Fifa20
Naga Sai
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Posted Feb 16, 2024
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Fifa20
FIFA 20 Football is arguably the most popular sport in the world and FIFA is the most popular football (soccer) simulation game by Electronic Arts (EA Sports). The dataset provided includes the players data for the Career Mode from FIFA 15 to FIFA 20 ("players_20.csv"). The data allows multiple comparisons of the same players across the last 6 versions of the videogame.
Problem Statement
Task 1:-Prepare a complete data analysis report on the given data.
Task 2:- Explore football skills and cluster football players based on their attributes.
Task3:- Explore the data and attempt all the below asked questions in a step by step manner:
● Prepare a rank ordered list of top 10 countries with most players. Which countries are producing the most footballers that play at this level? ● Plot the distribution of overall rating vs. age of players. Interpret what is the age after which a player stops improving? ● Which type of offensive players tends to get paid the most: the striker, the right-winger, or the left-winger?