German Credit Risk Dataset - Free Download
1,000 loan applicant records with checking balance, loan duration, credit history, purpose, loan amount, and 20+ financial and personal attributes used for credit risk classification. Contains 1000 records. Download in Excel, CSV, PDF formats.
📥 Free Download
💡 Key Takeaways
- Contains 1000 records / 21 fields
- Available for free download in Excel, CSV, and PDF formats
- Data sourced from: https://github.com/stedy/Machine-Learning-with-R-datasets
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Showing 20
of 1000
⚠️ Showing first 20 of 1,000 records. Download the file for complete data.
| Checking Balance | Months Loan Duration | Credit History | Purpose | Amount | Savings Balance | Employment Length | Installment Rate | Personal Status | Other Debtors | Residence History | Property | Age | Installment Plan | Housing | Existing Credits | Default | Dependents | Telephone | Foreign Worker | Job |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| < 0 DM | 6 | critical | radio/tv | 1169 | unknown | > 7 yrs | 4 | single male | none | 4 | real estate | 67 | none | own | 2 | 1 | 1 | yes | yes | skilled employee |
| 1 - 200 DM | 48 | repaid | radio/tv | 5951 | < 100 DM | 1 - 4 yrs | 2 | female | none | 2 | real estate | 22 | none | own | 1 | 2 | 1 | none | yes | skilled employee |
| unknown | 12 | critical | education | 2096 | < 100 DM | 4 - 7 yrs | 2 | single male | none | 3 | real estate | 49 | none | own | 1 | 1 | 2 | none | yes | unskilled resident |
| < 0 DM | 42 | repaid | furniture | 7882 | < 100 DM | 4 - 7 yrs | 2 | single male | guarantor | 4 | building society savings | 45 | none | for free | 1 | 1 | 2 | none | yes | skilled employee |
| < 0 DM | 24 | delayed | car (new) | 4870 | < 100 DM | 1 - 4 yrs | 3 | single male | none | 4 | unknown/none | 53 | none | for free | 2 | 2 | 2 | none | yes | skilled employee |
| unknown | 36 | repaid | education | 9055 | unknown | 1 - 4 yrs | 2 | single male | none | 4 | unknown/none | 35 | none | for free | 1 | 1 | 2 | yes | yes | unskilled resident |
| unknown | 24 | repaid | furniture | 2835 | 501 - 1000 DM | > 7 yrs | 3 | single male | none | 4 | building society savings | 53 | none | own | 1 | 1 | 1 | none | yes | skilled employee |
| 1 - 200 DM | 36 | repaid | car (used) | 6948 | < 100 DM | 1 - 4 yrs | 2 | single male | none | 2 | other | 35 | none | rent | 1 | 1 | 1 | yes | yes | mangement self-employed |
| unknown | 12 | repaid | radio/tv | 3059 | > 1000 DM | 4 - 7 yrs | 2 | divorced male | none | 4 | real estate | 61 | none | own | 1 | 1 | 1 | none | yes | unskilled resident |
| 1 - 200 DM | 30 | critical | car (new) | 5234 | < 100 DM | unemployed | 4 | married male | none | 2 | other | 28 | none | own | 2 | 2 | 1 | none | yes | mangement self-employed |
| 1 - 200 DM | 12 | repaid | car (new) | 1295 | < 100 DM | 0 - 1 yrs | 3 | female | none | 1 | other | 25 | none | rent | 1 | 2 | 1 | none | yes | skilled employee |
| < 0 DM | 48 | repaid | business | 4308 | < 100 DM | 0 - 1 yrs | 3 | female | none | 4 | building society savings | 24 | none | rent | 1 | 2 | 1 | none | yes | skilled employee |
| 1 - 200 DM | 12 | repaid | radio/tv | 1567 | < 100 DM | 1 - 4 yrs | 1 | female | none | 1 | other | 22 | none | own | 1 | 1 | 1 | yes | yes | skilled employee |
| < 0 DM | 24 | critical | car (new) | 1199 | < 100 DM | > 7 yrs | 4 | single male | none | 4 | other | 60 | none | own | 2 | 2 | 1 | none | yes | unskilled resident |
| < 0 DM | 15 | repaid | car (new) | 1403 | < 100 DM | 1 - 4 yrs | 2 | female | none | 4 | other | 28 | none | rent | 1 | 1 | 1 | none | yes | skilled employee |
| < 0 DM | 24 | repaid | radio/tv | 1282 | 101 - 500 DM | 1 - 4 yrs | 4 | female | none | 2 | other | 32 | none | own | 1 | 2 | 1 | none | yes | unskilled resident |
| unknown | 24 | critical | radio/tv | 2424 | unknown | > 7 yrs | 4 | single male | none | 4 | building society savings | 53 | none | own | 2 | 1 | 1 | none | yes | skilled employee |
| < 0 DM | 30 | fully repaid | business | 8072 | unknown | 0 - 1 yrs | 2 | single male | none | 3 | other | 25 | bank | own | 3 | 1 | 1 | none | yes | skilled employee |
| 1 - 200 DM | 24 | repaid | car (used) | 12579 | < 100 DM | > 7 yrs | 4 | female | none | 2 | unknown/none | 44 | none | for free | 1 | 2 | 1 | yes | yes | mangement self-employed |
| unknown | 24 | repaid | radio/tv | 3430 | 501 - 1000 DM | > 7 yrs | 3 | single male | none | 2 | other | 31 | none | own | 1 | 1 | 2 | yes | yes | skilled employee |