,Age,Sex,Job,Housing,Saving_accounts,Checking_account,Credit_amount,Duration,Purpose,Credit_risk 0,67,male,2,own,NA,little,1169,6,radio/TV,0 1,22,female,2,own,little,moderate,5951,48,radio/TV,1 2,49,male,1,own,little,NA,2096,12,education,0 3,45,male,2,free,little,little,7882,42,furniture/equipment,0 4,53,male,2,free,little,little,4870,24,car,1 5,35,male,1,free,NA,NA,9055,36,education,0 6,53,male,2,own,quite rich,NA,2835,24,furniture/equipment,0 7,35,male,3,rent,little,moderate,6948,36,car,0 8,61,male,1,own,rich,NA,3059,12,radio/TV,0 9,28,male,3,own,little,moderate,5234,30,car,1 10,25,female,2,rent,little,moderate,1295,12,car,1 11,24,female,2,rent,little,little,4308,48,business,1 12,22,female,2,own,little,moderate,1567,12,radio/TV,0 13,60,male,1,own,little,little,1199,24,car,1 14,28,female,2,rent,little,little,1403,15,car,0 15,32,female,1,own,moderate,little,1282,24,radio/TV,1 16,53,male,2,own,NA,NA,2424,24,radio/TV,0 17,25,male,2,own,NA,little,8072,30,business,0 18,44,female,3,free,little,moderate,12579,24,car,1 19,31,male,2,own,quite rich,NA,3430,24,radio/TV,0 20,48,male,2,own,little,NA,2134,9,car,0 21,44,male,2,rent,quite rich,little,2647,6,radio/TV,0 22,48,male,1,rent,little,little,2241,10,car,0 23,44,male,2,own,moderate,moderate,1804,12,car,0 24,26,male,2,own,NA,NA,2069,10,furniture/equipment,0 25,36,male,1,own,little,little,1374,6,furniture/equipment,0 26,39,male,1,own,little,NA,426,6,radio/TV,0 27,42,female,2,rent,rich,rich,409,12,radio/TV,0 28,34,male,2,own,little,moderate,2415,7,radio/TV,0 29,63,male,2,own,little,little,6836,60,business,1 30,36,male,2,own,rich,moderate,1913,18,business,0 31,27,male,2,own,little,little,4020,24,furniture/equipment,0 32,30,male,2,own,moderate,moderate,5866,18,car,0 33,57,male,1,rent,NA,NA,1264,12,business,0 34,33,female,3,own,little,rich,1474,12,furniture/equipment,0 35,25,male,1,own,little,moderate,4746,45,radio/TV,1 36,31,male,2,free,little,NA,6110,48,education,0 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57,31,female,2,own,little,NA,9566,36,radio/TV,0 58,23,female,3,own,little,rich,1961,18,car,0 59,23,female,1,rent,little,little,6229,36,furniture/equipment,1 60,27,male,2,own,little,moderate,1391,9,business,0 61,50,male,2,own,NA,moderate,1537,15,radio/TV,0 62,61,male,3,free,little,moderate,1953,36,business,1 63,25,male,2,own,little,moderate,14421,48,business,1 64,26,female,2,own,little,NA,3181,24,radio/TV,0 65,48,male,2,own,NA,NA,5190,27,repairs,0 66,29,female,2,own,little,NA,2171,12,radio/TV,0 67,22,male,2,own,rich,moderate,1007,12,car,0 68,37,male,2,free,little,NA,1819,36,education,1 69,25,female,2,own,NA,NA,2394,36,radio/TV,0 70,30,female,2,own,little,NA,8133,36,car,0 71,46,male,1,rent,NA,NA,730,7,radio/TV,0 72,51,male,3,free,little,little,1164,8,vacation/others,0 73,41,female,1,own,little,moderate,5954,42,business,0 74,40,male,3,own,NA,little,1977,36,education,1 75,66,male,3,free,little,little,1526,12,car,0 76,34,male,2,own,little,little,3965,42,radio/TV,1 77,51,male,2,own,little,moderate,4771,11,radio/TV,0 78,39,male,1,own,NA,NA,9436,54,car,0 79,22,male,2,own,little,moderate,3832,30,furniture/equipment,0 80,44,female,2,own,NA,NA,5943,24,radio/TV,1 81,47,male,2,own,quite rich,NA,1213,15,radio/TV,0 82,24,female,1,rent,moderate,NA,1568,18,business,0 83,58,female,1,own,little,little,1755,24,vacation/others,0 84,52,male,1,own,little,little,2315,10,radio/TV,0 85,29,female,3,own,little,NA,1412,12,business,0 86,27,female,2,own,little,moderate,1295,18,furniture/equipment,0 87,47,male,2,free,moderate,moderate,12612,36,education,1 88,30,male,3,own,moderate,little,2249,18,car,0 89,28,male,2,own,little,little,1108,12,repairs,1 90,56,male,2,own,little,NA,618,12,radio/TV,0 91,54,male,2,own,little,little,1409,12,car,0 92,33,female,1,own,NA,NA,797,12,radio/TV,1 93,20,male,2,rent,NA,rich,3617,24,furniture/equipment,0 94,54,male,2,own,rich,moderate,1318,12,car,0 95,58,male,2,rent,little,moderate,15945,54,business,1 96,61,female,2,own,NA,NA,2012,12,education,0 97,34,male,2,own,moderate,moderate,2622,18,business,0 98,36,male,2,own,little,moderate,2337,36,radio/TV,0 99,36,male,3,rent,NA,moderate,7057,20,car,0 100,41,male,1,rent,moderate,NA,1469,24,car,0 101,24,male,2,rent,little,moderate,2323,36,radio/TV,0 102,24,female,2,own,little,NA,932,6,radio/TV,0 103,35,male,2,rent,little,moderate,1919,9,furniture/equipment,0 104,26,male,2,rent,NA,NA,2445,12,car,0 105,39,male,3,own,little,moderate,11938,24,vacation/others,1 106,39,male,3,own,little,NA,6458,18,car,1 107,32,male,2,own,little,moderate,6078,12,car,0 108,30,female,2,own,NA,little,7721,24,furniture/equipment,0 109,35,male,2,own,quite rich,moderate,1410,14,business,0 110,31,male,2,own,moderate,moderate,1449,6,business,0 111,23,female,2,rent,little,rich,392,15,education,0 112,28,male,1,rent,little,moderate,6260,18,car,0 113,25,female,2,own,little,NA,7855,36,car,1 114,35,male,2,own,quite rich,little,1680,12,radio/TV,0 115,47,male,2,own,NA,NA,3578,48,radio/TV,0 116,30,female,3,own,NA,little,7174,42,radio/TV,1 117,27,female,2,rent,NA,little,2132,10,furniture/equipment,0 118,23,female,2,own,quite rich,little,4281,33,furniture/equipment,1 119,36,male,3,own,quite rich,moderate,2366,12,car,0 120,25,female,2,own,little,little,1835,21,radio/TV,1 121,41,female,3,rent,little,NA,3868,24,car,0 122,24,male,1,rent,little,NA,1768,12,furniture/equipment,0 123,63,male,2,free,little,rich,781,10,car,0 124,27,female,2,rent,NA,moderate,1924,18,furniture/equipment,1 125,30,male,2,own,little,little,2121,12,car,0 126,40,male,1,own,little,little,701,12,radio/TV,0 127,30,male,2,own,little,moderate,639,12,repairs,1 128,34,male,3,own,little,moderate,1860,12,car,0 129,29,female,2,own,little,little,3499,12,car,1 130,24,female,2,own,NA,moderate,8487,48,car,0 131,29,male,2,own,little,little,6887,36,education,1 132,27,male,1,own,little,NA,2708,15,furniture/equipment,0 133,47,male,2,free,little,NA,1984,18,furniture/equipment,0 134,21,female,2,own,moderate,NA,10144,60,radio/TV,0 135,38,female,2,own,NA,NA,1240,12,radio/TV,0 136,27,male,2,own,rich,NA,8613,27,car,0 137,66,male,1,own,quite rich,moderate,766,12,radio/TV,1 138,35,male,2,own,NA,moderate,2728,15,radio/TV,0 139,44,female,1,rent,little,rich,1881,12,radio/TV,0 140,27,male,0,own,rich,rich,709,6,car,0 141,30,female,3,own,little,moderate,4795,36,radio/TV,0 142,27,male,3,own,little,little,3416,27,radio/TV,0 143,22,male,2,own,little,little,2462,18,furniture/equipment,1 144,23,female,2,own,little,NA,2288,21,furniture/equipment,0 145,30,male,2,own,moderate,moderate,3566,48,business,0 146,39,female,2,own,little,little,860,6,car,0 147,51,female,2,own,moderate,NA,682,12,car,0 148,28,male,2,own,little,little,5371,36,furniture/equipment,0 149,46,male,2,own,rich,NA,1582,18,radio/TV,0 150,42,male,2,free,moderate,NA,1346,6,radio/TV,0 151,38,male,2,own,little,NA,1924,10,radio/TV,0 152,24,male,2,own,little,rich,5848,36,radio/TV,0 153,29,female,2,rent,rich,moderate,7758,24,car,0 154,36,male,3,rent,moderate,moderate,6967,24,business,0 155,20,female,2,rent,little,little,1282,12,furniture/equipment,1 156,48,male,2,own,moderate,little,1288,9,repairs,0 157,45,male,1,own,little,little,339,12,education,0 158,38,male,2,own,moderate,moderate,3512,24,car,0 159,34,male,1,own,NA,NA,1898,6,radio/TV,0 160,36,male,2,own,moderate,NA,2872,24,radio/TV,0 161,30,female,2,own,little,NA,1055,18,car,0 162,36,male,2,own,quite rich,NA,1262,15,domestic appliances,0 163,70,male,3,free,little,moderate,7308,10,car,0 164,36,male,2,own,quite rich,NA,909,36,car,0 165,32,male,2,own,quite rich,NA,2978,6,furniture/equipment,0 166,33,female,2,own,little,little,1131,18,furniture/equipment,1 167,20,female,2,own,rich,moderate,1577,11,furniture/equipment,0 168,25,female,2,rent,little,NA,3972,24,furniture/equipment,0 169,31,male,2,own,little,moderate,1935,24,business,1 170,33,male,2,rent,little,little,950,15,car,1 171,26,female,2,own,little,NA,763,12,furniture/equipment,0 172,34,female,3,own,little,moderate,2064,24,furniture/equipment,1 173,33,male,2,own,little,moderate,1414,8,radio/TV,0 174,26,male,2,own,little,little,3414,21,education,1 175,53,female,3,own,NA,NA,7485,30,car,1 176,42,male,2,own,little,little,2577,12,furniture/equipment,0 177,52,male,2,own,quite rich,little,338,6,radio/TV,0 178,31,male,3,rent,little,NA,1963,12,radio/TV,0 179,65,male,2,own,little,little,571,21,car,0 180,28,male,2,own,little,NA,9572,36,business,1 181,30,male,3,own,little,moderate,4455,36,business,1 182,40,male,1,own,NA,little,1647,21,car,1 183,50,male,2,own,rich,NA,3777,24,furniture/equipment,0 184,36,male,2,own,little,moderate,884,18,car,1 185,31,male,2,own,little,NA,1360,15,radio/TV,0 186,74,female,3,free,little,moderate,5129,9,car,1 187,68,male,0,free,little,moderate,1175,16,car,0 188,20,male,2,own,moderate,little,674,12,radio/TV,1 189,33,female,2,own,little,moderate,3244,18,furniture/equipment,0 190,54,male,3,own,rich,NA,4591,24,business,1 191,34,male,1,free,moderate,moderate,3844,48,business,1 192,36,male,2,own,little,moderate,3915,27,business,1 193,29,male,2,rent,little,NA,2108,6,radio/TV,0 194,21,male,2,rent,moderate,moderate,3031,45,radio/TV,1 195,34,female,3,own,little,moderate,1501,9,education,1 196,28,female,2,own,little,NA,1382,6,radio/TV,0 197,27,female,2,rent,moderate,moderate,951,12,furniture/equipment,1 198,36,male,2,free,NA,moderate,2760,24,car,0 199,40,male,3,own,little,moderate,4297,18,furniture/equipment,1 200,52,male,2,own,quite rich,NA,936,9,education,0 201,27,male,1,own,little,little,1168,12,car,0 202,26,male,2,own,little,NA,5117,27,business,0 203,21,male,2,rent,little,little,902,12,education,1 204,38,male,1,own,little,NA,1495,12,car,0 205,38,male,3,free,little,little,10623,30,car,0 206,43,male,2,own,little,NA,1935,12,furniture/equipment,0 207,26,male,2,own,little,moderate,1424,12,domestic appliances,0 208,21,male,1,own,little,little,6568,24,business,0 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