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FIFA 24 Player Market Value Analysis
Dataset Overview
This dataset contains information about 180,021 football players from EA Sports FC 24. The main goal is to analyze what factors determine a player's market value.
Source: Kaggle - EA Sports FC 24 Complete Player Dataset Original data: EA Sports FC 24
Research Question
What factors influence the market value of a football player?
Key Findings
- Most players have a market value under €1M (right-skewed distribution)
- Players aged 20-24 have the highest market values due to their potential
- Wage is the strongest predictor of market value
- Attacking players (strikers and wingers) are the most valuable
- La Liga has the highest median player values
Files
male_players.csv- Main dataset with all player statisticsAssignment_1_EDA_Dataset.ipynb- Full EDA notebook
Tools Used
1. Distribution of Player Market Values
2. Top 20 Most Valuable Players
3. Age vs Market Value
4. Position vs Market Value
5. Correlation Heatmap
6. Top Leagues by Player Value
Video Presentation
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