Credit Risk Insights Dashboard

Exploratory Data Analysis · Loading... records

Avg. Income
Avg. Loan Amount
Avg. Interest Rate
Default Rate

Loan Grade Distribution

Count of loans by grade (A = best, G = worst)

Default Rate by Loan Grade

% of defaults within each loan grade

Loan Intent Distribution

What borrowers are using loans for

Default Rate by Home Ownership

Does owning a home reduce default risk?

Loan % of Income vs Default Status

Average loan-to-income ratio for defaulted vs non-defaulted loans

📊 Key Insights (Derived from Data)

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