Categories: Power BI
Tags:

FIFA 23 – Analytics dashboards, Player performance insights

About the Dataset

Context

The dataset used in the project contains comprehensive player data from FIFA Career Mode, covering versions FIFA 15 through FIFA 23. It enables in-depth longitudinal analyses of players across nine editions of the game, offering valuable insights into trends, performance metrics, and development patterns.

Potential Analysis Ideas:
  • Messi vs. Ronaldo: A Historical Comparison
    Track how specific skill attributes evolved over time for these iconic players and compare the trends with their real-life careers.
  • Building a Competitive Squad on a Budget
    Determine the optimal budget required to assemble a competitive 11-man team comparable to top European clubs. Evaluate the point at which additional spending yields diminishing returns, using both Overall and Potential ratings.
  • Attribute Trends Among Top Players
    Analyze whether key attributes like Agility, Ball Control, and Strength have been consistently favored among the top 5% of players across different FIFA versions.

Dataset link : https://www.kaggle.com/datasets/stefanoleone992/fifa-23-complete-player-dataset?select=male_players.csv

Content Overview

  • Includes players, coaches, and teams from FIFA 15 to FIFA 23.
  • Covers all FIFA updates from September 10, 2015 to January 13, 2023.
  • Features:
    • 110 player attributes
    • 8 coach attributes
    • 54 team attributes
  • Scraped URLs for players, coaches, and teams
  • Player position data, including roles in clubs and national teams
  • Detailed player statistics: Attacking, Skills, Defense, Mentality, Goalkeeping, and more
  • Personal details: Nationality, Club, Date of Birth, Wage, Salary, etc.
  • Team data: Coach information, overall ratings, tactical profiles

Updates from FIFA 22 Dataset

  • Inclusion of FIFA 23 data
  • Full update history for each version from FIFA 15 to 23
  • Added coach and team data
  • Legacy datasets (‘male_players (legacy)’ and ‘female_players (legacy)’) retain structure based on the second yearly FIFA update
  • Combined datasets for male and female players across all versions and updates
  • Dataset available exclusively in CSV format (Excel files removed)
  • Field name change: 'sofifa_id' updated to 'player_id' to accommodate new entities (coaches and teams)