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Bank Credit Exploratory Data Analysis

  • Data Source : Provided by institute
  • Data Description : Information about loan applications of customers
  • Check for the possibility of delayed repayment/Default

1.Data Sourcing

1.1 Importing necessary libraries

# importing necessary libraries

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

warnings.filterwarnings('ignore')
# setting up pandas to view large files
pd.set_option('display.max_rows', 125)
pd.set_option('display.max_columns', 125)