import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import jovian
import warnings

warnings.filterwarnings('ignore')

pd.set_option('display.max_columns', None) 
pd.set_option('display.max_rows', 200)

# Read the applications data csv

applications = pd.read_csv('application_data.csv')
applications.head()

applications.describe()

applications.shape