Inspiration
Was quite curious about how the FIFA organization sorts and analyzes players with respect to their performances and scores and even also how the FIFA rating system works...thats why using my core Python programming skills I have created this analysis based project.
What it does
I have thoroughly analyzed each players statistics and from that statistics I have visualized there performance based on various parameters.
How I built it
I have used Python for this project and some modules and libraries like numpy , pandas, matplotlib and seaborn.
Challenges I ran into
The biggest challenge I faced while collecting the csv files of that data and cleaning the data.
Accomplishments that I 'm proud of
This is my first Data Science project so I have worked really hard to complete this whole project on my own.
What I learned
Things I have learned.. 1) How to read any kind of CSV file and raw data and convert it into clean data and analyze it. 2)How to implement core python skills to do numerical analysis on data 3) How to visualize using Python libraries.
What's next for EA SPORTS FIFA 21 EDA
So, after the completion of this project I am currently learning Machine Learning and thinking of creating a new ML model based project (..may be a recommendation system type)
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