_processed_data

1.97 MB
18207 rows
90 columns


CREATE TABLE fifa_processed_data (
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "id" BIGINT,
  "name" VARCHAR,
  "age" BIGINT,
  "photo" VARCHAR,
  "nationality" VARCHAR,
  "flag" VARCHAR,
  "overall" BIGINT,
  "potential" BIGINT,
  "club" VARCHAR,
  "club_logo" VARCHAR,
  "value" BIGINT,
  "wage" BIGINT,
  "special" BIGINT,
  "preferred_foot" VARCHAR,
  "international_reputation" DOUBLE,
  "weak_foot" DOUBLE,
  "skill_moves" DOUBLE,
  "work_rate" VARCHAR,
  "body_type" VARCHAR,
  "real_face" VARCHAR,
  "position" VARCHAR,
  "jersey_number" DOUBLE,
  "joined" VARCHAR,
  "loaned_from" VARCHAR,
  "contract_valid_until" VARCHAR,
  "height" BIGINT,
  "weight" BIGINT,
  "ls" BIGINT,
  "st" BIGINT,
  "rs" BIGINT,
  "lw" BIGINT,
  "lf" BIGINT,
  "cf" BIGINT,
  "rf" BIGINT,
  "rw" BIGINT,
  "lam" BIGINT,
  "cam" BIGINT,
  "ram" BIGINT,
  "lm" BIGINT,
  "lcm" BIGINT,
  "cm" BIGINT,
  "rcm" BIGINT,
  "rm" BIGINT,
  "lwb" BIGINT,
  "ldm" BIGINT,
  "cdm" BIGINT,
  "rdm" BIGINT,
  "rwb" BIGINT,
  "lb" BIGINT,
  "lcb" BIGINT,
  "cb" BIGINT,
  "rcb" BIGINT,
  "rb" BIGINT,
  "crossing" DOUBLE,
  "finishing" DOUBLE,
  "headingaccuracy" DOUBLE,
  "shortpassing" DOUBLE,
  "volleys" DOUBLE,
  "dribbling" DOUBLE,
  "curve" DOUBLE,
  "fkaccuracy" DOUBLE,
  "longpassing" DOUBLE,
  "ballcontrol" DOUBLE,
  "acceleration" DOUBLE,
  "sprintspeed" DOUBLE,
  "agility" DOUBLE,
  "reactions" DOUBLE,
  "balance" DOUBLE,
  "shotpower" DOUBLE,
  "jumping" DOUBLE,
  "stamina" DOUBLE,
  "strength" DOUBLE,
  "longshots" DOUBLE,
  "aggression" DOUBLE,
  "interceptions" DOUBLE,
  "positioning" DOUBLE,
  "vision" DOUBLE,
  "penalties" DOUBLE,
  "composure" DOUBLE,
  "marking" DOUBLE,
  "standingtackle" DOUBLE,
  "slidingtackle" DOUBLE,
  "gkdiving" DOUBLE,
  "gkhandling" DOUBLE,
  "gkkicking" DOUBLE,
  "gkpositioning" DOUBLE,
  "gkreflexes" DOUBLE,
  "release_clause" VARCHAR
);