1. loan_id - Unique Loan ID
2. gender - Male/ Female
3. marital_status - Applicant married (Yes/No)
4. dependents - Number of dependents
5. qualification - Applicant Education (Graduate/ Under Graduate)
6. is_self_employed - Self employed (Yes/No)
7. applicant_income - Applicant income
8. co_applicant_income - Co-applicant income
9. loan_amount - Loan amount in thousands
10. loan_amount_term - Term of loan in months
11. credit_history - credit history meets guidelines
12. property_area - Urban/ Semi Urban/ Rural

1. loan_id - Unique Loan ID
2. status - Loan approved (Y/N)

Variable Description Loan_ID Unique Loan ID Gender Male/ Female Married Applicant married (Y/N) Dependents Number of dependents Education Applicant Education (Graduate/ Under Graduate) Self_Employed Self employed (Y/N) ApplicantIncome Applicant income CoapplicantIncome Coapplicant income LoanAmount Loan amount in thousands Loan_Amount_Term Term of loan in months Credit_History credit history meets guidelines Property_Area Urban/ Semi Urban/ Rural Loan_Status Loan approved (Y/N)