"","Income","Limit","Rating","Cards","Age","Education","Gender","Student","Married","Ethnicity","Balance" "1",14.891,3606,283,2,34,11," Male","No","Yes","Caucasian",333 "2",106.025,6645,483,3,82,15,"Female","Yes","Yes","Asian",903 "3",104.593,7075,514,4,71,11," Male","No","No","Asian",580 "4",148.924,9504,681,3,36,11,"Female","No","No","Asian",964 "5",55.882,4897,357,2,68,16," Male","No","Yes","Caucasian",331 "6",80.18,8047,569,4,77,10," Male","No","No","Caucasian",1151 "7",20.996,3388,259,2,37,12,"Female","No","No","African American",203 "8",71.408,7114,512,2,87,9," Male","No","No","Asian",872 "9",15.125,3300,266,5,66,13,"Female","No","No","Caucasian",279 "10",71.061,6819,491,3,41,19,"Female","Yes","Yes","African American",1350 "11",63.095,8117,589,4,30,14," Male","No","Yes","Caucasian",1407 "12",15.045,1311,138,3,64,16," Male","No","No","Caucasian",0 "13",80.616,5308,394,1,57,7,"Female","No","Yes","Asian",204 "14",43.682,6922,511,1,49,9," Male","No","Yes","Caucasian",1081 "15",19.144,3291,269,2,75,13,"Female","No","No","African American",148 "16",20.089,2525,200,3,57,15,"Female","No","Yes","African American",0 "17",53.598,3714,286,3,73,17,"Female","No","Yes","African American",0 "18",36.496,4378,339,3,69,15,"Female","No","Yes","Asian",368 "19",49.57,6384,448,1,28,9,"Female","No","Yes","Asian",891 "20",42.079,6626,479,2,44,9," Male","No","No","Asian",1048 "21",17.7,2860,235,4,63,16,"Female","No","No","Asian",89 "22",37.348,6378,458,1,72,17,"Female","No","No","Caucasian",968 "23",20.103,2631,213,3,61,10," Male","No","Yes","African American",0 "24",64.027,5179,398,5,48,8," Male","No","Yes","African American",411 "25",10.742,1757,156,3,57,15,"Female","No","No","Caucasian",0 "26",14.09,4323,326,5,25,16,"Female","No","Yes","African American",671 "27",42.471,3625,289,6,44,12,"Female","Yes","No","Caucasian",654 "28",32.793,4534,333,2,44,16," Male","No","No","African American",467 "29",186.634,13414,949,2,41,14,"Female","No","Yes","African American",1809 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"45",31.861,6375,469,3,25,16,"Female","No","Yes","Caucasian",1120 "46",77.38,7569,564,3,50,12,"Female","No","Yes","Caucasian",997 "47",19.531,5043,376,2,64,16,"Female","Yes","Yes","Asian",1241 "48",44.646,4431,320,2,49,15," Male","Yes","Yes","Caucasian",797 "49",44.522,2252,205,6,72,15," Male","No","Yes","Asian",0 "50",43.479,4569,354,4,49,13," Male","Yes","Yes","African American",902 "51",36.362,5183,376,3,49,15," Male","No","Yes","African American",654 "52",39.705,3969,301,2,27,20," Male","No","Yes","African American",211 "53",44.205,5441,394,1,32,12," Male","No","Yes","Caucasian",607 "54",16.304,5466,413,4,66,10," Male","No","Yes","Asian",957 "55",15.333,1499,138,2,47,9,"Female","No","Yes","Asian",0 "56",32.916,1786,154,2,60,8,"Female","No","Yes","Asian",0 "57",57.1,4742,372,7,79,18,"Female","No","Yes","Asian",379 "58",76.273,4779,367,4,65,14,"Female","No","Yes","Caucasian",133 "59",10.354,3480,281,2,70,17," Male","No","Yes","Caucasian",333 "60",51.872,5294,390,4,81,17,"Female","No","No","Caucasian",531 "61",35.51,5198,364,2,35,20,"Female","No","No","Asian",631 "62",21.238,3089,254,3,59,10,"Female","No","No","Caucasian",108 "63",30.682,1671,160,2,77,7,"Female","No","No","Caucasian",0 "64",14.132,2998,251,4,75,17," Male","No","No","Caucasian",133 "65",32.164,2937,223,2,79,15,"Female","No","Yes","African American",0 "66",12,4160,320,4,28,14,"Female","No","Yes","Caucasian",602 "67",113.829,9704,694,4,38,13,"Female","No","Yes","Asian",1388 "68",11.187,5099,380,4,69,16,"Female","No","No","African American",889 "69",27.847,5619,418,2,78,15,"Female","No","Yes","Caucasian",822 "70",49.502,6819,505,4,55,14," Male","No","Yes","Caucasian",1084 "71",24.889,3954,318,4,75,12," Male","No","Yes","Caucasian",357 "72",58.781,7402,538,2,81,12,"Female","No","Yes","Asian",1103 "73",22.939,4923,355,1,47,18,"Female","No","Yes","Asian",663 "74",23.989,4523,338,4,31,15," Male","No","No","Caucasian",601 "75",16.103,5390,418,4,45,10,"Female","No","Yes","Caucasian",945 "76",33.017,3180,224,2,28,16," Male","No","Yes","African American",29 "77",30.622,3293,251,1,68,16," Male","Yes","No","Caucasian",532 "78",20.936,3254,253,1,30,15,"Female","No","No","Asian",145 "79",110.968,6662,468,3,45,11,"Female","No","Yes","Caucasian",391 "80",15.354,2101,171,2,65,14," Male","No","No","Asian",0 "81",27.369,3449,288,3,40,9,"Female","No","Yes","Caucasian",162 "82",53.48,4263,317,1,83,15," Male","No","No","Caucasian",99 "83",23.672,4433,344,3,63,11," Male","No","No","Caucasian",503 "84",19.225,1433,122,3,38,14,"Female","No","No","Caucasian",0 "85",43.54,2906,232,4,69,11," Male","No","No","Caucasian",0 "86",152.298,12066,828,4,41,12,"Female","No","Yes","Asian",1779 "87",55.367,6340,448,1,33,15," Male","No","Yes","Caucasian",815 "88",11.741,2271,182,4,59,12,"Female","No","No","Asian",0 "89",15.56,4307,352,4,57,8," Male","No","Yes","African American",579 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Male","No","No","Caucasian",1050 "105",15.846,4768,365,4,53,12,"Female","No","No","Caucasian",745 "106",12.031,3182,259,2,58,18,"Female","No","Yes","Caucasian",210 "107",16.819,1337,115,2,74,15," Male","No","Yes","Asian",0 "108",39.11,3189,263,3,72,12," Male","No","No","Asian",0 "109",107.986,6033,449,4,64,14," Male","No","Yes","Caucasian",227 "110",13.561,3261,279,5,37,19," Male","No","Yes","Asian",297 "111",34.537,3271,250,3,57,17,"Female","No","Yes","Asian",47 "112",28.575,2959,231,2,60,11,"Female","No","No","African American",0 "113",46.007,6637,491,4,42,14," Male","No","Yes","Caucasian",1046 "114",69.251,6386,474,4,30,12,"Female","No","Yes","Asian",768 "115",16.482,3326,268,4,41,15," Male","No","No","Caucasian",271 "116",40.442,4828,369,5,81,8,"Female","No","No","African American",510 "117",35.177,2117,186,3,62,16,"Female","No","No","Caucasian",0 "118",91.362,9113,626,1,47,17," Male","No","Yes","Asian",1341 "119",27.039,2161,173,3,40,17,"Female","No","No","Caucasian",0 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American",1018 "135",34.664,5835,452,3,77,15,"Female","No","Yes","African American",835 "136",44.473,3500,257,3,81,16,"Female","No","No","African American",8 "137",54.663,4116,314,2,70,8,"Female","No","No","African American",75 "138",36.355,3613,278,4,35,9," Male","No","Yes","Asian",187 "139",21.374,2073,175,2,74,11,"Female","No","Yes","Caucasian",0 "140",107.841,10384,728,3,87,7," Male","No","No","African American",1597 "141",39.831,6045,459,3,32,12,"Female","Yes","Yes","African American",1425 "142",91.876,6754,483,2,33,10," Male","No","Yes","Caucasian",605 "143",103.893,7416,549,3,84,17," Male","No","No","Asian",669 "144",19.636,4896,387,3,64,10,"Female","No","No","African American",710 "145",17.392,2748,228,3,32,14," Male","No","Yes","Caucasian",68 "146",19.529,4673,341,2,51,14," Male","No","No","Asian",642 "147",17.055,5110,371,3,55,15,"Female","No","Yes","Caucasian",805 "148",23.857,1501,150,3,56,16," Male","No","Yes","Caucasian",0 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"164",13.676,2330,203,5,80,16,"Female","No","No","African American",0 "165",76.782,5977,429,4,44,12," Male","No","Yes","Asian",548 "166",25.383,4527,367,4,46,11," Male","No","Yes","Caucasian",570 "167",35.691,2880,214,2,35,15," Male","No","No","African American",0 "168",29.403,2327,178,1,37,14,"Female","No","Yes","Caucasian",0 "169",27.47,2820,219,1,32,11,"Female","No","Yes","Asian",0 "170",27.33,6179,459,4,36,12,"Female","No","Yes","Caucasian",1099 "171",34.772,2021,167,3,57,9," Male","No","No","Asian",0 "172",36.934,4270,299,1,63,9,"Female","No","Yes","Caucasian",283 "173",76.348,4697,344,4,60,18," Male","No","No","Asian",108 "174",14.887,4745,339,3,58,12," Male","No","Yes","African American",724 "175",121.834,10673,750,3,54,16," Male","No","No","African American",1573 "176",30.132,2168,206,3,52,17," Male","No","No","Caucasian",0 "177",24.05,2607,221,4,32,18," Male","No","Yes","Caucasian",0 "178",22.379,3965,292,2,34,14,"Female","No","Yes","Asian",384 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Male","No","Yes","Caucasian",823 "314",92.386,7685,534,2,75,18,"Female","No","Yes","Asian",843 "315",115.52,9272,656,2,69,14," Male","No","No","African American",1140 "316",14.479,3907,296,3,43,16," Male","No","Yes","Caucasian",463 "317",52.179,7306,522,2,57,14," Male","No","No","Asian",1142 "318",68.462,4712,340,2,71,16," Male","No","Yes","Caucasian",136 "319",18.951,1485,129,3,82,13,"Female","No","No","Caucasian",0 "320",27.59,2586,229,5,54,16," Male","No","Yes","African American",0 "321",16.279,1160,126,3,78,13," Male","Yes","Yes","African American",5 "322",25.078,3096,236,2,27,15,"Female","No","Yes","Caucasian",81 "323",27.229,3484,282,6,51,11," Male","No","No","Caucasian",265 "324",182.728,13913,982,4,98,17," Male","No","Yes","Caucasian",1999 "325",31.029,2863,223,2,66,17," Male","Yes","Yes","Asian",415 "326",17.765,5072,364,1,66,12,"Female","No","Yes","Caucasian",732 "327",125.48,10230,721,3,82,16," Male","No","Yes","Caucasian",1361 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