Baselight

FIFA 20 Complete Player Dataset For Manager Mode

19k+ players ,70+ attributes extracted from sofifa.com

@kaggle.balaaje_fifa_20_complete_player_dataset_for_manager_mode

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About this Dataset

FIFA 20 Complete Player Dataset For Manager Mode

Context

The datasets provided include the players data for the Career Mode from FIFA 20 .

some ideas for possible analysis :

  • People love to have pacey players in their manager mode .so,some analysis on pacey players in different positions in fifa 20.
  • Ideal budget to create a competitive team (at the level of top n teams in Europe) and at which point the budget does not allow to buy significantly better players for the 11-men lineup. An extra is the same comparison with the Potential attribute for the lineup instead of the Overall attribute.
  • Analysis of players who are younger than 23 and potential over 80.

Content

  • Every player available in FIFA 20
    - 70+ attributes
    - URL of the scraped player
    - Player positions, with the role in the club and in the national team
    - Player attributes with statistics as Attacking, Skills, Defense, Mentality, GK Skills, etc.
    - Player personal data like Nationality, Club, DateOfBirth, Wage, Salary, etc.

Acknowledgements

Data has been scraped from the publicly available website https://sofifa.com. and Inspired from @stefanoleone992 Dataset

Tables

Fifa20 Data

@kaggle.balaaje_fifa_20_complete_player_dataset_for_manager_mode.fifa20_data
  • 2.02 MB
  • 19,626 rows
  • 75 columns
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CREATE TABLE fifa20_data (
  "short_name" VARCHAR,
  "full_name" VARCHAR,
  "image" VARCHAR,
  "country" VARCHAR,
  "position" VARCHAR,
  "age" BIGINT,
  "overall" BIGINT,
  "potential" BIGINT,
  "club" VARCHAR,
  "contract" VARCHAR,
  "height" VARCHAR,
  "weight" VARCHAR,
  "foot" VARCHAR,
  "bov" BIGINT,
  "bp" VARCHAR,
  "growth" BIGINT,
  "joined" TIMESTAMP,
  "loan_date_end" TIMESTAMP,
  "value" VARCHAR,
  "wage" VARCHAR,
  "release_clause" VARCHAR,
  "attacking" BIGINT,
  "crossing" BIGINT,
  "finishing" BIGINT,
  "heading_accuracy" BIGINT,
  "short_passing" BIGINT,
  "volleys" BIGINT,
  "skill" BIGINT,
  "dribbling" BIGINT,
  "curve" BIGINT,
  "fk_accuracy" BIGINT,
  "long_passing" BIGINT,
  "ball_control" BIGINT,
  "movement" BIGINT,
  "acceleration" BIGINT,
  "sprint_speed" BIGINT,
  "agility" BIGINT,
  "reactions" BIGINT,
  "balance" BIGINT,
  "power" BIGINT,
  "shot_power" BIGINT,
  "jumping" BIGINT,
  "stamina" BIGINT,
  "strength" BIGINT,
  "long_shots" BIGINT,
  "mentality" BIGINT,
  "aggression" BIGINT,
  "interceptions" BIGINT,
  "positioning" BIGINT,
  "vision" BIGINT,
  "penalties" BIGINT,
  "composure" BIGINT,
  "defending" BIGINT,
  "marking" BIGINT,
  "standing_tackle" BIGINT,
  "sliding_tackle" BIGINT,
  "goalkeeping" BIGINT,
  "gk_diving" BIGINT,
  "gk_handling" BIGINT,
  "gk_positioning" BIGINT,
  "gk_reflexes" BIGINT,
  "total_stats" BIGINT,
  "base_stats" BIGINT,
  "w_f" BIGINT,
  "sm" BIGINT,
  "a_w" VARCHAR,
  "d_w" VARCHAR,
  "ir" BIGINT,
  "pac" BIGINT,
  "sho" BIGINT,
  "pas" BIGINT,
  "dri" BIGINT,
  "def" BIGINT,
  "phy" BIGINT,
  "hits" VARCHAR
);

Fifa20data

@kaggle.balaaje_fifa_20_complete_player_dataset_for_manager_mode.fifa20data
  • 1.79 MB
  • 19,661 rows
  • 74 columns
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CREATE TABLE fifa20data (
  "name" VARCHAR,
  "image" VARCHAR,
  "country" VARCHAR,
  "position" VARCHAR,
  "age" BIGINT,
  "overall" BIGINT,
  "potential" BIGINT,
  "club" VARCHAR,
  "contract" VARCHAR,
  "height" VARCHAR,
  "weight" VARCHAR,
  "foot" VARCHAR,
  "bov" BIGINT,
  "bp" VARCHAR,
  "growth" BIGINT,
  "joined" TIMESTAMP,
  "loan_date_end" TIMESTAMP,
  "value" VARCHAR,
  "wage" VARCHAR,
  "release_clause" VARCHAR,
  "attacking" BIGINT,
  "crossing" BIGINT,
  "finishing" BIGINT,
  "heading_accuracy" BIGINT,
  "short_passing" BIGINT,
  "volleys" BIGINT,
  "skill" BIGINT,
  "dribbling" BIGINT,
  "curve" BIGINT,
  "fk_accuracy" BIGINT,
  "long_passing" BIGINT,
  "ball_control" BIGINT,
  "movement" BIGINT,
  "acceleration" BIGINT,
  "sprint_speed" BIGINT,
  "agility" BIGINT,
  "reactions" BIGINT,
  "balance" BIGINT,
  "power" BIGINT,
  "shot_power" BIGINT,
  "jumping" BIGINT,
  "stamina" BIGINT,
  "strength" BIGINT,
  "long_shots" BIGINT,
  "mentality" BIGINT,
  "aggression" BIGINT,
  "interceptions" BIGINT,
  "positioning" BIGINT,
  "vision" BIGINT,
  "penalties" BIGINT,
  "composure" BIGINT,
  "defending" BIGINT,
  "marking" BIGINT,
  "standing_tackle" BIGINT,
  "sliding_tackle" BIGINT,
  "goalkeeping" BIGINT,
  "gk_diving" BIGINT,
  "gk_handling" BIGINT,
  "gk_positioning" BIGINT,
  "gk_reflexes" BIGINT,
  "total_stats" BIGINT,
  "base_stats" BIGINT,
  "w_f" BIGINT,
  "sm" BIGINT,
  "a_w" VARCHAR,
  "d_w" VARCHAR,
  "ir" BIGINT,
  "pac" BIGINT,
  "sho" BIGINT,
  "pas" BIGINT,
  "dri" BIGINT,
  "def" BIGINT,
  "phy" BIGINT,
  "hits" VARCHAR
);

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