💡 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 DM6criticalradio/tv1169unknown> 7 yrs4single malenone4real estate67noneown211yesyesskilled employee
1 - 200 DM48repaidradio/tv5951< 100 DM1 - 4 yrs2femalenone2real estate22noneown121noneyesskilled employee
unknown12criticaleducation2096< 100 DM4 - 7 yrs2single malenone3real estate49noneown112noneyesunskilled resident
< 0 DM42repaidfurniture7882< 100 DM4 - 7 yrs2single maleguarantor4building society savings45nonefor free112noneyesskilled employee
< 0 DM24delayedcar (new)4870< 100 DM1 - 4 yrs3single malenone4unknown/none53nonefor free222noneyesskilled employee
unknown36repaideducation9055unknown1 - 4 yrs2single malenone4unknown/none35nonefor free112yesyesunskilled resident
unknown24repaidfurniture2835501 - 1000 DM> 7 yrs3single malenone4building society savings53noneown111noneyesskilled employee
1 - 200 DM36repaidcar (used)6948< 100 DM1 - 4 yrs2single malenone2other35nonerent111yesyesmangement self-employed
unknown12repaidradio/tv3059> 1000 DM4 - 7 yrs2divorced malenone4real estate61noneown111noneyesunskilled resident
1 - 200 DM30criticalcar (new)5234< 100 DMunemployed4married malenone2other28noneown221noneyesmangement self-employed
1 - 200 DM12repaidcar (new)1295< 100 DM0 - 1 yrs3femalenone1other25nonerent121noneyesskilled employee
< 0 DM48repaidbusiness4308< 100 DM0 - 1 yrs3femalenone4building society savings24nonerent121noneyesskilled employee
1 - 200 DM12repaidradio/tv1567< 100 DM1 - 4 yrs1femalenone1other22noneown111yesyesskilled employee
< 0 DM24criticalcar (new)1199< 100 DM> 7 yrs4single malenone4other60noneown221noneyesunskilled resident
< 0 DM15repaidcar (new)1403< 100 DM1 - 4 yrs2femalenone4other28nonerent111noneyesskilled employee
< 0 DM24repaidradio/tv1282101 - 500 DM1 - 4 yrs4femalenone2other32noneown121noneyesunskilled resident
unknown24criticalradio/tv2424unknown> 7 yrs4single malenone4building society savings53noneown211noneyesskilled employee
< 0 DM30fully repaidbusiness8072unknown0 - 1 yrs2single malenone3other25bankown311noneyesskilled employee
1 - 200 DM24repaidcar (used)12579< 100 DM> 7 yrs4femalenone2unknown/none44nonefor free121yesyesmangement self-employed
unknown24repaidradio/tv3430501 - 1000 DM> 7 yrs3single malenone2other31noneown112yesyesskilled employee
Source: https://github.com/stedy/Machine-Learning-with-R-datasets Last updated: 2026-04