ID,sex,personal_status,checking_account_status,credit_duration_months,credit_history,credit_purpose,credit_amount,savings,employed_since_years,installment_rate,other_debtors_guarantors,present_residence_since,property,age_years,other_installment_plans,housing,num_existing_credits,job_status,num_people_liable_for,telephone,foreign_worker,credit_risk,age_groups
564,male,married/widowed,... < 0 DM,24,existing credits paid back duly till now,retraining,4712,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,37,bank,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
484,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,others,1163,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,44,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
26,female,single,... >= 200 DM,6,delay in paying off in the past,furniture/equipment,426,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,39,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
443,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,repairs,719,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,41,bank,rent,1,unskilled - resident,3 or more,False,False,1,1
211,female/male,female (non-single) or male (single),... >= 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,3835,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,45,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
857,male,married/widowed,... >= 200 DM,15,all credits at this bank paid back duly,car (used),3343,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,real estate,28,none,own,1,skilled employee/official,0 to 2,True,False,0,1
434,male,married/widowed,no checking account,9,no credits taken/all credits paid back duly,car (used),2136,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,25,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
374,female/male,female (non-single) or male (single),... < 0 DM,60,critical account/other credits existing (not at this bank),business,14782,... < 100 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,60,bank,own,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
916,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,car (new),2848,... < 100 DM,1 <= ... < 4 years,>= 35,co-applicant,1 <= ... < 4 yrs,unknown/no property,32,none,rent,1,skilled employee/official,3 or more,False,False,0,1
51,male,married/widowed,... < 0 DM,27,existing credits paid back duly till now,car (new),5965,unknown/no savings account,.. >= 7 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
184,male,married/widowed,... < 0 DM,18,all credits at this bank paid back duly,others,884,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,36,bank,rent,1,skilled employee/official,3 or more,True,False,1,1
476,male,married/widowed,... >= 200 DM,39,no credits taken/all credits paid back duly,car (new),2569,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
524,female/male,female (non-single) or male (single),... < 0 DM,18,no credits taken/all credits paid back duly,furniture/equipment,1113,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,>= 7 yrs,unknown/no property,26,none,rent,1,unskilled - resident,3 or more,False,False,0,1
716,male,married/widowed,... >= 200 DM,30,all credits at this bank paid back duly,furniture/equipment,3077,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,40,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
927,male,married/widowed,no checking account,48,no credits taken/all credits paid back duly,car (new),10297,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,real estate,39,stores,own,4-5,skilled employee/official,3 or more,True,False,1,1
696,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1103,unknown/no savings account,4 <= ... < 7 years,< 20,guarantor,4 <= ... < 7 yrs,unknown/no property,29,none,rent,2-3,skilled employee/official,0 to 2,False,True,0,1
566,male,divorced/separated,no checking account,12,no credits taken/all credits paid back duly,others,1372,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,36,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
601,female/male,female (non-single) or male (single),... < 0 DM,9,no credits taken/all credits paid back duly,car (used),918,unknown/no savings account,1 <= ... < 4 years,< 20,none,< 1 yr,car or other,30,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
890,male,married/widowed,no checking account,27,all credits at this bank paid back duly,retraining,2442,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,43,stores,rent,>= 6,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
151,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,furniture/equipment,1924,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,car or other,38,none,rent,1,skilled employee/official,0 to 2,True,True,0,1
138,male,married/widowed,... < 0 DM,15,all credits at this bank paid back duly,furniture/equipment,2728,.. >= 1000 DM,4 <= ... < 7 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,35,bank,rent,4-5,skilled employee/official,0 to 2,True,False,0,1
832,male,married/widowed,no checking account,45,delay in paying off in the past,retraining,11816,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,29,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,1
688,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,furniture/equipment,2753,... < 100 DM,.. >= 7 years,20 <= ... < 25,co-applicant,>= 7 yrs,building society savings agreement/life insurance,35,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
725,female/male,female (non-single) or male (single),... >= 200 DM,6,all credits at this bank paid back duly,others,250,500 <= ... < 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,41,bank,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
301,female/male,female (non-single) or male (single),... < 0 DM,36,delay in paying off in the past,furniture/equipment,3804,unknown/no savings account,1 <= ... < 4 years,< 20,none,< 1 yr,building society savings agreement/life insurance,42,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
109,female,single,... < 0 DM,14,no credits taken/all credits paid back duly,retraining,1410,100 <= ... < 500 DM,.. >= 7 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,35,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
613,female/male,female (non-single) or male (single),no checking account,24,critical account/other credits existing (not at this bank),car (new),3632,unknown/no savings account,1 <= ... < 4 years,>= 35,guarantor,>= 7 yrs,building society savings agreement/life insurance,22,bank,for free,1,skilled employee/official,0 to 2,False,True,0,0
822,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (used),2712,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,41,bank,rent,1,skilled employee/official,3 or more,False,False,1,1
369,female/male,female (non-single) or male (single),... < 0 DM,18,no credits taken/all credits paid back duly,car (used),3001,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,40,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
623,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,car (used),1858,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,building society savings agreement/life insurance,22,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
504,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,others,1207,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,24,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
185,male,married/widowed,... >= 200 DM,15,all credits at this bank paid back duly,furniture/equipment,1360,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,31,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
248,male,married/widowed,0 <= ... < 200 DM,24,no credits taken/all credits paid back duly,car (used),1925,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
730,male,married/widowed,... < 0 DM,24,existing credits paid back duly till now,furniture/equipment,6403,unknown/no savings account,... < 1 year,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
88,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,others,2249,... < 100 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
421,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,car (new),2028,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
536,female/male,female (non-single) or male (single),no checking account,6,no credits taken/all credits paid back duly,others,1374,.. >= 1000 DM,unemployed,< 20,none,4 <= ... < 7 yrs,car or other,75,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
291,female,single,... < 0 DM,36,no credits taken/all credits paid back duly,car (new),9398,unknown/no savings account,... < 1 year,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
768,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,car (used),3617,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,for free,4-5,skilled employee/official,0 to 2,True,False,0,1
896,female/male,female (non-single) or male (single),no checking account,21,no credits taken/all credits paid back duly,furniture/equipment,2606,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,28,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
149,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,1582,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,46,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
673,female,single,... >= 200 DM,6,all credits at this bank paid back duly,others,2080,100 <= ... < 500 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
723,female/male,female (non-single) or male (single),... < 0 DM,9,no credits taken/all credits paid back duly,furniture/equipment,790,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,66,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
988,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (new),6579,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,real estate,29,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
89,male,married/widowed,no checking account,12,delay in paying off in the past,domestic appliances,1108,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
895,male,married/widowed,... >= 200 DM,36,existing credits paid back duly till now,car (new),8947,.. >= 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,stores,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
119,male,divorced/separated,... < 0 DM,12,all credits at this bank paid back duly,others,2366,100 <= ... < 500 DM,4 <= ... < 7 years,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,36,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
694,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,2284,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
288,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1092,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,>= 7 yrs,unknown/no property,49,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
523,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),3488,... < 100 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,23,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
837,female/male,female (non-single) or male (single),... >= 200 DM,4,no credits taken/all credits paid back duly,car (used),601,unknown/no savings account,... < 1 year,>= 35,none,4 <= ... < 7 yrs,unknown/no property,23,none,for free,1,unskilled - resident,3 or more,False,False,0,0
999,male,married/widowed,... < 0 DM,45,all credits at this bank paid back duly,car (new),4576,... < 100 DM,unemployed,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,27,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
440,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,others,1884,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,39,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
502,male,divorced/separated,0 <= ... < 200 DM,9,no credits taken/all credits paid back duly,furniture/equipment,1126,... < 100 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,49,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
264,male,married/widowed,... >= 200 DM,10,all credits at this bank paid back duly,others,1231,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,32,none,rent,2-3,unskilled - resident,3 or more,False,True,0,1
875,female/male,female (non-single) or male (single),... < 0 DM,11,all credits at this bank paid back duly,others,1322,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,40,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
60,female,single,... < 0 DM,9,no credits taken/all credits paid back duly,retraining,1391,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,unknown/no property,27,bank,rent,1,skilled employee/official,0 to 2,True,False,0,1
979,female,single,... < 0 DM,15,critical account/other credits existing (not at this bank),others,1264,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,25,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
561,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),furniture/equipment,1546,unknown/no savings account,4 <= ... < 7 years,< 20,guarantor,>= 7 yrs,building society savings agreement/life insurance,24,bank,for free,1,unskilled - resident,0 to 2,False,False,1,0
968,female,single,... >= 200 DM,42,no credits taken/all credits paid back duly,furniture/equipment,7166,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,29,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
765,female,single,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1155,unknown/no savings account,.. >= 7 years,20 <= ... < 25,guarantor,4 <= ... < 7 yrs,unknown/no property,40,bank,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
514,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,others,2255,.. >= 1000 DM,... < 1 year,< 20,none,< 1 yr,car or other,54,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
805,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,others,9271,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,True,False,1,0
714,male,married/widowed,... < 0 DM,60,no credits taken/all credits paid back duly,others,14027,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,real estate,27,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
845,male,married/widowed,... < 0 DM,21,no credits taken/all credits paid back duly,car (used),3976,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,35,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
791,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),6313,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,41,none,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
844,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,car (used),3422,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,car or other,47,bank,rent,4-5,skilled employee/official,3 or more,True,False,0,1
902,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,car (new),10477,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,42,none,own,2-3,skilled employee/official,0 to 2,False,False,0,1
161,female/male,female (non-single) or male (single),... >= 200 DM,18,all credits at this bank paid back duly,others,1055,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,car or other,30,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
251,female/male,female (non-single) or male (single),0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,car (used),2251,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,46,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
256,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,2684,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,35,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
538,male,married/widowed,no checking account,48,no credits taken/all credits paid back duly,others,7763,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,42,bank,own,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,1
543,male,married/widowed,0 <= ... < 200 DM,18,no credits taken/all credits paid back duly,car (used),2864,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,unknown/no property,34,none,rent,1,unskilled - resident,3 or more,False,False,1,1
11,female/male,female (non-single) or male (single),no checking account,48,no credits taken/all credits paid back duly,retraining,4308,unknown/no savings account,... < 1 year,20 <= ... < 25,none,>= 7 yrs,car or other,24,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
252,female/male,female (non-single) or male (single),... < 0 DM,30,no credits taken/all credits paid back duly,others,2150,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,1 <= ... < 4 yrs,real estate,24,bank,rent,1,skilled employee/official,0 to 2,False,False,1,0
45,female/male,female (non-single) or male (single),... >= 200 DM,11,all credits at this bank paid back duly,others,1393,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,building society savings agreement/life insurance,35,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
204,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,others,1495,unknown/no savings account,.. >= 7 years,< 20,none,< 1 yr,unknown/no property,38,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
295,female/male,female (non-single) or male (single),... < 0 DM,48,no credits taken/all credits paid back duly,car (used),9960,unknown/no savings account,... < 1 year,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
305,male,divorced/separated,... >= 200 DM,6,no credits taken/all credits paid back duly,car (used),1543,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,33,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
299,male,married/widowed,... < 0 DM,21,all credits at this bank paid back duly,car (used),2745,500 <= ... < 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,32,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
667,female/male,female (non-single) or male (single),... >= 200 DM,48,critical account/other credits existing (not at this bank),retraining,3609,unknown/no savings account,1 <= ... < 4 years,>= 35,none,< 1 yr,unknown/no property,27,stores,rent,1,skilled employee/official,0 to 2,False,False,0,1
847,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,others,1249,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
420,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,others,3186,500 <= ... < 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,20,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
406,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (new),2197,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,43,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
108,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,car (used),7721,.. >= 1000 DM,... < 1 year,>= 35,none,1 <= ... < 4 yrs,car or other,30,none,rent,1,skilled employee/official,0 to 2,True,True,0,1
426,male,married/widowed,... >= 200 DM,28,all credits at this bank paid back duly,furniture/equipment,2743,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,29,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
351,female/male,female (non-single) or male (single),... < 0 DM,9,no credits taken/all credits paid back duly,car (used),959,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,29,none,rent,1,skilled employee/official,0 to 2,False,True,1,1
32,male,married/widowed,... < 0 DM,18,no credits taken/all credits paid back duly,others,5866,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
893,male,married/widowed,... < 0 DM,36,all credits at this bank paid back duly,car (new),5800,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,34,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
908,female/male,female (non-single) or male (single),... >= 200 DM,15,existing credits paid back duly till now,car (new),3594,unknown/no savings account,... < 1 year,>= 35,none,1 <= ... < 4 yrs,car or other,46,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
732,female/male,female (non-single) or male (single),... < 0 DM,8,no credits taken/all credits paid back duly,furniture/equipment,760,unknown/no savings account,4 <= ... < 7 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,44,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
75,male,married/widowed,no checking account,12,all credits at this bank paid back duly,car (new),1526,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,66,none,own,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
736,female/male,female (non-single) or male (single),... < 0 DM,24,no credits taken/all credits paid back duly,car (new),11560,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,23,none,for free,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,0
959,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,car (used),3069,... < 100 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,30,none,own,1,skilled employee/official,0 to 2,False,False,0,1
669,male,married/widowed,0 <= ... < 200 DM,30,all credits at this bank paid back duly,furniture/equipment,3017,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,car or other,47,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
35,male,married/widowed,... < 0 DM,45,all credits at this bank paid back duly,furniture/equipment,4746,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,car or other,25,none,rent,2-3,unskilled - resident,0 to 2,False,False,1,1
882,male,married/widowed,... < 0 DM,30,all credits at this bank paid back duly,others,2181,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,36,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
202,male,married/widowed,... >= 200 DM,27,existing credits paid back duly till now,retraining,5117,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,26,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
38,male,married/widowed,0 <= ... < 200 DM,10,no credits taken/all credits paid back duly,radio/television,1225,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,37,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
661,female,single,no checking account,12,no credits taken/all credits paid back duly,others,900,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,23,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
709,male,married/widowed,... < 0 DM,9,no credits taken/all credits paid back duly,furniture/equipment,2118,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,37,none,rent,1,unskilled - resident,3 or more,False,False,0,1
929,male,married/widowed,no checking account,12,existing credits paid back duly till now,others,1344,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,43,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
422,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,others,958,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,unknown/no property,47,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
124,female/male,female (non-single) or male (single),... < 0 DM,18,no credits taken/all credits paid back duly,car (used),1924,.. >= 1000 DM,... < 1 year,< 20,none,4 <= ... < 7 yrs,unknown/no property,27,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
355,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,others,1246,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,23,stores,rent,1,unskilled - resident,0 to 2,False,False,1,0
565,female/male,female (non-single) or male (single),... < 0 DM,24,existing credits paid back duly till now,furniture/equipment,1553,... < 100 DM,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,23,none,for free,2-3,skilled employee/official,0 to 2,True,False,0,0
506,male,married/widowed,0 <= ... < 200 DM,15,all credits at this bank paid back duly,car (new),2360,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,36,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
954,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,others,1893,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,>= 7 yrs,car or other,29,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
377,male,married/widowed,... >= 200 DM,7,existing credits paid back duly till now,furniture/equipment,846,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,36,none,own,1,skilled employee/official,0 to 2,False,False,0,1
245,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,retraining,1258,unknown/no savings account,4 <= ... < 7 years,< 20,none,< 1 yr,unknown/no property,25,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
2,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,repairs,2096,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,unknown/no property,49,none,rent,1,unskilled - resident,3 or more,False,False,0,1
767,female/male,female (non-single) or male (single),... >= 200 DM,10,no credits taken/all credits paid back duly,car (new),2901,.. >= 1000 DM,... < 1 year,>= 35,none,>= 7 yrs,unknown/no property,31,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
692,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,furniture/equipment,2896,... < 100 DM,... < 1 year,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,29,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
33,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,retraining,1264,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,57,none,for free,1,unskilled - resident,0 to 2,False,False,0,1
27,female/male,female (non-single) or male (single),0 <= ... < 200 DM,12,critical account/other credits existing (not at this bank),furniture/equipment,409,500 <= ... < 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,4 <= ... < 7 yrs,unknown/no property,42,none,for free,2-3,skilled employee/official,0 to 2,False,False,0,1
695,male,married/widowed,... >= 200 DM,6,no credits taken/all credits paid back duly,car (new),1236,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,car or other,50,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
455,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),2679,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,real estate,29,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
123,male,married/widowed,0 <= ... < 200 DM,10,all credits at this bank paid back duly,others,781,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,63,none,own,2-3,skilled employee/official,0 to 2,True,False,0,1
95,male,married/widowed,... < 0 DM,54,delay in paying off in the past,retraining,15945,unknown/no savings account,... < 1 year,20 <= ... < 25,none,>= 7 yrs,real estate,58,none,for free,1,skilled employee/official,0 to 2,True,False,1,1
385,female/male,female (non-single) or male (single),... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,2238,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,25,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
430,male,married/widowed,... >= 200 DM,5,no credits taken/all credits paid back duly,retraining,3448,unknown/no savings account,4 <= ... < 7 years,>= 35,none,>= 7 yrs,unknown/no property,74,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
289,female,single,no checking account,24,existing credits paid back duly till now,furniture/equipment,1024,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,unknown/no property,48,stores,rent,1,skilled employee/official,0 to 2,False,False,1,1
12,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1567,unknown/no savings account,1 <= ... < 4 years,>= 35,none,< 1 yr,building society savings agreement/life insurance,22,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
110,male,divorced/separated,... < 0 DM,6,existing credits paid back duly till now,retraining,1449,... < 100 DM,.. >= 7 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,bank,rent,2-3,skilled employee/official,3 or more,False,False,0,1
763,male,married/widowed,... >= 200 DM,21,all credits at this bank paid back duly,others,12680,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,30,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
137,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,766,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,66,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
206,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,car (used),1935,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,43,none,rent,4-5,skilled employee/official,0 to 2,True,False,0,1
575,female/male,female (non-single) or male (single),... >= 200 DM,15,all credits at this bank paid back duly,car (used),2788,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,building society savings agreement/life insurance,24,bank,rent,2-3,skilled employee/official,0 to 2,False,False,0,0
659,male,married/widowed,... < 0 DM,18,all credits at this bank paid back duly,car (used),6361,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,< 1 yr,real estate,41,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
270,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,others,2662,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,32,none,rent,1,skilled employee/official,0 to 2,False,True,0,1
453,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),2670,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,35,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
105,male,married/widowed,... < 0 DM,24,all credits at this bank paid back duly,business,11938,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,building society savings agreement/life insurance,39,none,rent,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,1,1
93,male,married/widowed,0 <= ... < 200 DM,24,all credits at this bank paid back duly,car (used),3617,.. >= 1000 DM,.. >= 7 years,< 20,co-applicant,>= 7 yrs,real estate,20,none,for free,2-3,skilled employee/official,0 to 2,False,False,0,0
444,female/male,female (non-single) or male (single),... < 0 DM,48,all credits at this bank paid back duly,car (used),5096,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
388,male,married/widowed,... < 0 DM,15,all credits at this bank paid back duly,retraining,2326,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,27,bank,rent,1,skilled employee/official,0 to 2,False,False,0,1
350,female/male,female (non-single) or male (single),... >= 200 DM,9,no credits taken/all credits paid back duly,radio/television,1236,unknown/no savings account,... < 1 year,>= 35,none,>= 7 yrs,unknown/no property,23,none,for free,1,skilled employee/official,0 to 2,True,False,0,0
349,male,married/widowed,... < 0 DM,9,all credits at this bank paid back duly,repairs,1136,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,real estate,32,none,own,2-3,skilled employee/official,3 or more,False,False,1,1
646,male,divorced/separated,no checking account,30,delay in paying off in the past,car (used),4583,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,1 <= ... < 4 yrs,unknown/no property,32,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
604,female/male,female (non-single) or male (single),0 <= ... < 200 DM,10,no credits taken/all credits paid back duly,car (used),1275,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,car or other,23,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
353,male,married/widowed,no checking account,12,delay in paying off in the past,furniture/equipment,6199,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,28,none,for free,2-3,skilled employee/official,0 to 2,True,False,1,1
298,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,car (used),2515,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,43,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
450,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,car (new),11054,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
25,male,married/widowed,no checking account,6,no credits taken/all credits paid back duly,car (used),1374,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,36,bank,rent,1,unskilled - resident,0 to 2,True,False,0,1
779,female/male,female (non-single) or male (single),... < 0 DM,18,no credits taken/all credits paid back duly,domestic appliances,3872,unknown/no savings account,unemployed,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,67,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
867,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,car (used),3331,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,42,stores,rent,1,skilled employee/official,0 to 2,False,False,0,1
303,male,married/widowed,no checking account,10,all credits at this bank paid back duly,others,1038,unknown/no savings account,4 <= ... < 7 years,< 20,co-applicant,4 <= ... < 7 yrs,car or other,49,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
296,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,car (new),4675,.. >= 1000 DM,... < 1 year,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,20,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
170,male,married/widowed,no checking account,15,delay in paying off in the past,others,950,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,33,none,for free,2-3,skilled employee/official,3 or more,False,False,1,1
993,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (used),3959,unknown/no savings account,unemployed,< 20,none,4 <= ... < 7 yrs,car or other,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
637,male,married/widowed,... >= 200 DM,60,existing credits paid back duly till now,furniture/equipment,15653,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,21,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,0
222,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,707,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,30,bank,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
977,male,married/widowed,... < 0 DM,18,existing credits paid back duly till now,retraining,2427,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,car or other,42,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
930,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (used),1747,unknown/no savings account,... < 1 year,< 20,co-applicant,< 1 yr,car or other,24,none,rent,1,unskilled - resident,0 to 2,False,True,0,0
785,male,married/widowed,... < 0 DM,18,no credits taken/all credits paid back duly,retraining,1941,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,35,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
806,female,single,... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,590,unknown/no savings account,... < 1 year,20 <= ... < 25,none,4 <= ... < 7 yrs,unknown/no property,26,none,rent,1,unskilled - resident,0 to 2,False,True,0,1
412,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,retraining,2292,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,42,stores,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
16,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,2424,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,53,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
633,female/male,female (non-single) or male (single),... >= 200 DM,9,no credits taken/all credits paid back duly,car (used),1980,unknown/no savings account,... < 1 year,25 <= ... < 35,co-applicant,1 <= ... < 4 yrs,building society savings agreement/life insurance,19,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,0
827,male,married/widowed,... >= 200 DM,18,delay in paying off in the past,retraining,4165,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,36,stores,rent,2-3,skilled employee/official,3 or more,False,False,1,1
989,male,married/widowed,... < 0 DM,24,all credits at this bank paid back duly,furniture/equipment,1743,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,car or other,48,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
308,female/male,female (non-single) or male (single),... < 0 DM,8,no credits taken/all credits paid back duly,car (used),1237,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,24,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
879,male,married/widowed,... >= 200 DM,30,all credits at this bank paid back duly,furniture/equipment,6742,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,36,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
852,male,married/widowed,... >= 200 DM,15,all credits at this bank paid back duly,furniture/equipment,1471,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,35,none,own,2-3,skilled employee/official,0 to 2,True,False,0,1
799,male,married/widowed,... < 0 DM,9,no credits taken/all credits paid back duly,others,1549,.. >= 1000 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,35,none,rent,1,unemployed/unskilled - non-resident,0 to 2,False,False,0,1
29,male,married/widowed,no checking account,60,existing credits paid back duly till now,retraining,6836,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,63,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
592,female/male,female (non-single) or male (single),... >= 200 DM,21,no credits taken/all credits paid back duly,retraining,1572,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,36,bank,rent,1,unskilled - resident,0 to 2,False,False,0,1
56,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,6468,.. >= 1000 DM,unemployed,25 <= ... < 35,none,< 1 yr,real estate,52,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
871,male,married/widowed,0 <= ... < 200 DM,6,all credits at this bank paid back duly,others,1343,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,unknown/no property,46,none,rent,2-3,skilled employee/official,3 or more,False,True,0,1
801,female/male,female (non-single) or male (single),... < 0 DM,18,all credits at this bank paid back duly,furniture/equipment,1795,unknown/no savings account,.. >= 7 years,20 <= ... < 25,guarantor,>= 7 yrs,unknown/no property,48,bank,for free,2-3,unskilled - resident,0 to 2,True,False,0,1
974,female/male,female (non-single) or male (single),... >= 200 DM,30,all credits at this bank paid back duly,furniture/equipment,2831,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
727,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,1882,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,25,bank,for free,2-3,skilled employee/official,0 to 2,False,False,1,1
563,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,others,12389,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,>= 7 yrs,real estate,37,none,own,1,skilled employee/official,0 to 2,True,False,1,1
346,male,married/widowed,... < 0 DM,13,all credits at this bank paid back duly,furniture/equipment,882,unknown/no savings account,... < 1 year,< 20,guarantor,>= 7 yrs,unknown/no property,23,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,0
190,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,retraining,4591,500 <= ... < 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,54,none,rent,4-5,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
848,male,married/widowed,no checking account,9,no credits taken/all credits paid back duly,furniture/equipment,1364,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,59,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
530,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,repairs,2273,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,32,none,rent,2-3,skilled employee/official,3 or more,False,False,0,1
718,male,married/widowed,0 <= ... < 200 DM,24,all credits at this bank paid back duly,furniture/equipment,3148,.. >= 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
431,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,business,11328,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,building society savings agreement/life insurance,29,bank,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
701,male,married/widowed,no checking account,48,all credits at this bank paid back duly,car (new),6331,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,46,none,own,2-3,skilled employee/official,0 to 2,True,False,1,1
435,female,single,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1484,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,unknown/no property,25,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
685,male,married/widowed,... >= 200 DM,60,no credits taken/all credits paid back duly,others,6527,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,34,none,own,1,skilled employee/official,3 or more,True,False,0,1
19,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3430,100 <= ... < 500 DM,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,rent,1,skilled employee/official,3 or more,True,False,0,1
181,male,divorced/separated,... < 0 DM,36,existing credits paid back duly till now,retraining,4455,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,30,stores,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
782,male,married/widowed,... < 0 DM,12,delay in paying off in the past,vacation,1410,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,31,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
227,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (used),7865,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,53,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
697,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,others,926,unknown/no savings account,unemployed,>= 35,none,1 <= ... < 4 yrs,car or other,38,none,rent,1,unemployed/unskilled - non-resident,0 to 2,False,False,0,1
449,female,single,... < 0 DM,15,existing credits paid back duly till now,domestic appliances,1512,500 <= ... < 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,4 <= ... < 7 yrs,car or other,61,stores,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
853,male,married/widowed,no checking account,18,critical account/other credits existing (not at this bank),others,1442,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,real estate,32,none,own,2-3,unskilled - resident,3 or more,False,False,1,1
641,male,married/widowed,... < 0 DM,15,no credits taken/all credits paid back duly,domestic appliances,1308,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,38,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
117,female/male,female (non-single) or male (single),no checking account,10,all credits at this bank paid back duly,car (used),2132,.. >= 1000 DM,... < 1 year,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,unknown/no property,27,none,for free,2-3,skilled employee/official,0 to 2,False,True,0,1
58,female/male,female (non-single) or male (single),0 <= ... < 200 DM,18,no credits taken/all credits paid back duly,others,1961,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,23,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,0
348,male,married/widowed,... >= 200 DM,6,existing credits paid back duly till now,retraining,1743,... < 100 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,34,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
30,female,single,... < 0 DM,18,no credits taken/all credits paid back duly,retraining,1913,500 <= ... < 1000 DM,... < 1 year,20 <= ... < 25,none,4 <= ... < 7 yrs,unknown/no property,36,bank,rent,1,skilled employee/official,0 to 2,True,False,0,1
609,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,car (new),1300,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,45,bank,own,1,skilled employee/official,3 or more,False,False,0,1
224,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,car (new),4657,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
550,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,domestic appliances,996,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,unknown/no property,23,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,0
135,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,1240,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,38,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
499,male,divorced/separated,0 <= ... < 200 DM,6,all credits at this bank paid back duly,others,1323,... < 100 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
290,female,single,... >= 200 DM,12,no credits taken/all credits paid back duly,retraining,1076,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,True,True,0,1
152,male,married/widowed,0 <= ... < 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,5848,unknown/no savings account,1 <= ... < 4 years,< 20,none,< 1 yr,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
39,male,married/widowed,... < 0 DM,9,no credits taken/all credits paid back duly,furniture/equipment,458,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
97,male,married/widowed,... < 0 DM,18,no credits taken/all credits paid back duly,retraining,2622,... < 100 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,34,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
164,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,others,909,100 <= ... < 500 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,36,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
978,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,others,2538,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,47,none,rent,2-3,unskilled - resident,3 or more,False,False,1,1
340,female/male,female (non-single) or male (single),... < 0 DM,24,all credits at this bank paid back duly,repairs,5743,unknown/no savings account,... < 1 year,25 <= ... < 35,none,>= 7 yrs,real estate,24,none,own,2-3,skilled employee/official,0 to 2,True,False,0,0
802,female/male,female (non-single) or male (single),no checking account,20,all credits at this bank paid back duly,car (used),4272,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,car or other,24,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,0
773,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,2223,... < 100 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,52,bank,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
3,male,married/widowed,no checking account,42,no credits taken/all credits paid back duly,car (used),7882,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,guarantor,>= 7 yrs,car or other,45,none,own,1,skilled employee/official,3 or more,False,False,0,1
687,male,married/widowed,... < 0 DM,36,existing credits paid back duly till now,others,2862,... < 100 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,real estate,30,none,own,1,skilled employee/official,0 to 2,False,False,0,1
326,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,car (used),5801,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,49,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
878,male,married/widowed,no checking account,9,no credits taken/all credits paid back duly,others,1422,unknown/no savings account,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,real estate,27,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
711,female/male,female (non-single) or male (single),no checking account,6,critical account/other credits existing (not at this bank),repairs,1198,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,35,none,own,1,skilled employee/official,0 to 2,False,False,1,1
953,female/male,female (non-single) or male (single),... >= 200 DM,36,no credits taken/all credits paid back duly,car (used),10974,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
198,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,car (new),2760,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,36,bank,own,1,skilled employee/official,0 to 2,True,False,0,1
172,female/male,female (non-single) or male (single),... < 0 DM,24,existing credits paid back duly till now,car (used),2064,unknown/no savings account,unemployed,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,34,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
470,female,single,... < 0 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3092,... < 100 DM,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,22,none,for free,1,skilled employee/official,0 to 2,True,False,1,0
310,male,married/widowed,... < 0 DM,48,no credits taken/all credits paid back duly,business,5381,.. >= 1000 DM,unemployed,20 <= ... < 25,none,>= 7 yrs,real estate,40,bank,own,1,unemployed/unskilled - non-resident,0 to 2,True,False,0,1
382,female/male,female (non-single) or male (single),... >= 200 DM,22,no credits taken/all credits paid back duly,others,1283,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,car or other,25,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
54,male,married/widowed,... < 0 DM,36,existing credits paid back duly till now,others,2225,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,57,bank,own,2-3,skilled employee/official,0 to 2,True,False,1,1
133,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,car (used),1984,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,47,bank,own,2-3,skilled employee/official,0 to 2,False,False,0,1
495,female,single,no checking account,24,no credits taken/all credits paid back duly,car (used),2996,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,20,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
884,male,divorced/separated,... < 0 DM,24,no credits taken/all credits paid back duly,car (used),4057,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,43,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
276,female/male,female (non-single) or male (single),... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,2404,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
127,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,domestic appliances,639,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
815,female/male,female (non-single) or male (single),... < 0 DM,36,existing credits paid back duly till now,others,7432,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,54,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
171,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,car (used),763,unknown/no savings account,1 <= ... < 4 years,< 20,none,< 1 yr,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
404,male,married/widowed,... < 0 DM,18,existing credits paid back duly till now,others,2899,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,43,none,rent,1,skilled employee/official,3 or more,False,False,0,1
900,male,married/widowed,no checking account,16,all credits at this bank paid back duly,others,2625,unknown/no savings account,.. >= 7 years,25 <= ... < 35,guarantor,>= 7 yrs,car or other,43,bank,for free,1,skilled employee/official,0 to 2,True,False,1,1
689,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,others,3651,500 <= ... < 1000 DM,1 <= ... < 4 years,>= 35,none,4 <= ... < 7 yrs,car or other,31,none,rent,1,skilled employee/official,3 or more,False,False,0,1
162,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,radio/television,1262,100 <= ... < 500 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,36,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
396,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,car (used),2578,unknown/no savings account,unemployed,20 <= ... < 25,none,>= 7 yrs,real estate,55,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
834,female/male,female (non-single) or male (single),0 <= ... < 200 DM,15,no credits taken/all credits paid back duly,furniture/equipment,2327,unknown/no savings account,... < 1 year,25 <= ... < 35,none,4 <= ... < 7 yrs,unknown/no property,25,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
116,female/male,female (non-single) or male (single),no checking account,42,no credits taken/all credits paid back duly,furniture/equipment,7174,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
96,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,repairs,2012,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,61,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
914,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),retraining,3161,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,31,none,for free,1,skilled employee/official,0 to 2,True,False,1,1
774,male,married/widowed,0 <= ... < 200 DM,12,all credits at this bank paid back duly,others,1480,100 <= ... < 500 DM,unemployed,25 <= ... < 35,none,>= 7 yrs,real estate,66,bank,own,4-5,unemployed/unskilled - non-resident,0 to 2,False,False,0,1
425,female,single,... < 0 DM,18,no credits taken/all credits paid back duly,car (new),2779,unknown/no savings account,1 <= ... < 4 years,>= 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,21,none,for free,1,skilled employee/official,0 to 2,True,False,0,0
23,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,car (new),1804,... < 100 DM,... < 1 year,20 <= ... < 25,none,>= 7 yrs,car or other,44,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
76,male,married/widowed,no checking account,42,no credits taken/all credits paid back duly,furniture/equipment,3965,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,34,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
321,male,divorced/separated,no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,1938,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,car or other,32,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
102,female/male,female (non-single) or male (single),... >= 200 DM,6,existing credits paid back duly till now,furniture/equipment,932,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
880,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),7814,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,38,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
964,female,single,... < 0 DM,6,no credits taken/all credits paid back duly,domestic appliances,454,unknown/no savings account,... < 1 year,20 <= ... < 25,none,< 1 yr,car or other,22,none,rent,1,unskilled - resident,0 to 2,False,False,0,0
489,male,married/widowed,... >= 200 DM,6,no credits taken/all credits paid back duly,others,3518,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,4 <= ... < 7 yrs,car or other,26,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
638,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1493,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,34,none,rent,1,skilled employee/official,3 or more,False,False,0,1
606,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,retraining,4526,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,74,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
228,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,furniture/equipment,1478,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,22,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
992,female,single,no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,1936,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,23,none,for free,2-3,unskilled - resident,0 to 2,False,False,0,0
712,male,married/widowed,... >= 200 DM,21,no credits taken/all credits paid back duly,car (new),2476,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,46,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
614,female/male,female (non-single) or male (single),... >= 200 DM,18,existing credits paid back duly till now,car (used),1808,unknown/no savings account,4 <= ... < 7 years,< 20,none,< 1 yr,unknown/no property,22,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
520,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,domestic appliances,5507,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,44,none,own,2-3,skilled employee/official,0 to 2,False,False,0,1
236,male,married/widowed,... < 0 DM,6,no credits taken/all credits paid back duly,others,14555,.. >= 1000 DM,unemployed,>= 35,none,1 <= ... < 4 yrs,car or other,23,none,rent,1,unemployed/unskilled - non-resident,0 to 2,True,False,1,0
656,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,others,888,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,41,bank,rent,1,unskilled - resident,3 or more,False,False,1,1
73,female/male,female (non-single) or male (single),... < 0 DM,42,all credits at this bank paid back duly,retraining,5954,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,unknown/no property,41,bank,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
448,female/male,female (non-single) or male (single),0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,car (used),1424,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,55,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
318,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,repairs,701,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,32,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
332,female/male,female (non-single) or male (single),... < 0 DM,60,no credits taken/all credits paid back duly,others,7408,... < 100 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,car or other,24,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,0
183,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (used),3777,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,50,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
643,female,single,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,1851,unknown/no savings account,4 <= ... < 7 years,< 20,guarantor,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
948,female,single,... >= 200 DM,18,no credits taken/all credits paid back duly,car (used),1533,unknown/no savings account,... < 1 year,< 20,co-applicant,< 1 yr,car or other,43,none,rent,1,unskilled - resident,3 or more,False,False,1,1
485,male,married/widowed,... < 0 DM,6,existing credits paid back duly till now,others,1209,unknown/no savings account,unemployed,< 20,none,>= 7 yrs,car or other,47,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
630,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,3660,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
874,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (used),3590,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,co-applicant,1 <= ... < 4 yrs,car or other,29,none,rent,1,unskilled - resident,3 or more,False,False,0,1
671,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,retraining,5742,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
46,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,2299,100 <= ... < 500 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,39,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
772,male,married/widowed,... >= 200 DM,21,all credits at this bank paid back duly,car (new),3275,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,36,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
31,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (used),4020,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,stores,rent,1,skilled employee/official,0 to 2,False,False,0,1
22,male,married/widowed,no checking account,10,all credits at this bank paid back duly,others,2241,unknown/no savings account,... < 1 year,>= 35,none,4 <= ... < 7 yrs,unknown/no property,48,none,for free,2-3,unskilled - resident,3 or more,False,True,0,1
841,male,married/widowed,... >= 200 DM,21,existing credits paid back duly till now,car (new),2993,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,28,stores,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
803,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,976,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,35,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
811,female,single,... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,484,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,guarantor,4 <= ... < 7 yrs,unknown/no property,28,bank,rent,1,unskilled - resident,0 to 2,False,False,0,1
960,female,single,... >= 200 DM,6,all credits at this bank paid back duly,furniture/equipment,1740,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,30,none,for free,2-3,skilled employee/official,0 to 2,False,False,0,1
62,male,married/widowed,... < 0 DM,36,delay in paying off in the past,retraining,1953,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,61,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
259,female/male,female (non-single) or male (single),... >= 200 DM,11,all credits at this bank paid back duly,furniture/equipment,1154,... < 100 DM,unemployed,< 20,none,>= 7 yrs,unknown/no property,57,none,rent,4-5,unskilled - resident,0 to 2,False,False,0,1
254,male,married/widowed,... < 0 DM,9,no credits taken/all credits paid back duly,car (used),2030,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
445,female/male,female (non-single) or male (single),... >= 200 DM,9,all credits at this bank paid back duly,repairs,1244,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,41,none,for free,2-3,unskilled - resident,0 to 2,False,False,0,1
84,male,married/widowed,no checking account,10,no credits taken/all credits paid back duly,furniture/equipment,2315,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,52,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
255,male,married/widowed,... < 0 DM,60,existing credits paid back duly till now,furniture/equipment,7418,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,< 1 yr,unknown/no property,27,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
339,male,divorced/separated,... < 0 DM,10,no credits taken/all credits paid back duly,car (used),1521,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
424,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,car (used),2762,.. >= 1000 DM,.. >= 7 years,>= 35,none,1 <= ... < 4 yrs,car or other,25,bank,rent,1,skilled employee/official,0 to 2,True,False,1,1
225,male,married/widowed,... >= 200 DM,36,delay in paying off in the past,domestic appliances,2613,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
762,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,2214,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,car or other,24,none,rent,1,unskilled - resident,0 to 2,False,False,0,0
78,male,married/widowed,... >= 200 DM,54,delay in paying off in the past,car (new),9436,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,39,none,rent,1,unskilled - resident,3 or more,False,False,0,1
464,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,retraining,1950,unknown/no savings account,4 <= ... < 7 years,< 20,none,< 1 yr,building society savings agreement/life insurance,34,stores,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
324,female/male,female (non-single) or male (single),... >= 200 DM,18,all credits at this bank paid back duly,others,1028,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,36,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
140,female,single,0 <= ... < 200 DM,6,no credits taken/all credits paid back duly,others,709,500 <= ... < 1000 DM,... < 1 year,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,1,unemployed/unskilled - non-resident,0 to 2,False,True,0,1
345,female/male,female (non-single) or male (single),... >= 200 DM,15,all credits at this bank paid back duly,furniture/equipment,1459,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,43,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
5,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,repairs,9055,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,real estate,35,none,own,1,unskilled - resident,3 or more,True,False,0,1
271,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,car (used),1402,100 <= ... < 500 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,37,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
21,male,married/widowed,no checking account,6,no credits taken/all credits paid back duly,furniture/equipment,2647,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,unknown/no property,44,none,for free,1,skilled employee/official,3 or more,False,False,0,1
279,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1901,... < 100 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,29,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
577,female/male,female (non-single) or male (single),... >= 200 DM,24,all credits at this bank paid back duly,repairs,1927,.. >= 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
676,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (used),5150,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,33,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
98,male,married/widowed,... < 0 DM,36,all credits at this bank paid back duly,furniture/equipment,2337,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,36,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
158,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,others,3512,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,38,bank,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
640,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,repairs,750,unknown/no savings account,unemployed,< 20,none,< 1 yr,unknown/no property,27,none,rent,1,unemployed/unskilled - non-resident,0 to 2,False,False,1,1
856,female/male,female (non-single) or male (single),... >= 200 DM,10,no credits taken/all credits paid back duly,vacation,894,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,40,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
704,female/male,female (non-single) or male (single),... < 0 DM,27,no credits taken/all credits paid back duly,retraining,2528,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,car or other,32,none,rent,1,skilled employee/official,3 or more,True,False,0,1
201,female,single,no checking account,12,no credits taken/all credits paid back duly,others,1168,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,27,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
649,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,repairs,684,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,40,none,for free,1,unskilled - resident,3 or more,False,False,1,1
163,male,married/widowed,... < 0 DM,10,no credits taken/all credits paid back duly,others,7308,unknown/no savings account,unemployed,25 <= ... < 35,none,>= 7 yrs,real estate,70,bank,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
344,male,married/widowed,0 <= ... < 200 DM,10,no credits taken/all credits paid back duly,others,3949,unknown/no savings account,... < 1 year,>= 35,guarantor,< 1 yr,car or other,37,none,rent,1,unskilled - resident,3 or more,False,False,0,1
854,male,married/widowed,... >= 200 DM,36,existing credits paid back duly till now,others,10875,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,45,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
104,female,single,... >= 200 DM,12,no credits taken/all credits paid back duly,car (new),2445,.. >= 1000 DM,... < 1 year,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,26,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
323,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,car (used),2659,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
8,male,divorced/separated,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,3059,500 <= ... < 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,61,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
87,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,repairs,12612,... < 100 DM,1 <= ... < 4 years,>= 35,none,>= 7 yrs,real estate,47,none,own,1,skilled employee/official,3 or more,True,False,1,1
957,male,married/widowed,... < 0 DM,9,all credits at this bank paid back duly,furniture/equipment,1154,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,37,none,rent,4-5,unskilled - resident,0 to 2,False,False,0,1
746,female/male,female (non-single) or male (single),no checking account,15,no credits taken/all credits paid back duly,others,2511,unknown/no savings account,unemployed,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,23,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
670,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,retraining,4139,... < 100 DM,1 <= ... < 4 years,20 <= ... < 25,none,4 <= ... < 7 yrs,car or other,27,none,rent,2-3,unskilled - resident,0 to 2,True,False,0,1
213,male,married/widowed,0 <= ... < 200 DM,30,existing credits paid back duly till now,retraining,1908,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,66,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
525,male,married/widowed,... < 0 DM,26,no credits taken/all credits paid back duly,car (new),7966,unknown/no savings account,... < 1 year,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
674,male,married/widowed,... >= 200 DM,21,existing credits paid back duly till now,retraining,2580,100 <= ... < 500 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,41,bank,rent,1,unskilled - resident,3 or more,False,False,1,1
178,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1963,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,for free,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
722,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,others,1228,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,24,none,rent,1,unskilled - resident,0 to 2,False,False,1,0
713,male,married/widowed,no checking account,9,all credits at this bank paid back duly,furniture/equipment,1138,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,25,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
77,male,married/widowed,... < 0 DM,11,existing credits paid back duly till now,furniture/equipment,4771,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,51,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
154,male,married/widowed,... < 0 DM,24,existing credits paid back duly till now,retraining,6967,... < 100 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,36,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
242,male,married/widowed,no checking account,48,delay in paying off in the past,car (new),4605,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,24,none,own,2-3,skilled employee/official,3 or more,False,False,1,0
246,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,717,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,52,none,rent,4-5,skilled employee/official,0 to 2,False,False,0,1
494,male,married/widowed,no checking account,12,all credits at this bank paid back duly,others,2122,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,39,none,for free,2-3,unskilled - resident,3 or more,False,True,0,1
465,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (new),2924,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,guarantor,>= 7 yrs,real estate,63,bank,rent,1,skilled employee/official,3 or more,True,False,0,1
679,female/male,female (non-single) or male (single),... >= 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,1453,unknown/no savings account,... < 1 year,20 <= ... < 25,none,< 1 yr,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
821,female,single,0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,3016,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
535,male,divorced/separated,0 <= ... < 200 DM,21,all credits at this bank paid back duly,repairs,2319,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,33,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
501,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (new),5493,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,42,none,own,1,skilled employee/official,3 or more,False,False,0,1
416,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,others,2579,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,unknown/no property,33,none,rent,1,unskilled - resident,3 or more,False,False,1,1
534,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3105,.. >= 1000 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,25,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
855,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,others,1474,... < 100 DM,... < 1 year,< 20,none,4 <= ... < 7 yrs,unknown/no property,33,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
935,male,married/widowed,... < 0 DM,30,existing credits paid back duly till now,furniture/equipment,1919,... < 100 DM,... < 1 year,< 20,none,4 <= ... < 7 yrs,real estate,30,stores,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,1
423,male,married/widowed,... >= 200 DM,21,existing credits paid back duly till now,car (used),1591,... < 100 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,34,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
292,female/male,female (non-single) or male (single),no checking account,24,all credits at this bank paid back duly,car (new),6419,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,44,none,own,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
819,female,single,no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,1345,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,26,bank,rent,1,skilled employee/official,0 to 2,False,False,1,1
37,male,married/widowed,0 <= ... < 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,2100,unknown/no savings account,1 <= ... < 4 years,< 20,co-applicant,1 <= ... < 4 yrs,unknown/no property,37,stores,rent,1,skilled employee/official,0 to 2,False,False,1,1
787,male,married/widowed,... >= 200 DM,48,all credits at this bank paid back duly,car (new),2751,.. >= 1000 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,38,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
473,male,married/widowed,... >= 200 DM,6,no credits taken/all credits paid back duly,vacation,1238,.. >= 1000 DM,unemployed,< 20,none,>= 7 yrs,car or other,36,none,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
115,male,married/widowed,... >= 200 DM,48,all credits at this bank paid back duly,furniture/equipment,3578,.. >= 1000 DM,.. >= 7 years,< 20,none,< 1 yr,unknown/no property,47,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
576,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,2930,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,unknown/no property,27,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
333,female/male,female (non-single) or male (single),... >= 200 DM,48,all credits at this bank paid back duly,car (new),11590,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,24,bank,for free,2-3,unskilled - resident,0 to 2,False,False,1,0
191,male,married/widowed,... < 0 DM,48,delay in paying off in the past,retraining,3844,... < 100 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,real estate,34,none,own,1,unskilled - resident,3 or more,False,False,1,1
9,female,single,... < 0 DM,30,all credits at this bank paid back duly,others,5234,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,1
800,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,repairs,1597,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,54,none,own,2-3,skilled employee/official,3 or more,False,False,0,1
804,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,others,7472,.. >= 1000 DM,unemployed,>= 35,none,1 <= ... < 4 yrs,unknown/no property,24,none,for free,1,unemployed/unskilled - non-resident,0 to 2,False,False,0,0
748,male,married/widowed,... >= 200 DM,21,no credits taken/all credits paid back duly,car (new),5248,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
568,male,married/widowed,... < 0 DM,48,no credits taken/all credits paid back duly,furniture/equipment,3979,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,< 1 yr,building society savings agreement/life insurance,41,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
226,male,married/widowed,... < 0 DM,48,no credits taken/all credits paid back duly,furniture/equipment,10961,500 <= ... < 1000 DM,4 <= ... < 7 years,>= 35,co-applicant,1 <= ... < 4 yrs,real estate,27,bank,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
921,male,married/widowed,... >= 200 DM,48,existing credits paid back duly till now,furniture/equipment,12749,100 <= ... < 500 DM,4 <= ... < 7 years,< 20,none,< 1 yr,building society savings agreement/life insurance,37,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
413,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,others,1597,100 <= ... < 500 DM,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,real estate,40,none,for free,1,unskilled - resident,3 or more,False,True,0,1
608,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,2051,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,unknown/no property,33,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
203,female,single,no checking account,12,no credits taken/all credits paid back duly,vacation,902,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,car or other,21,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
560,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (new),2964,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,49,bank,own,1,skilled employee/official,3 or more,True,False,0,1
55,male,married/widowed,... >= 200 DM,6,critical account/other credits existing (not at this bank),others,783,.. >= 1000 DM,1 <= ... < 4 years,>= 35,guarantor,1 <= ... < 4 yrs,unknown/no property,26,stores,rent,1,unskilled - resident,3 or more,False,False,0,1
595,female/male,female (non-single) or male (single),... < 0 DM,6,critical account/other credits existing (not at this bank),others,931,... < 100 DM,... < 1 year,>= 35,none,< 1 yr,car or other,32,stores,rent,1,unskilled - resident,0 to 2,False,False,1,1
297,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,others,1287,.. >= 1000 DM,.. >= 7 years,< 20,co-applicant,1 <= ... < 4 yrs,car or other,45,none,rent,1,unskilled - resident,0 to 2,False,True,0,1
212,male,married/widowed,no checking account,27,delay in paying off in the past,retraining,5293,unknown/no savings account,unemployed,25 <= ... < 35,none,>= 7 yrs,car or other,50,stores,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
186,female/male,female (non-single) or male (single),... < 0 DM,9,critical account/other credits existing (not at this bank),car (new),5129,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,74,bank,own,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,1,1
209,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,car (new),1413,500 <= ... < 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,55,none,rent,1,skilled employee/official,0 to 2,False,True,0,1
235,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,1823,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,stores,rent,1,management/self-employed/highly qualified employee/officer,3 or more,False,False,1,1
320,female,single,... < 0 DM,30,all credits at this bank paid back duly,others,4249,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,False,False,1,1
903,female,single,... >= 200 DM,15,no credits taken/all credits paid back duly,furniture/equipment,1386,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,40,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
510,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,others,759,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
143,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,car (used),2462,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,22,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
907,female,single,... < 0 DM,36,no credits taken/all credits paid back duly,repairs,3711,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
552,female,single,no checking account,48,no credits taken/all credits paid back duly,furniture/equipment,6999,unknown/no savings account,4 <= ... < 7 years,>= 35,guarantor,< 1 yr,unknown/no property,34,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
169,male,divorced/separated,... < 0 DM,24,all credits at this bank paid back duly,retraining,1935,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,31,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
338,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (used),4169,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,car or other,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
150,male,married/widowed,... >= 200 DM,6,no credits taken/all credits paid back duly,furniture/equipment,1346,... < 100 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,42,bank,own,1,skilled employee/official,3 or more,True,False,0,1
549,male,married/widowed,... >= 200 DM,48,all credits at this bank paid back duly,car (new),8858,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,real estate,35,none,own,2-3,skilled employee/official,0 to 2,True,False,0,1
457,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (new),3386,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,35,none,own,1,skilled employee/official,0 to 2,True,False,1,1
488,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,others,1418,... < 100 DM,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,35,none,for free,1,unskilled - resident,0 to 2,False,True,0,1
293,male,married/widowed,0 <= ... < 200 DM,42,all credits at this bank paid back duly,car (new),4796,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,56,none,own,1,skilled employee/official,0 to 2,False,False,0,1
387,male,married/widowed,... < 0 DM,18,all credits at this bank paid back duly,car (used),7374,unknown/no savings account,unemployed,< 20,none,>= 7 yrs,car or other,40,stores,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
635,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,repairs,1393,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,car or other,47,bank,rent,4-5,skilled employee/official,3 or more,True,False,0,1
540,female,single,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1534,unknown/no savings account,... < 1 year,>= 35,none,< 1 yr,unknown/no property,23,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
585,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,car (used),2039,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,unknown/no property,20,bank,for free,1,skilled employee/official,0 to 2,False,False,1,0
81,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,furniture/equipment,1213,100 <= ... < 500 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,car or other,47,stores,rent,1,skilled employee/official,0 to 2,True,False,0,1
234,male,married/widowed,... >= 200 DM,4,all credits at this bank paid back duly,furniture/equipment,1544,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,unknown/no property,42,none,rent,4-5,unskilled - resident,3 or more,False,False,0,1
114,female,single,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,1680,100 <= ... < 500 DM,.. >= 7 years,20 <= ... < 25,none,< 1 yr,unknown/no property,35,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
790,female/male,female (non-single) or male (single),... < 0 DM,21,no credits taken/all credits paid back duly,retraining,1188,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,39,none,rent,1,skilled employee/official,3 or more,False,False,1,1
597,male,married/widowed,... < 0 DM,24,delay in paying off in the past,retraining,4241,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,unknown/no property,36,none,rent,4-5,unskilled - resident,0 to 2,True,False,1,1
316,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (used),708,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,4 <= ... < 7 yrs,car or other,38,none,rent,1,unskilled - resident,3 or more,False,False,0,1
518,male,married/widowed,no checking account,6,no credits taken/all credits paid back duly,others,1203,... < 100 DM,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,43,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
370,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,others,3079,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,36,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
159,male,married/widowed,... >= 200 DM,6,all credits at this bank paid back duly,furniture/equipment,1898,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,34,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
389,female/male,female (non-single) or male (single),... >= 200 DM,9,no credits taken/all credits paid back duly,retraining,1449,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
868,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,retraining,7409,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,37,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
197,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,car (used),951,... < 100 DM,... < 1 year,< 20,none,>= 7 yrs,building society savings agreement/life insurance,27,bank,for free,>= 6,skilled employee/official,0 to 2,False,False,1,1
644,female,single,no checking account,18,all credits at this bank paid back duly,furniture/equipment,1880,unknown/no savings account,4 <= ... < 7 years,< 20,none,< 1 yr,car or other,32,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
887,male,married/widowed,... < 0 DM,48,no credits taken/all credits paid back duly,retraining,15672,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,23,none,rent,1,skilled employee/official,0 to 2,True,False,1,0
949,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3621,... < 100 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,31,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
379,female/male,female (non-single) or male (single),... >= 200 DM,6,all credits at this bank paid back duly,others,362,... < 100 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,52,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
690,male,divorced/separated,no checking account,15,all credits at this bank paid back duly,car (used),975,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,25,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
634,female/male,female (non-single) or male (single),... < 0 DM,24,no credits taken/all credits paid back duly,others,1355,unknown/no savings account,... < 1 year,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,25,none,rent,1,unskilled - resident,0 to 2,True,False,1,1
733,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),2603,500 <= ... < 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
145,male,married/widowed,... < 0 DM,48,critical account/other credits existing (not at this bank),retraining,3566,... < 100 DM,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
826,female/male,female (non-single) or male (single),no checking account,18,all credits at this bank paid back duly,others,3966,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,unknown/no property,33,bank,for free,4-5,skilled employee/official,0 to 2,True,False,1,1
636,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1376,100 <= ... < 500 DM,4 <= ... < 7 years,< 20,none,< 1 yr,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
173,male,married/widowed,... < 0 DM,8,no credits taken/all credits paid back duly,furniture/equipment,1414,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,33,none,rent,1,skilled employee/official,0 to 2,False,True,0,1
700,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,car (used),1123,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,29,none,for free,1,unskilled - resident,0 to 2,False,False,1,1
508,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1413,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
243,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,retraining,1185,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
556,female/male,female (non-single) or male (single),... < 0 DM,18,delay in paying off in the past,others,2278,... < 100 DM,... < 1 year,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
0,male,married/widowed,no checking account,6,all credits at this bank paid back duly,furniture/equipment,1169,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,67,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
188,female,single,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,674,... < 100 DM,4 <= ... < 7 years,< 20,none,< 1 yr,car or other,20,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
85,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,retraining,1412,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,29,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
427,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,1149,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,46,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
586,male,married/widowed,no checking account,9,all credits at this bank paid back duly,others,2799,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,36,none,for free,2-3,skilled employee/official,3 or more,False,False,0,1
269,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,999,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,25,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
906,male,married/widowed,no checking account,21,no credits taken/all credits paid back duly,others,3763,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,co-applicant,1 <= ... < 4 yrs,unknown/no property,24,none,rent,1,unskilled - resident,0 to 2,False,True,0,0
533,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1311,... < 100 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,26,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
398,male,divorced/separated,... < 0 DM,12,no credits taken/all credits paid back duly,others,1223,unknown/no savings account,.. >= 7 years,>= 35,none,< 1 yr,unknown/no property,46,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,1
620,male,married/widowed,... < 0 DM,21,all credits at this bank paid back duly,retraining,3652,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
985,female/male,female (non-single) or male (single),no checking account,15,all credits at this bank paid back duly,car (used),1433,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,car or other,25,none,for free,2-3,skilled employee/official,0 to 2,False,False,0,1
482,female/male,female (non-single) or male (single),no checking account,30,no credits taken/all credits paid back duly,car (used),3622,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,57,none,for free,2-3,skilled employee/official,0 to 2,True,False,0,1
971,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,others,7393,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,car or other,43,none,rent,1,unskilled - resident,3 or more,False,False,0,1
745,male,married/widowed,no checking account,13,all credits at this bank paid back duly,retraining,1797,unknown/no savings account,... < 1 year,20 <= ... < 25,none,< 1 yr,car or other,28,bank,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
559,male,married/widowed,... < 0 DM,18,all credits at this bank paid back duly,car (used),1928,unknown/no savings account,... < 1 year,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,31,none,rent,2-3,unskilled - resident,0 to 2,False,False,1,1
313,female,single,... < 0 DM,12,no credits taken/all credits paid back duly,others,685,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,25,bank,rent,1,unskilled - resident,0 to 2,False,False,1,1
571,male,married/widowed,... >= 200 DM,30,all credits at this bank paid back duly,furniture/equipment,5954,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,co-applicant,1 <= ... < 4 yrs,building society savings agreement/life insurance,38,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
792,female,single,... >= 200 DM,6,all credits at this bank paid back duly,car (used),1221,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
961,male,divorced/separated,... < 0 DM,21,existing credits paid back duly till now,others,2353,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,car or other,47,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
281,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,car (used),1574,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,50,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
739,female/male,female (non-single) or male (single),... < 0 DM,30,delay in paying off in the past,retraining,4280,... < 100 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,26,none,for free,2-3,unskilled - resident,0 to 2,False,False,1,1
859,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,others,3577,... < 100 DM,1 <= ... < 4 years,>= 35,guarantor,1 <= ... < 4 yrs,unknown/no property,26,none,for free,1,skilled employee/official,3 or more,False,True,0,1
919,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (used),3345,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,car or other,39,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
50,male,married/widowed,... < 0 DM,24,existing credits paid back duly till now,car (used),2333,.. >= 1000 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,car or other,29,bank,rent,1,unskilled - resident,0 to 2,False,False,0,1
452,male,married/widowed,... >= 200 DM,12,delay in paying off in the past,car (used),2759,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,34,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
193,female,single,... >= 200 DM,6,no credits taken/all credits paid back duly,furniture/equipment,2108,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,29,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
521,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,3190,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,24,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
778,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,car (new),5711,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,38,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
660,female,single,0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1297,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,23,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
134,female/male,female (non-single) or male (single),... >= 200 DM,60,no credits taken/all credits paid back duly,furniture/equipment,10144,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,21,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
905,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,1107,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,20,none,for free,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,0
491,female/male,female (non-single) or male (single),... < 0 DM,27,delay in paying off in the past,retraining,8318,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,42,none,own,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
526,female/male,female (non-single) or male (single),... >= 200 DM,15,all credits at this bank paid back duly,repairs,1532,... < 100 DM,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,31,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
836,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,886,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,21,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
590,female/male,female (non-single) or male (single),no checking account,12,all credits at this bank paid back duly,furniture/equipment,385,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,58,none,rent,>= 6,unskilled - resident,0 to 2,True,False,0,1
735,female/male,female (non-single) or male (single),... < 0 DM,36,critical account/other credits existing (not at this bank),radio/television,3990,.. >= 1000 DM,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,real estate,29,bank,rent,1,unemployed/unskilled - non-resident,0 to 2,False,False,0,1
828,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (new),8335,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,47,none,own,1,skilled employee/official,0 to 2,False,False,1,1
975,female/male,female (non-single) or male (single),0 <= ... < 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1258,100 <= ... < 500 DM,1 <= ... < 4 years,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,57,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
703,male,married/widowed,... < 0 DM,30,existing credits paid back duly till now,retraining,2503,... < 100 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,car or other,41,stores,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
675,female/male,female (non-single) or male (single),... >= 200 DM,30,all credits at this bank paid back duly,furniture/equipment,4530,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,26,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
898,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,car (used),2186,.. >= 1000 DM,4 <= ... < 7 years,>= 35,none,>= 7 yrs,unknown/no property,33,bank,for free,1,unskilled - resident,0 to 2,False,False,0,1
409,female,single,0 <= ... < 200 DM,12,all credits at this bank paid back duly,others,939,100 <= ... < 500 DM,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,28,none,rent,4-5,skilled employee/official,0 to 2,True,False,1,1
64,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3181,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,26,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
699,male,married/widowed,0 <= ... < 200 DM,15,no credits taken/all credits paid back duly,repairs,1905,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,40,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
472,male,married/widowed,no checking account,9,no credits taken/all credits paid back duly,others,654,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,28,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
129,female/male,female (non-single) or male (single),no checking account,12,all credits at this bank paid back duly,others,3499,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,co-applicant,1 <= ... < 4 yrs,unknown/no property,29,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
272,male,married/widowed,... < 0 DM,48,critical account/other credits existing (not at this bank),others,12169,.. >= 1000 DM,unemployed,< 20,co-applicant,>= 7 yrs,real estate,36,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
6,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (used),2835,100 <= ... < 500 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,car or other,53,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
683,female,single,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,5103,unknown/no savings account,... < 1 year,20 <= ... < 25,none,4 <= ... < 7 yrs,real estate,47,none,own,4-5,skilled employee/official,0 to 2,True,False,0,1
329,male,married/widowed,... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,1068,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,3 or more,False,False,0,1
869,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,car (used),652,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,car or other,24,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
300,female/male,female (non-single) or male (single),... >= 200 DM,6,no credits taken/all credits paid back duly,others,672,unknown/no savings account,unemployed,>= 35,none,>= 7 yrs,unknown/no property,54,none,rent,1,unemployed/unskilled - non-resident,0 to 2,True,False,0,1
668,male,married/widowed,no checking account,12,all credits at this bank paid back duly,others,4843,unknown/no savings account,.. >= 7 years,20 <= ... < 25,co-applicant,>= 7 yrs,car or other,43,none,for free,2-3,skilled employee/official,0 to 2,True,False,1,1
579,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,vacation,937,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,27,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
666,male,married/widowed,... < 0 DM,30,critical account/other credits existing (not at this bank),car (used),3496,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,34,stores,rent,1,skilled employee/official,3 or more,True,False,0,1
581,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,others,3124,unknown/no savings account,... < 1 year,>= 35,none,4 <= ... < 7 yrs,unknown/no property,49,bank,rent,2-3,unskilled - resident,3 or more,False,False,0,1
446,female/male,female (non-single) or male (single),no checking account,36,no credits taken/all credits paid back duly,others,1842,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,building society savings agreement/life insurance,34,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
759,male,married/widowed,no checking account,12,all credits at this bank paid back duly,others,691,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,car or other,35,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
373,male,married/widowed,... >= 200 DM,60,all credits at this bank paid back duly,others,13756,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,63,bank,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
823,male,married/widowed,no checking account,8,all credits at this bank paid back duly,others,731,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,47,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
793,male,divorced/separated,0 <= ... < 200 DM,24,no credits taken/all credits paid back duly,car (used),2892,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,51,none,own,1,skilled employee/official,0 to 2,False,False,0,1
260,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (used),1657,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
442,male,married/widowed,... < 0 DM,20,existing credits paid back duly till now,business,2629,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,29,bank,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
478,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,retraining,1037,... < 100 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,39,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
583,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,domestic appliances,2384,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,real estate,33,none,for free,1,unskilled - resident,0 to 2,False,False,1,1
237,male,divorced/separated,... < 0 DM,21,no credits taken/all credits paid back duly,retraining,2767,... < 100 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,61,bank,for free,2-3,unskilled - resident,0 to 2,False,False,1,1
652,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,others,2303,unknown/no savings account,.. >= 7 years,< 20,co-applicant,< 1 yr,unknown/no property,45,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
91,male,married/widowed,no checking account,12,all credits at this bank paid back duly,car (new),1409,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,54,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
764,female,single,... >= 200 DM,24,all credits at this bank paid back duly,others,2463,... < 100 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
587,male,married/widowed,no checking account,12,no credits taken/all credits paid back duly,car (used),1289,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,< 1 yr,car or other,21,none,rent,1,unskilled - resident,0 to 2,False,False,0,0
498,female,single,... < 0 DM,18,no credits taken/all credits paid back duly,furniture/equipment,1301,unknown/no savings account,.. >= 7 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,32,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
600,female/male,female (non-single) or male (single),... < 0 DM,7,no credits taken/all credits paid back duly,furniture/equipment,2329,unknown/no savings account,... < 1 year,>= 35,guarantor,< 1 yr,unknown/no property,45,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
90,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,618,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,56,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
545,male,married/widowed,no checking account,24,existing credits paid back duly till now,others,1333,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,unknown/no property,43,none,own,2-3,skilled employee/official,3 or more,False,False,1,1
755,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,others,1285,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,real estate,32,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
920,female/male,female (non-single) or male (single),... >= 200 DM,18,all credits at this bank paid back duly,car (used),1817,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,real estate,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
24,female,single,... >= 200 DM,10,all credits at this bank paid back duly,car (used),2069,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,26,none,rent,2-3,skilled employee/official,0 to 2,False,True,0,1
63,male,married/widowed,... < 0 DM,48,delay in paying off in the past,retraining,14421,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,25,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
200,male,married/widowed,... >= 200 DM,9,all credits at this bank paid back duly,repairs,936,100 <= ... < 500 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,52,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
944,female/male,female (non-single) or male (single),no checking account,15,no credits taken/all credits paid back duly,car (used),1845,unknown/no savings account,... < 1 year,< 20,guarantor,< 1 yr,car or other,46,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
771,female/male,female (non-single) or male (single),no checking account,36,all credits at this bank paid back duly,repairs,8065,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,real estate,25,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
361,male,married/widowed,0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,3399,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,37,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
392,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,others,3249,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,39,bank,own,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
532,female,single,... >= 200 DM,12,existing credits paid back duly till now,car (new),1503,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,41,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
818,male,divorced/separated,no checking account,36,no credits taken/all credits paid back duly,business,15857,unknown/no savings account,unemployed,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,building society savings agreement/life insurance,43,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
471,female/male,female (non-single) or male (single),no checking account,6,no credits taken/all credits paid back duly,repairs,448,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,23,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
862,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,2439,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,unknown/no property,35,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
639,male,married/widowed,no checking account,42,existing credits paid back duly till now,furniture/equipment,4370,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,26,bank,rent,2-3,skilled employee/official,3 or more,True,False,1,1
938,male,married/widowed,... < 0 DM,60,no credits taken/all credits paid back duly,repairs,6288,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,42,none,own,1,skilled employee/official,0 to 2,False,False,1,1
816,male,divorced/separated,... >= 200 DM,6,no credits taken/all credits paid back duly,radio/television,1338,100 <= ... < 500 DM,1 <= ... < 4 years,>= 35,none,>= 7 yrs,unknown/no property,62,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
441,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,car (used),1620,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,car or other,30,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
391,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,car (used),983,500 <= ... < 1000 DM,... < 1 year,>= 35,none,>= 7 yrs,unknown/no property,19,none,for free,1,unskilled - resident,0 to 2,False,False,0,0
721,female/male,female (non-single) or male (single),... < 0 DM,6,critical account/other credits existing (not at this bank),repairs,433,500 <= ... < 1000 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,car or other,24,bank,for free,1,skilled employee/official,3 or more,False,False,1,0
483,female/male,female (non-single) or male (single),... >= 200 DM,15,existing credits paid back duly till now,car (used),960,500 <= ... < 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,30,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
481,male,married/widowed,... < 0 DM,24,no credits taken/all credits paid back duly,others,1201,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,car or other,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
966,male,married/widowed,... < 0 DM,27,all credits at this bank paid back duly,furniture/equipment,2520,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,23,none,rent,2-3,unskilled - resident,0 to 2,False,False,1,0
249,female/male,female (non-single) or male (single),... >= 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,433,unknown/no savings account,unemployed,20 <= ... < 25,co-applicant,>= 7 yrs,unknown/no property,22,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
589,male,married/widowed,no checking account,12,all credits at this bank paid back duly,car (used),2246,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,4 <= ... < 7 yrs,car or other,60,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
153,female/male,female (non-single) or male (single),... < 0 DM,24,all credits at this bank paid back duly,car (new),7758,500 <= ... < 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,29,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
319,female/male,female (non-single) or male (single),no checking account,15,existing credits paid back duly till now,car (used),3643,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,car or other,27,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
918,male,divorced/separated,no checking account,24,no credits taken/all credits paid back duly,car (used),2359,... < 100 DM,unemployed,>= 35,none,< 1 yr,car or other,33,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
130,female/male,female (non-single) or male (single),... < 0 DM,48,no credits taken/all credits paid back duly,others,8487,.. >= 1000 DM,4 <= ... < 7 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
998,male,married/widowed,no checking account,45,no credits taken/all credits paid back duly,furniture/equipment,1845,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,23,none,own,1,skilled employee/official,0 to 2,True,False,1,0
794,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (used),3062,100 <= ... < 500 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,real estate,32,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
207,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,radio/television,1424,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
795,female/male,female (non-single) or male (single),... >= 200 DM,9,no credits taken/all credits paid back duly,car (used),2301,... < 100 DM,... < 1 year,25 <= ... < 35,none,>= 7 yrs,car or other,22,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
285,female/male,female (non-single) or male (single),no checking account,47,no credits taken/all credits paid back duly,others,10722,unknown/no savings account,... < 1 year,>= 35,none,< 1 yr,unknown/no property,35,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
335,male,divorced/separated,no checking account,6,all credits at this bank paid back duly,car (used),3384,unknown/no savings account,1 <= ... < 4 years,>= 35,none,>= 7 yrs,unknown/no property,44,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
363,female,single,... >= 200 DM,6,no credits taken/all credits paid back duly,car (used),1766,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,car or other,21,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
567,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,2578,500 <= ... < 1000 DM,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,34,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
602,female/male,female (non-single) or male (single),... < 0 DM,24,critical account/other credits existing (not at this bank),repairs,1837,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,real estate,34,bank,own,1,unskilled - resident,0 to 2,False,False,1,1
947,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,others,2859,.. >= 1000 DM,unemployed,< 20,none,>= 7 yrs,real estate,38,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
829,male,married/widowed,... < 0 DM,48,existing credits paid back duly till now,retraining,6681,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,38,none,own,1,skilled employee/official,3 or more,True,False,0,1
970,male,married/widowed,... < 0 DM,15,no credits taken/all credits paid back duly,domestic appliances,1514,... < 100 DM,1 <= ... < 4 years,< 20,guarantor,1 <= ... < 4 yrs,unknown/no property,22,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
68,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,repairs,1819,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,37,stores,own,1,skilled employee/official,0 to 2,True,False,1,1
780,male,married/widowed,... < 0 DM,39,all credits at this bank paid back duly,furniture/equipment,4933,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,guarantor,1 <= ... < 4 yrs,unknown/no property,25,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
286,male,married/widowed,no checking account,48,no credits taken/all credits paid back duly,car (new),4788,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,26,none,rent,1,skilled employee/official,3 or more,False,False,0,1
490,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,1934,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,real estate,26,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
781,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,others,1940,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,60,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
881,male,divorced/separated,... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),9277,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,real estate,48,none,own,1,skilled employee/official,0 to 2,True,False,0,1
544,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,others,1255,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,61,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
777,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,3509,unknown/no savings account,4 <= ... < 7 years,< 20,guarantor,< 1 yr,unknown/no property,25,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
231,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,others,2507,100 <= ... < 500 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,51,none,own,1,unskilled - resident,0 to 2,False,False,0,1
719,female,single,... < 0 DM,20,delay in paying off in the past,car (new),6148,... < 100 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,31,bank,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
851,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (new),4042,.. >= 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,car or other,43,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
776,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,others,3535,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,37,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
981,male,married/widowed,... >= 200 DM,48,no credits taken/all credits paid back duly,retraining,4844,unknown/no savings account,unemployed,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,bank,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
877,male,married/widowed,... >= 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,3595,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
889,male,married/widowed,... >= 200 DM,28,critical account/other credits existing (not at this bank),car (new),7824,.. >= 1000 DM,... < 1 year,20 <= ... < 25,guarantor,>= 7 yrs,unknown/no property,40,bank,for free,2-3,skilled employee/official,3 or more,True,False,0,1
17,male,married/widowed,no checking account,30,delay in paying off in the past,retraining,8072,.. >= 1000 DM,... < 1 year,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,25,bank,rent,4-5,skilled employee/official,0 to 2,False,False,0,1
258,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,car (new),3812,... < 100 DM,... < 1 year,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,23,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
405,female,single,... < 0 DM,24,no credits taken/all credits paid back duly,furniture/equipment,2039,unknown/no savings account,... < 1 year,>= 35,none,< 1 yr,car or other,22,none,rent,1,skilled employee/official,0 to 2,True,False,1,0
128,male,married/widowed,... < 0 DM,12,all credits at this bank paid back duly,car (new),1860,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,34,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
681,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,2279,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,37,none,own,1,skilled employee/official,0 to 2,True,False,0,1
359,female/male,female (non-single) or male (single),no checking account,30,no credits taken/all credits paid back duly,car (used),2406,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,unknown/no property,23,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
477,male,married/widowed,0 <= ... < 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,5152,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,25,bank,rent,1,skilled employee/official,0 to 2,False,False,0,1
758,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,others,1393,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,1 <= ... < 4 yrs,unknown/no property,31,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
972,female/male,female (non-single) or male (single),no checking account,24,critical account/other credits existing (not at this bank),others,1193,unknown/no savings account,unemployed,>= 35,co-applicant,>= 7 yrs,real estate,29,none,for free,2-3,unemployed/unskilled - non-resident,0 to 2,False,False,1,1
873,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,radio/television,874,.. >= 1000 DM,... < 1 year,< 20,none,< 1 yr,unknown/no property,24,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
784,male,divorced/separated,... < 0 DM,20,no credits taken/all credits paid back duly,car (new),6468,.. >= 1000 DM,unemployed,>= 35,none,>= 7 yrs,unknown/no property,60,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
381,female/male,female (non-single) or male (single),... < 0 DM,18,no credits taken/all credits paid back duly,car (new),12976,unknown/no savings account,unemployed,20 <= ... < 25,none,>= 7 yrs,real estate,38,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
876,male,married/widowed,no checking account,18,critical account/other credits existing (not at this bank),furniture/equipment,1940,unknown/no savings account,... < 1 year,20 <= ... < 25,co-applicant,>= 7 yrs,real estate,36,bank,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
582,female/male,female (non-single) or male (single),... >= 200 DM,9,no credits taken/all credits paid back duly,car (used),1388,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,26,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
418,female/male,female (non-single) or male (single),... >= 200 DM,21,no credits taken/all credits paid back duly,others,2782,100 <= ... < 500 DM,4 <= ... < 7 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
824,male,divorced/separated,... >= 200 DM,18,all credits at this bank paid back duly,car (used),3780,unknown/no savings account,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,35,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
850,female,single,no checking account,20,all credits at this bank paid back duly,others,2235,unknown/no savings account,1 <= ... < 4 years,< 20,guarantor,1 <= ... < 4 yrs,car or other,33,bank,for free,2-3,skilled employee/official,0 to 2,False,True,1,1
621,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,others,1530,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,32,bank,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
100,female,single,... >= 200 DM,24,no credits taken/all credits paid back duly,others,1469,... < 100 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,41,none,for free,1,unskilled - resident,0 to 2,False,False,0,1
223,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,retraining,2978,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,32,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
417,female/male,female (non-single) or male (single),no checking account,18,existing credits paid back duly till now,repairs,8471,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,23,none,for free,2-3,skilled employee/official,0 to 2,True,False,0,0
605,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),car (used),2828,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,22,stores,rent,1,skilled employee/official,0 to 2,True,False,0,0
10,female/male,female (non-single) or male (single),... < 0 DM,12,no credits taken/all credits paid back duly,others,1295,unknown/no savings account,... < 1 year,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,25,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
41,male,divorced/separated,... < 0 DM,12,no credits taken/all credits paid back duly,furniture/equipment,1158,100 <= ... < 500 DM,1 <= ... < 4 years,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,26,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
253,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,car (used),4151,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,35,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
710,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,629,100 <= ... < 500 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,car or other,32,bank,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
663,male,married/widowed,... < 0 DM,6,existing credits paid back duly till now,car (used),1050,unknown/no savings account,unemployed,< 20,none,< 1 yr,car or other,35,stores,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
317,female/male,female (non-single) or male (single),... < 0 DM,24,no credits taken/all credits paid back duly,car (used),4351,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,>= 7 yrs,car or other,48,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
257,male,divorced/separated,no checking account,12,critical account/other credits existing (not at this bank),furniture/equipment,2149,unknown/no savings account,1 <= ... < 4 years,< 20,none,< 1 yr,real estate,29,none,own,1,skilled employee/official,0 to 2,False,False,1,1
466,female/male,female (non-single) or male (single),no checking account,24,existing credits paid back duly till now,furniture/equipment,1659,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,29,none,for free,1,unskilled - resident,0 to 2,True,False,1,1
362,female/male,female (non-single) or male (single),0 <= ... < 200 DM,12,existing credits paid back duly till now,others,2247,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,36,stores,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
750,female/male,female (non-single) or male (single),no checking account,6,no credits taken/all credits paid back duly,car (used),428,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,< 1 yr,car or other,49,bank,rent,1,skilled employee/official,0 to 2,True,False,0,1
492,female/male,female (non-single) or male (single),... >= 200 DM,6,all credits at this bank paid back duly,furniture/equipment,1237,... < 100 DM,1 <= ... < 4 years,>= 35,none,< 1 yr,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
468,female/male,female (non-single) or male (single),... >= 200 DM,33,existing credits paid back duly till now,retraining,2764,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
515,female/male,female (non-single) or male (single),no checking account,6,all credits at this bank paid back duly,others,609,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,37,none,rent,2-3,skilled employee/official,0 to 2,False,True,0,1
810,female,single,... < 0 DM,8,no credits taken/all credits paid back duly,retraining,907,unknown/no savings account,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
432,male,married/widowed,no checking account,6,all credits at this bank paid back duly,car (used),1872,unknown/no savings account,unemployed,< 20,none,>= 7 yrs,real estate,36,none,own,4-5,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
247,male,married/widowed,... >= 200 DM,6,delay in paying off in the past,others,1204,... < 100 DM,1 <= ... < 4 years,< 20,none,< 1 yr,real estate,35,bank,for free,1,skilled employee/official,0 to 2,False,True,0,1
13,male,married/widowed,no checking account,24,all credits at this bank paid back duly,others,1199,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,60,none,rent,2-3,unskilled - resident,0 to 2,False,False,1,1
336,female/male,female (non-single) or male (single),... < 0 DM,13,no credits taken/all credits paid back duly,furniture/equipment,2101,unknown/no savings account,... < 1 year,25 <= ... < 35,guarantor,>= 7 yrs,car or other,23,none,rent,1,unskilled - resident,0 to 2,False,False,0,0
86,female/male,female (non-single) or male (single),... < 0 DM,18,all credits at this bank paid back duly,car (used),1295,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
813,male,married/widowed,no checking account,48,no credits taken/all credits paid back duly,radio/television,3051,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,54,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
846,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,others,6761,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,68,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,1
356,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,2331,.. >= 1000 DM,.. >= 7 years,>= 35,co-applicant,>= 7 yrs,unknown/no property,49,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
507,male,married/widowed,... < 0 DM,15,critical account/other credits existing (not at this bank),others,6850,... < 100 DM,unemployed,>= 35,none,1 <= ... < 4 yrs,car or other,34,none,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,1,1
261,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,1603,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,55,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
433,male,divorced/separated,... >= 200 DM,24,all credits at this bank paid back duly,domestic appliances,2058,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,33,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
267,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1533,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,38,stores,rent,1,skilled employee/official,0 to 2,True,False,0,1
527,male,married/widowed,... >= 200 DM,4,all credits at this bank paid back duly,furniture/equipment,1503,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,unknown/no property,42,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
408,male,divorced/separated,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3235,100 <= ... < 500 DM,.. >= 7 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
214,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,furniture/equipment,3342,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,51,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
616,male,married/widowed,... < 0 DM,60,existing credits paid back duly till now,furniture/equipment,9157,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,real estate,27,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
924,male,divorced/separated,no checking account,24,critical account/other credits existing (not at this bank),car (used),6872,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,car or other,55,bank,rent,1,skilled employee/official,0 to 2,True,False,1,1
146,female/male,female (non-single) or male (single),no checking account,6,all credits at this bank paid back duly,others,860,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,real estate,39,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
740,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),others,2325,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,32,bank,rent,1,skilled employee/official,0 to 2,False,False,0,1
698,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,furniture/equipment,1800,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,0
969,male,married/widowed,no checking account,11,all credits at this bank paid back duly,others,3939,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,40,none,rent,2-3,unskilled - resident,3 or more,False,False,0,1
250,female/male,female (non-single) or male (single),no checking account,6,all credits at this bank paid back duly,others,666,500 <= ... < 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,39,none,rent,2-3,unskilled - resident,0 to 2,True,False,0,1
951,male,married/widowed,no checking account,36,existing credits paid back duly till now,retraining,2145,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,building society savings agreement/life insurance,24,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,0
126,female,single,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,701,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,40,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
397,female,single,no checking account,36,all credits at this bank paid back duly,car (used),2348,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,car or other,46,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
807,male,married/widowed,... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,930,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,65,none,rent,>= 6,skilled employee/official,0 to 2,False,False,0,1
509,male,married/widowed,... >= 200 DM,39,no credits taken/all credits paid back duly,car (new),8588,... < 100 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,45,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
407,female,single,no checking account,15,no credits taken/all credits paid back duly,furniture/equipment,1053,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,1,skilled employee/official,0 to 2,False,True,0,1
655,male,married/widowed,no checking account,14,no credits taken/all credits paid back duly,others,3973,unknown/no savings account,unemployed,>= 35,none,>= 7 yrs,real estate,22,none,own,1,skilled employee/official,0 to 2,False,False,0,0
912,female/male,female (non-single) or male (single),... < 0 DM,30,no credits taken/all credits paid back duly,furniture/equipment,2991,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,25,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
282,male,married/widowed,0 <= ... < 200 DM,18,critical account/other credits existing (not at this bank),furniture/equipment,1445,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,49,bank,rent,1,unskilled - resident,0 to 2,False,False,0,1
358,female,single,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,776,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,28,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
131,male,married/widowed,no checking account,36,existing credits paid back duly till now,repairs,6887,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,car or other,29,stores,rent,1,skilled employee/official,0 to 2,True,False,1,1
192,male,married/widowed,... < 0 DM,27,no credits taken/all credits paid back duly,retraining,3915,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,36,none,rent,1,skilled employee/official,3 or more,True,False,1,1
341,female/male,female (non-single) or male (single),no checking account,21,no credits taken/all credits paid back duly,car (used),3599,unknown/no savings account,4 <= ... < 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,26,none,for free,1,unskilled - resident,0 to 2,False,False,0,1
996,male,divorced/separated,no checking account,30,no credits taken/all credits paid back duly,car (new),3857,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,car or other,40,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
347,female/male,female (non-single) or male (single),... < 0 DM,24,no credits taken/all credits paid back duly,furniture/equipment,3758,100 <= ... < 500 DM,unemployed,>= 35,none,>= 7 yrs,real estate,23,none,for free,1,unemployed/unskilled - non-resident,0 to 2,False,False,0,0
47,female/male,female (non-single) or male (single),no checking account,6,no credits taken/all credits paid back duly,car (new),1352,100 <= ... < 500 DM,unemployed,>= 35,none,1 <= ... < 4 yrs,car or other,23,none,for free,1,unemployed/unskilled - non-resident,0 to 2,True,False,0,0
573,female/male,female (non-single) or male (single),no checking account,15,no credits taken/all credits paid back duly,retraining,806,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,car or other,22,none,rent,1,unskilled - resident,0 to 2,False,False,0,0
744,male,married/widowed,no checking account,39,all credits at this bank paid back duly,car (used),14179,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,car or other,30,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
157,female,single,no checking account,12,critical account/other credits existing (not at this bank),vacation,339,unknown/no savings account,.. >= 7 years,< 20,none,< 1 yr,building society savings agreement/life insurance,45,bank,rent,1,unskilled - resident,0 to 2,False,False,0,1
650,male,married/widowed,no checking account,48,no credits taken/all credits paid back duly,repairs,7476,unknown/no savings account,4 <= ... < 7 years,< 20,none,< 1 yr,real estate,50,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
71,male,married/widowed,... >= 200 DM,7,all credits at this bank paid back duly,furniture/equipment,730,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,car or other,46,none,for free,2-3,unskilled - resident,0 to 2,True,False,0,1
817,female/male,female (non-single) or male (single),... >= 200 DM,6,all credits at this bank paid back duly,furniture/equipment,1554,unknown/no savings account,4 <= ... < 7 years,>= 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,for free,2-3,skilled employee/official,0 to 2,True,False,0,0
366,male,married/widowed,... >= 200 DM,18,all credits at this bank paid back duly,car (new),3850,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
517,female/male,female (non-single) or male (single),... >= 200 DM,36,all credits at this bank paid back duly,car (used),7127,unknown/no savings account,... < 1 year,25 <= ... < 35,none,>= 7 yrs,car or other,23,none,for free,2-3,skilled employee/official,0 to 2,True,False,1,0
415,male,married/widowed,... >= 200 DM,36,all credits at this bank paid back duly,car (new),5842,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,35,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
965,female/male,female (non-single) or male (single),... < 0 DM,30,no credits taken/all credits paid back duly,furniture/equipment,1715,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,< 1 yr,building society savings agreement/life insurance,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
886,male,married/widowed,... < 0 DM,24,all credits at this bank paid back duly,retraining,2825,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,real estate,34,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
111,female/male,female (non-single) or male (single),0 <= ... < 200 DM,15,no credits taken/all credits paid back duly,repairs,392,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,23,none,for free,1,skilled employee/official,0 to 2,True,False,0,0
383,male,married/widowed,0 <= ... < 200 DM,12,no credits taken/all credits paid back duly,others,1330,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,unknown/no property,26,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
997,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,804,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,38,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
459,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,4594,unknown/no savings account,... < 1 year,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,32,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
384,male,married/widowed,... >= 200 DM,30,existing credits paid back duly till now,retraining,4272,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,26,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
230,male,married/widowed,0 <= ... < 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,4210,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,26,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
15,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,1282,... < 100 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,32,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
166,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,car (used),1131,unknown/no savings account,unemployed,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
273,male,married/widowed,... < 0 DM,48,no credits taken/all credits paid back duly,furniture/equipment,3060,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,unknown/no property,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
624,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,furniture/equipment,2600,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,65,none,own,2-3,skilled employee/official,0 to 2,False,False,1,1
7,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,car (new),6948,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,35,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
973,male,married/widowed,no checking account,60,no credits taken/all credits paid back duly,retraining,7297,unknown/no savings account,.. >= 7 years,< 20,co-applicant,>= 7 yrs,real estate,36,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
354,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,repairs,727,100 <= ... < 500 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,46,none,own,1,skilled employee/official,0 to 2,True,False,0,1
380,male,married/widowed,no checking account,20,no credits taken/all credits paid back duly,car (used),2212,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,39,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
625,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,furniture/equipment,1979,.. >= 1000 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,35,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
334,male,married/widowed,no checking account,24,delay in paying off in the past,car (used),4110,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,23,bank,for free,2-3,skilled employee/official,3 or more,False,False,1,0
820,female,single,... >= 200 DM,12,no credits taken/all credits paid back duly,others,1101,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
705,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,others,5324,100 <= ... < 500 DM,.. >= 7 years,>= 35,none,>= 7 yrs,real estate,35,none,own,1,skilled employee/official,0 to 2,False,False,0,1
626,male,married/widowed,0 <= ... < 200 DM,6,no credits taken/all credits paid back duly,car (used),2116,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,41,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
368,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (used),3446,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,42,none,rent,1,skilled employee/official,3 or more,False,False,1,1
547,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,1552,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,< 1 yr,building society savings agreement/life insurance,32,bank,rent,1,skilled employee/official,3 or more,False,False,0,1
596,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,others,1442,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,23,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,0
284,male,divorced/separated,... < 0 DM,24,all credits at this bank paid back duly,others,3878,... < 100 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,37,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
43,female,single,no checking account,30,all credits at this bank paid back duly,car (new),6187,... < 100 DM,4 <= ... < 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,24,none,for free,2-3,skilled employee/official,0 to 2,False,False,0,0
144,female/male,female (non-single) or male (single),... >= 200 DM,21,all credits at this bank paid back duly,car (used),2288,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,23,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
546,female/male,female (non-single) or male (single),... >= 200 DM,24,all credits at this bank paid back duly,others,2022,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,37,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
618,female/male,female (non-single) or male (single),... < 0 DM,30,no credits taken/all credits paid back duly,car (used),3441,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,co-applicant,>= 7 yrs,building society savings agreement/life insurance,21,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
69,female/male,female (non-single) or male (single),... >= 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,2394,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,25,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
428,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,car (used),1313,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,20,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
72,male,married/widowed,no checking account,8,all credits at this bank paid back duly,business,1164,unknown/no savings account,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,real estate,51,bank,own,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
497,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (used),1585,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,car or other,40,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
59,female/male,female (non-single) or male (single),no checking account,36,all credits at this bank paid back duly,car (used),6229,unknown/no savings account,... < 1 year,< 20,co-applicant,>= 7 yrs,real estate,23,none,for free,2-3,unskilled - resident,0 to 2,True,False,1,0
14,female/male,female (non-single) or male (single),no checking account,15,no credits taken/all credits paid back duly,others,1403,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
860,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (new),5804,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
645,male,married/widowed,... >= 200 DM,36,existing credits paid back duly till now,retraining,7980,.. >= 1000 DM,... < 1 year,< 20,none,>= 7 yrs,building society savings agreement/life insurance,27,none,for free,2-3,skilled employee/official,0 to 2,True,False,1,1
825,female,single,no checking account,21,all credits at this bank paid back duly,others,1602,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
865,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,car (used),2221,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,20,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
531,female/male,female (non-single) or male (single),... < 0 DM,15,no credits taken/all credits paid back duly,others,2631,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,28,none,for free,2-3,skilled employee/official,0 to 2,True,False,1,1
160,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,2872,... < 100 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,36,none,rent,1,skilled employee/official,3 or more,True,False,0,1
496,male,married/widowed,... < 0 DM,36,no credits taken/all credits paid back duly,car (used),9034,... < 100 DM,... < 1 year,< 20,co-applicant,< 1 yr,real estate,29,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
367,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,car (used),3650,unknown/no savings account,... < 1 year,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,22,none,for free,1,skilled employee/official,0 to 2,False,False,0,0
429,female/male,female (non-single) or male (single),no checking account,18,all credits at this bank paid back duly,domestic appliances,1190,unknown/no savings account,unemployed,25 <= ... < 35,none,>= 7 yrs,real estate,55,none,own,4-5,unemployed/unskilled - non-resident,3 or more,False,False,1,1
594,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),business,1358,.. >= 1000 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,40,stores,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
629,male,married/widowed,... >= 200 DM,9,no credits taken/all credits paid back duly,repairs,3832,.. >= 1000 DM,.. >= 7 years,>= 35,none,>= 7 yrs,unknown/no property,64,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
390,female,single,... >= 200 DM,18,no credits taken/all credits paid back duly,others,1820,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
647,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,others,1386,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,car or other,26,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
931,female/male,female (non-single) or male (single),... < 0 DM,9,no credits taken/all credits paid back duly,furniture/equipment,1670,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,22,none,rent,1,skilled employee/official,0 to 2,True,False,1,0
306,female/male,female (non-single) or male (single),... >= 200 DM,30,no credits taken/all credits paid back duly,car (new),4811,.. >= 1000 DM,4 <= ... < 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,24,stores,for free,1,unskilled - resident,0 to 2,False,False,0,0
665,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,business,6314,unknown/no savings account,unemployed,< 20,co-applicant,1 <= ... < 4 yrs,real estate,27,bank,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
724,female/male,female (non-single) or male (single),... >= 200 DM,27,no credits taken/all credits paid back duly,others,2570,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,4 <= ... < 7 yrs,unknown/no property,21,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
467,male,married/widowed,... >= 200 DM,48,existing credits paid back duly till now,furniture/equipment,7238,.. >= 1000 DM,.. >= 7 years,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,32,bank,rent,2-3,skilled employee/official,3 or more,False,False,0,1
796,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,car (new),7511,.. >= 1000 DM,.. >= 7 years,>= 35,none,>= 7 yrs,car or other,51,none,own,1,skilled employee/official,3 or more,True,False,1,1
941,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,others,1546,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,31,none,rent,1,unskilled - resident,3 or more,False,True,0,1
463,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,vacation,754,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,38,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
830,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,retraining,2375,100 <= ... < 500 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,44,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
136,male,married/widowed,... >= 200 DM,27,existing credits paid back duly till now,car (new),8613,500 <= ... < 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
92,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,furniture/equipment,797,.. >= 1000 DM,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,car or other,33,bank,rent,1,unskilled - resident,3 or more,False,False,1,1
456,male,married/widowed,no checking account,11,all credits at this bank paid back duly,others,3905,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,36,none,for free,2-3,skilled employee/official,3 or more,False,False,0,1
917,male,married/widowed,no checking account,6,no credits taken/all credits paid back duly,others,14896,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,real estate,68,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
328,male,married/widowed,0 <= ... < 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,4473,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
923,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,others,2002,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,car or other,30,none,for free,1,skilled employee/official,3 or more,True,False,0,1
402,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,retraining,8648,unknown/no savings account,... < 1 year,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,bank,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
808,male,married/widowed,... < 0 DM,42,critical account/other credits existing (not at this bank),car (new),9283,unknown/no savings account,unemployed,>= 35,none,1 <= ... < 4 yrs,real estate,55,bank,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
486,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,furniture/equipment,3077,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,52,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
180,male,divorced/separated,... >= 200 DM,36,existing credits paid back duly till now,retraining,9572,unknown/no savings account,... < 1 year,>= 35,none,< 1 yr,building society savings agreement/life insurance,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
177,male,married/widowed,no checking account,6,all credits at this bank paid back duly,furniture/equipment,338,100 <= ... < 500 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,52,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
113,female/male,female (non-single) or male (single),... >= 200 DM,36,all credits at this bank paid back duly,others,7855,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,25,stores,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
910,female/male,female (non-single) or male (single),... >= 200 DM,36,existing credits paid back duly till now,furniture/equipment,4454,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,34,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
962,male,married/widowed,... >= 200 DM,15,no credits taken/all credits paid back duly,others,3556,.. >= 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,real estate,29,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
757,male,married/widowed,0 <= ... < 200 DM,15,all credits at this bank paid back duly,furniture/equipment,1271,.. >= 1000 DM,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,real estate,39,none,own,2-3,skilled employee/official,0 to 2,True,False,1,1
156,male,married/widowed,no checking account,9,all credits at this bank paid back duly,domestic appliances,1288,... < 100 DM,.. >= 7 years,20 <= ... < 25,guarantor,>= 7 yrs,unknown/no property,48,none,rent,2-3,skilled employee/official,3 or more,False,True,0,1
541,male,married/widowed,... >= 200 DM,24,existing credits paid back duly till now,others,2032,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,real estate,60,none,own,2-3,skilled employee/official,0 to 2,True,False,0,1
360,male,married/widowed,... < 0 DM,18,no credits taken/all credits paid back duly,repairs,1239,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,real estate,61,none,own,1,skilled employee/official,0 to 2,False,False,0,1
572,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,car (new),5433,.. >= 1000 DM,unemployed,25 <= ... < 35,none,>= 7 yrs,car or other,26,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
928,male,married/widowed,... >= 200 DM,30,no credits taken/all credits paid back duly,furniture/equipment,1867,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,58,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
958,male,married/widowed,no checking account,28,no credits taken/all credits paid back duly,others,4006,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,45,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
946,male,married/widowed,no checking account,24,critical account/other credits existing (not at this bank),car (used),3349,100 <= ... < 500 DM,... < 1 year,< 20,none,>= 7 yrs,real estate,30,none,own,1,skilled employee/official,3 or more,True,False,1,1
479,male,married/widowed,no checking account,15,all credits at this bank paid back duly,car (used),1478,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,44,none,rent,2-3,skilled employee/official,3 or more,True,False,0,1
986,male,divorced/separated,0 <= ... < 200 DM,42,delay in paying off in the past,retraining,6289,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,car or other,33,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
672,male,married/widowed,... >= 200 DM,60,no credits taken/all credits paid back duly,others,10366,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,car or other,42,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
505,male,married/widowed,... >= 200 DM,10,no credits taken/all credits paid back duly,others,1309,.. >= 1000 DM,1 <= ... < 4 years,< 20,guarantor,>= 7 yrs,car or other,27,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
120,female/male,female (non-single) or male (single),no checking account,21,no credits taken/all credits paid back duly,furniture/equipment,1835,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,25,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
885,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,repairs,795,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,car or other,53,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
265,male,married/widowed,... < 0 DM,15,no credits taken/all credits paid back duly,furniture/equipment,802,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,37,none,rent,1,skilled employee/official,3 or more,False,False,1,1
936,female/male,female (non-single) or male (single),0 <= ... < 200 DM,9,no credits taken/all credits paid back duly,furniture/equipment,745,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,1 <= ... < 4 yrs,unknown/no property,28,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
976,female/male,female (non-single) or male (single),... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,753,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,4 <= ... < 7 yrs,unknown/no property,64,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
439,female/male,female (non-single) or male (single),0 <= ... < 200 DM,12,critical account/other credits existing (not at this bank),retraining,609,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,unknown/no property,26,none,rent,1,unemployed/unskilled - non-resident,0 to 2,False,False,1,1
175,female/male,female (non-single) or male (single),... >= 200 DM,30,critical account/other credits existing (not at this bank),car (new),7485,.. >= 1000 DM,unemployed,< 20,none,< 1 yr,unknown/no property,53,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
141,female/male,female (non-single) or male (single),... < 0 DM,36,no credits taken/all credits paid back duly,furniture/equipment,4795,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,real estate,30,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
493,male,married/widowed,... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,368,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,38,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
942,male,married/widowed,... >= 200 DM,24,no credits taken/all credits paid back duly,car (used),929,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,31,stores,rent,1,skilled employee/official,0 to 2,True,False,0,1
995,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,car (used),1736,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,unknown/no property,31,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
195,female/male,female (non-single) or male (single),... < 0 DM,9,all credits at this bank paid back duly,repairs,1501,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,34,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
651,male,married/widowed,... < 0 DM,12,no credits taken/all credits paid back duly,car (used),1922,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,37,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
80,female/male,female (non-single) or male (single),... >= 200 DM,24,no credits taken/all credits paid back duly,furniture/equipment,5943,.. >= 1000 DM,... < 1 year,>= 35,none,< 1 yr,building society savings agreement/life insurance,44,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
148,male,married/widowed,no checking account,36,all credits at this bank paid back duly,car (used),5371,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,guarantor,1 <= ... < 4 yrs,car or other,28,none,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
194,male,married/widowed,... < 0 DM,45,no credits taken/all credits paid back duly,furniture/equipment,3031,... < 100 DM,1 <= ... < 4 years,< 20,guarantor,>= 7 yrs,car or other,21,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
475,female/male,female (non-single) or male (single),no checking account,18,delay in paying off in the past,car (used),3114,unknown/no savings account,... < 1 year,>= 35,none,>= 7 yrs,car or other,26,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
304,male,married/widowed,... >= 200 DM,48,all credits at this bank paid back duly,others,10127,100 <= ... < 500 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,real estate,44,bank,own,1,skilled employee/official,0 to 2,False,False,1,1
447,male,married/widowed,... < 0 DM,7,no credits taken/all credits paid back duly,furniture/equipment,2576,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,guarantor,1 <= ... < 4 yrs,unknown/no property,35,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
911,female/male,female (non-single) or male (single),... < 0 DM,24,all credits at this bank paid back duly,car (used),4736,unknown/no savings account,... < 1 year,25 <= ... < 35,none,>= 7 yrs,building society savings agreement/life insurance,25,bank,rent,1,unskilled - resident,0 to 2,False,False,1,1
474,female,single,... < 0 DM,18,all credits at this bank paid back duly,furniture/equipment,1245,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,33,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
707,female/male,female (non-single) or male (single),... < 0 DM,12,delay in paying off in the past,car (used),2969,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,car or other,25,none,for free,2-3,skilled employee/official,0 to 2,False,False,1,1
229,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (used),3149,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,real estate,22,bank,own,1,skilled employee/official,0 to 2,False,False,0,0
843,male,married/widowed,... >= 200 DM,24,critical account/other credits existing (not at this bank),retraining,1559,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,50,bank,rent,1,skilled employee/official,0 to 2,True,False,0,1
939,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (new),6842,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,car or other,46,none,rent,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
216,male,married/widowed,no checking account,18,delay in paying off in the past,retraining,3104,unknown/no savings account,4 <= ... < 7 years,20 <= ... < 25,none,< 1 yr,car or other,31,bank,rent,1,skilled employee/official,0 to 2,True,False,0,1
167,female/male,female (non-single) or male (single),... < 0 DM,11,no credits taken/all credits paid back duly,car (used),1577,500 <= ... < 1000 DM,... < 1 year,< 20,none,< 1 yr,unknown/no property,20,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
754,male,married/widowed,... >= 200 DM,12,existing credits paid back duly till now,domestic appliances,1555,500 <= ... < 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,55,none,own,2-3,skilled employee/official,3 or more,False,False,1,1
187,male,married/widowed,... < 0 DM,16,all credits at this bank paid back duly,others,1175,unknown/no savings account,unemployed,25 <= ... < 35,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,68,none,own,4-5,unemployed/unskilled - non-resident,0 to 2,True,False,0,1
678,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,2384,unknown/no savings account,.. >= 7 years,< 20,none,>= 7 yrs,unknown/no property,64,bank,for free,1,unskilled - resident,0 to 2,False,False,0,1
309,female,single,... < 0 DM,9,no credits taken/all credits paid back duly,others,276,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,22,none,for free,1,unskilled - resident,0 to 2,False,False,0,0
454,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,others,4817,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,co-applicant,4 <= ... < 7 yrs,car or other,31,none,rent,1,skilled employee/official,0 to 2,True,False,1,1
720,male,married/widowed,0 <= ... < 200 DM,9,delay in paying off in the past,furniture/equipment,1337,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,34,none,rent,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
542,male,married/widowed,no checking account,30,no credits taken/all credits paid back duly,car (used),6350,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,car or other,31,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
728,female/male,female (non-single) or male (single),... < 0 DM,48,critical account/other credits existing (not at this bank),retraining,6416,unknown/no savings account,.. >= 7 years,< 20,none,4 <= ... < 7 yrs,real estate,59,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
922,female/male,female (non-single) or male (single),no checking account,9,no credits taken/all credits paid back duly,furniture/equipment,1366,unknown/no savings account,... < 1 year,20 <= ... < 25,none,>= 7 yrs,car or other,22,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
909,female/male,female (non-single) or male (single),... < 0 DM,9,no credits taken/all credits paid back duly,others,3195,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,33,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
70,female/male,female (non-single) or male (single),... >= 200 DM,36,no credits taken/all credits paid back duly,car (new),8133,unknown/no savings account,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,car or other,30,bank,rent,1,skilled employee/official,0 to 2,False,False,0,1
619,male,divorced/separated,... >= 200 DM,12,no credits taken/all credits paid back duly,others,640,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,unknown/no property,49,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
940,male,married/widowed,... >= 200 DM,12,no credits taken/all credits paid back duly,others,3527,.. >= 1000 DM,... < 1 year,25 <= ... < 35,none,4 <= ... < 7 yrs,car or other,45,none,rent,1,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
872,male,married/widowed,no checking account,24,all credits at this bank paid back duly,retraining,1382,... < 100 DM,4 <= ... < 7 years,< 20,none,< 1 yr,unknown/no property,26,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
67,female,single,... < 0 DM,12,no credits taken/all credits paid back duly,others,1007,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,< 1 yr,unknown/no property,22,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
677,female,single,... < 0 DM,72,no credits taken/all credits paid back duly,furniture/equipment,5595,... < 100 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,rent,1,skilled employee/official,0 to 2,False,False,1,0
53,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,car (new),3378,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,< 1 yr,car or other,31,none,rent,1,skilled employee/official,0 to 2,True,False,0,1
991,male,married/widowed,... >= 200 DM,15,critical account/other credits existing (not at this bank),furniture/equipment,1569,... < 100 DM,.. >= 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,34,bank,rent,1,unskilled - resident,3 or more,False,False,0,1
591,female/male,female (non-single) or male (single),... < 0 DM,24,existing credits paid back duly till now,others,1965,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,42,none,for free,2-3,skilled employee/official,0 to 2,True,False,0,1
835,male,married/widowed,no checking account,12,delay in paying off in the past,others,1082,unknown/no savings account,1 <= ... < 4 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,48,bank,rent,2-3,skilled employee/official,0 to 2,False,False,1,1
717,male,married/widowed,... >= 200 DM,18,no credits taken/all credits paid back duly,furniture/equipment,1505,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,real estate,32,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
731,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,furniture/equipment,1987,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,21,none,for free,1,unskilled - resident,3 or more,False,False,1,0
393,female/male,female (non-single) or male (single),no checking account,6,all credits at this bank paid back duly,furniture/equipment,1957,unknown/no savings account,4 <= ... < 7 years,>= 35,none,>= 7 yrs,building society savings agreement/life insurance,31,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
925,male,married/widowed,no checking account,12,critical account/other credits existing (not at this bank),others,697,unknown/no savings account,... < 1 year,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,46,bank,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
654,male,married/widowed,... >= 200 DM,24,all credits at this bank paid back duly,car (new),2346,unknown/no savings account,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,35,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
529,male,married/widowed,no checking account,6,no credits taken/all credits paid back duly,others,662,unknown/no savings account,... < 1 year,20 <= ... < 25,none,>= 7 yrs,unknown/no property,41,none,rent,1,unskilled - resident,3 or more,True,False,0,1
682,female,single,... >= 200 DM,15,existing credits paid back duly till now,furniture/equipment,1478,unknown/no savings account,1 <= ... < 4 years,< 20,none,4 <= ... < 7 yrs,unknown/no property,33,bank,rent,2-3,skilled employee/official,0 to 2,False,False,0,1
395,male,married/widowed,... < 0 DM,39,existing credits paid back duly till now,repairs,11760,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,real estate,32,none,for free,1,skilled employee/official,0 to 2,True,False,0,1
451,female/male,female (non-single) or male (single),... >= 200 DM,6,no credits taken/all credits paid back duly,furniture/equipment,518,unknown/no savings account,1 <= ... < 4 years,20 <= ... < 25,none,< 1 yr,unknown/no property,29,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
196,female/male,female (non-single) or male (single),... >= 200 DM,6,all credits at this bank paid back duly,furniture/equipment,1382,unknown/no savings account,1 <= ... < 4 years,>= 35,none,< 1 yr,building society savings agreement/life insurance,28,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
840,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,car (used),5179,unknown/no savings account,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,car or other,29,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
287,male,married/widowed,... < 0 DM,48,existing credits paid back duly till now,business,7582,... < 100 DM,unemployed,25 <= ... < 35,none,>= 7 yrs,real estate,31,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
99,male,married/widowed,... < 0 DM,20,existing credits paid back duly till now,car (new),7057,.. >= 1000 DM,4 <= ... < 7 years,20 <= ... < 25,none,>= 7 yrs,car or other,36,bank,for free,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
399,female/male,female (non-single) or male (single),... >= 200 DM,24,all credits at this bank paid back duly,furniture/equipment,1516,500 <= ... < 1000 DM,1 <= ... < 4 years,< 20,none,< 1 yr,unknown/no property,43,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
40,male,married/widowed,... >= 200 DM,30,no credits taken/all credits paid back duly,furniture/equipment,2333,100 <= ... < 500 DM,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,30,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,False,False,0,1
322,male,married/widowed,no checking account,24,no credits taken/all credits paid back duly,car (new),2910,unknown/no savings account,4 <= ... < 7 years,25 <= ... < 35,none,< 1 yr,real estate,34,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
403,male,married/widowed,... >= 200 DM,14,existing credits paid back duly till now,others,802,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,27,none,rent,2-3,unskilled - resident,0 to 2,False,False,0,1
603,female/male,female (non-single) or male (single),... >= 200 DM,36,no credits taken/all credits paid back duly,car (used),3349,unknown/no savings account,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,28,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
307,female,single,no checking account,12,no credits taken/all credits paid back duly,furniture/equipment,727,... < 100 DM,... < 1 year,< 20,none,4 <= ... < 7 yrs,real estate,33,none,rent,1,unskilled - resident,0 to 2,True,False,1,1
79,female,single,... < 0 DM,30,no credits taken/all credits paid back duly,car (used),3832,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,car or other,22,none,rent,1,skilled employee/official,0 to 2,False,False,0,0
570,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,car (used),3234,unknown/no savings account,... < 1 year,< 20,none,>= 7 yrs,unknown/no property,23,none,for free,1,unskilled - resident,0 to 2,True,False,1,0
627,male,married/widowed,... < 0 DM,9,critical account/other credits existing (not at this bank),others,1437,... < 100 DM,4 <= ... < 7 years,25 <= ... < 35,none,4 <= ... < 7 yrs,real estate,29,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
686,male,married/widowed,0 <= ... < 200 DM,10,all credits at this bank paid back duly,furniture/equipment,1347,.. >= 1000 DM,4 <= ... < 7 years,< 20,none,1 <= ... < 4 yrs,car or other,27,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
82,female/male,female (non-single) or male (single),... >= 200 DM,18,no credits taken/all credits paid back duly,retraining,1568,... < 100 DM,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,car or other,24,none,for free,1,unskilled - resident,0 to 2,False,False,0,0
775,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,others,1371,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,>= 7 yrs,unknown/no property,25,none,for free,1,skilled employee/official,0 to 2,False,False,1,1
756,male,married/widowed,0 <= ... < 200 DM,6,all credits at this bank paid back duly,others,1299,unknown/no savings account,1 <= ... < 4 years,>= 35,none,< 1 yr,unknown/no property,74,none,rent,4-5,unemployed/unskilled - non-resident,3 or more,False,True,0,1
738,male,married/widowed,... >= 200 DM,6,all credits at this bank paid back duly,others,6761,unknown/no savings account,4 <= ... < 7 years,>= 35,none,4 <= ... < 7 yrs,real estate,45,none,rent,2-3,management/self-employed/highly qualified employee/officer,3 or more,True,False,0,1
812,male,married/widowed,no checking account,36,all credits at this bank paid back duly,car (new),9629,unknown/no savings account,4 <= ... < 7 years,< 20,none,>= 7 yrs,building society savings agreement/life insurance,24,none,rent,2-3,skilled employee/official,0 to 2,True,False,1,0
831,female/male,female (non-single) or male (single),no checking account,18,no credits taken/all credits paid back duly,others,1216,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,23,none,for free,1,skilled employee/official,0 to 2,True,False,1,0
863,male,married/widowed,... >= 200 DM,27,all credits at this bank paid back duly,car (used),4526,500 <= ... < 1000 DM,... < 1 year,< 20,none,1 <= ... < 4 yrs,unknown/no property,32,stores,rent,2-3,unskilled - resident,3 or more,True,False,0,1
500,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,others,3123,unknown/no savings account,... < 1 year,< 20,none,< 1 yr,car or other,27,none,rent,1,skilled employee/official,0 to 2,False,False,1,1
217,male,married/widowed,0 <= ... < 200 DM,36,no credits taken/all credits paid back duly,furniture/equipment,3913,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,unknown/no property,23,none,rent,1,skilled employee/official,0 to 2,True,False,0,0
747,female/male,female (non-single) or male (single),no checking account,12,no credits taken/all credits paid back duly,others,1274,unknown/no savings account,... < 1 year,20 <= ... < 25,none,< 1 yr,unknown/no property,37,none,rent,1,unskilled - resident,0 to 2,False,False,1,1
982,female/male,female (non-single) or male (single),0 <= ... < 200 DM,21,no credits taken/all credits paid back duly,others,2923,... < 100 DM,1 <= ... < 4 years,>= 35,none,< 1 yr,building society savings agreement/life insurance,28,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
562,female/male,female (non-single) or male (single),0 <= ... < 200 DM,6,existing credits paid back duly till now,furniture/equipment,683,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,car or other,29,bank,rent,1,skilled employee/official,0 to 2,False,False,0,1
584,female/male,female (non-single) or male (single),... >= 200 DM,12,no credits taken/all credits paid back duly,others,2133,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,52,none,own,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
182,male,married/widowed,no checking account,21,critical account/other credits existing (not at this bank),others,1647,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,car or other,40,none,rent,2-3,unskilled - resident,3 or more,False,False,1,1
770,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,car (new),2812,.. >= 1000 DM,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,unknown/no property,26,none,for free,1,skilled employee/official,0 to 2,False,False,0,1
337,female/male,female (non-single) or male (single),no checking account,15,no credits taken/all credits paid back duly,radio/television,1275,.. >= 1000 DM,1 <= ... < 4 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,24,none,for free,1,skilled employee/official,0 to 2,False,False,1,0
967,female/male,female (non-single) or male (single),... >= 200 DM,15,no credits taken/all credits paid back duly,furniture/equipment,3568,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,54,bank,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
262,male,married/widowed,no checking account,18,all credits at this bank paid back duly,others,5302,unknown/no savings account,.. >= 7 years,25 <= ... < 35,none,>= 7 yrs,real estate,36,none,own,4-5,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
83,female/male,female (non-single) or male (single),no checking account,24,no credits taken/all credits paid back duly,business,1755,unknown/no savings account,.. >= 7 years,< 20,guarantor,>= 7 yrs,unknown/no property,58,none,rent,1,unskilled - resident,0 to 2,True,False,0,1
615,male,married/widowed,... < 0 DM,48,delay in paying off in the past,retraining,12204,.. >= 1000 DM,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,48,bank,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
208,female,single,no checking account,24,no credits taken/all credits paid back duly,retraining,6568,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,21,stores,rent,1,unskilled - resident,0 to 2,False,False,0,0
950,female,single,... < 0 DM,18,all credits at this bank paid back duly,retraining,3590,unknown/no savings account,unemployed,20 <= ... < 25,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,40,none,rent,4-5,unemployed/unskilled - non-resident,3 or more,True,False,0,1
737,male,married/widowed,no checking account,18,no credits taken/all credits paid back duly,others,4380,... < 100 DM,1 <= ... < 4 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,35,none,rent,1,unskilled - resident,3 or more,True,False,0,1
664,female/male,female (non-single) or male (single),0 <= ... < 200 DM,6,all credits at this bank paid back duly,repairs,1047,unknown/no savings account,1 <= ... < 4 years,25 <= ... < 35,none,>= 7 yrs,car or other,50,none,rent,1,unskilled - resident,0 to 2,False,False,0,1
74,male,married/widowed,no checking account,36,no credits taken/all credits paid back duly,repairs,1977,.. >= 1000 DM,.. >= 7 years,< 20,none,>= 7 yrs,real estate,40,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,1,1
210,male,married/widowed,... >= 200 DM,9,all credits at this bank paid back duly,furniture/equipment,3074,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,1 <= ... < 4 yrs,unknown/no property,33,none,rent,2-3,skilled employee/official,3 or more,False,False,0,1
557,female/male,female (non-single) or male (single),... >= 200 DM,21,delay in paying off in the past,others,5003,.. >= 1000 DM,1 <= ... < 4 years,>= 35,none,>= 7 yrs,car or other,29,bank,rent,2-3,skilled employee/official,0 to 2,True,False,1,1
268,male,divorced/separated,no checking account,14,no credits taken/all credits paid back duly,others,8978,unknown/no savings account,.. >= 7 years,>= 35,none,>= 7 yrs,car or other,45,none,rent,1,management/self-employed/highly qualified employee/officer,0 to 2,True,True,1,1
121,female/male,female (non-single) or male (single),... >= 200 DM,24,all credits at this bank paid back duly,car (new),3868,unknown/no savings account,.. >= 7 years,< 20,none,1 <= ... < 4 yrs,building society savings agreement/life insurance,41,none,for free,2-3,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
786,male,married/widowed,... >= 200 DM,22,no credits taken/all credits paid back duly,furniture/equipment,2675,100 <= ... < 500 DM,.. >= 7 years,20 <= ... < 25,none,>= 7 yrs,building society savings agreement/life insurance,40,none,rent,1,skilled employee/official,0 to 2,False,False,0,1
937,female,single,... < 0 DM,6,no credits taken/all credits paid back duly,furniture/equipment,2063,unknown/no savings account,... < 1 year,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,30,none,for free,1,management/self-employed/highly qualified employee/officer,0 to 2,True,False,0,1
147,female/male,female (non-single) or male (single),... >= 200 DM,12,all credits at this bank paid back duly,others,682,... < 100 DM,4 <= ... < 7 years,< 20,none,4 <= ... < 7 yrs,building society savings agreement/life insurance,51,none,rent,2-3,skilled employee/official,0 to 2,True,False,0,1
809,female/male,female (non-single) or male (single),... < 0 DM,15,delay in paying off in the past,others,1778,unknown/no savings account,... < 1 year,25 <= ... < 35,none,< 1 yr,unknown/no property,26,none,for free,2-3,unemployed/unskilled - non-resident,0 to 2,False,False,1,1