FIFA 17 data analysis using various Machine Learning Algorithms. Checkout My Submission on Kaggle.
Data Analysis Data Visualization
- Top Player Analysis using RadarChart
- Correlation using HeatMap
- Attribute analysis using count Plot
- Seaborn color palettes usage
Data Cleaning Techniques used
- LinearRegression
- Support Vector Machines
- SVR
This repository is made to extend the work on this dataset. Few Observations to know from analysis:
- Linear Regression found to be a good model to predict Rating with score of 0.84
- As you can see below, Messi's Radar Chart is almost inscribed inside other two's charts. Sorry Messi Fans.
Eden Hazard Chart's as can be seen, is comparable with Cristiano Ronaldo. Yayyyy! No wonder why Zinedine Zidane want Hazard to join Real Madrid!
