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What is EDA Case Study on Loan Defaults about?

The document analyzes a loan case study to minimize risk of loss from lending. It explores a dataset of over 39,000 loans, finding that over 5,000 were charged off. Loans for debt consolidation and from California carried the highest risk. Analysis of variables like home ownership, income verification, loan grade, term, and purpose identified patterns for defaults. A profile of an example loan applicant, John, signaled risks like a high loan amount relative to his salary and mortgage.

Author

sanjeebani swain

Language

EN