Loan Volume by Purpose
Click bar to drill down
Employment Distribution
Click segment to drill down
Credit Score vs Loan Amount
Click point to view loan
Income Distribution
Click bar to drill down
Financial Discipline
Click bar to drill down
Avg Loan by Gender & Employment
Click bar to drill down
Business Insights
Loading narrative…
Portfolio Health Score
—
—
Concentration Risk
—
Borrower Segments
High Income
High Credit
High Credit
—
High Income
Low Credit
Low Credit
—
Low Income
High Credit
High Credit
—
Low Income
Low Credit
Low Credit
—
Statistical Insights
Descriptive Statistics
| Metric | LoanAmount | Income | CreditScore | Age |
|---|---|---|---|---|
| Loading… | ||||
Correlation Matrix (Pearson r)
Strong positive (r>0.5)
Weak positive (r>0.2)
Neutral
Weak negative
Strong negative
Outlier Detail (IQR Method)
IQR method (Tukey fences)
Distribution Classifier
Outlier Detection
Investigative analysis of extreme values across the three key numeric variables — Loan Amount, Credit Score and Income. Choose a detection method, then inspect the flagged records below. Click any row to drill into that loan.
Recommendations for the Bank
Segment-level lending guidance based on credit-risk profile. Profiles below recompute against the current filters.