A Exploratory Data Analysis of FIFA Players which includes Data Cleaning, Missing Value Treatment and visualizing relationships using Python libraries like NumPy, Pandas, Matplotlib and Seaborn.
The data contains details for over 18,000 players playing in various football clubs in Europe. It contains information on age, skill rating, wages and player value, etc. The files provided are as folows:
- fifa.csv – data file.
- fifa_ variable_information.csv - information on individual variables.