EA Sports FC 24: Data-Driven Football Analysis

Introduction

The data-driven exploration of EA Sports FC 24 provided a fascinating insight into the players and leagues that define modern football. Whether you’re a coach looking to understand player profiles, an analyst exploring league dynamics, or simply a fan, the insights uncovered in this analysis show the depth of information that can be drawn from player data.

Project Overview

This analysis examines the player database from EA Sports FC 24, focusing on key performance attributes, positional strengths, league competitiveness, and team compositions. By visualizing these relationships, the project aims to provide insights for gamers, football enthusiasts, and sports analysts alike.

Dataset Overview

The dataset includes comprehensive information on over 17,000 players featured in EA Sports FC 24:

• Player demographics (age, nationality, height, weight)
• Overall ratings and potential
• Detailed skill attributes (pace, shooting, passing, etc.)
• Position-specific ratings
• Team and league affiliations
• Contract and market value information

Sample of the EA Sports FC 24 player dataset

Key Questions Explored

This analysis seeks to answer several key questions:

1. How are top-rated players distributed across leagues and positions?
2. What attributes most strongly correlate with overall player ratings?
3. How do different leagues compare in terms of player quality and team balance?
4. What age patterns emerge across different positions and skill profiles?
5. Which teams offer the best value relative to their player market values?