data_load.py

import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib inline
# We dont Probably need the Gridlines. Do we? If yes comment this line
sns.set(style="ticks")
player_df = pd.read_csv("../input/data.csv")
numcols = [
 'Overall',
 'Potential',
'Crossing','Finishing',  'ShortPassing',  'Dribbling','LongPassing', 'BallControl', 'Acceleration',
       'SprintSpeed', 'Agility',  'Stamina',
 'Value','Wage']
catcols = ['Name','Club','Nationality','Preferred Foot','Position','Body Type']
# Subset the columns
player_df = player_df[numcols+ catcols]
# Few rows of data
player_df.head(5)