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Credit Risk Visualization
Exploring credit risk data
Risk Assessment
Low Risk
Medium
High Risk
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Default %
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Non-Default %
Data Statistics
Total Records:
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Default Rate:
-
Avg Loan Amount:
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Avg Income:
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Overview
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Credit Risk Prediction
Age
Annual Income ($)
Home Ownership
OWN
MORTGAGE
RENT
OTHER
Employment Length (years)
Loan Intent
EDUCATION
MEDICAL
VENTURE
PERSONAL
HOMEIMPROVEMENT
DEBTCONSOLIDATION
Loan Grade
A
B
C
D
E
F
G
Loan Amount ($)
Interest Rate (%)
Loan Percent Income
Previous Default on File
No
Yes
Credit History Length (years)
Calculate Risk
Non-Default
85%
Low Risk
Medium
High Risk
This loan has a low risk of default and is recommended for approval.
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