pairplot.py

filtered_player_df = player_df[(player_df['Club'].isin(['FC Barcelona', 'Paris Saint-Germain',
       'Manchester United', 'Manchester City', 'Chelsea', 'Real Madrid','FC Porto','FC Bayern München'])) & 
                      (player_df['Nationality'].isin(['England', 'Brazil', 'Argentina',
       'Brazil', 'Italy','Spain','Germany'])) 
                     ]
# Single line to create pairplot
g = sns.pairplot(filtered_player_df[['Value','SprintSpeed','Potential','Wage']])