Credit analysis is a process used by creditors to determine an applicant's creditworthiness and ability to repay debt. It involves reviewing factors like income, existing debts, payment history, job stability, and the purpose of the loan. A favorable credit analysis indicates the applicant has sufficient income to cover repayment obligations and is a low credit risk.