data_filepath="/work/loan_status.csv" data = pd.read_csv(data_filepath) data.head(10)

data.columns

data.grade.unique()

data.sub_grade.unique()

data.loan_status.unique()

data.purpose.unique()

data.isnull().sum()

data.describe()

sns.histplot(x=data.grade)

sns.histplot(x=data.loan_status)

sns.histplot(x=data.grade, hue=data.loan_status)

data.info()

data_crosstab1 = pd.crosstab(data['grade'], data['loan_status'], margins = False) data_crosstab1

data_crosstab2 = pd.crosstab(data['purpose'], data['loan_status'], margins = False) data_crosstab2