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2020-12-07 15:15:31 -05:00
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"","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
"30",26.813,5611,411,4,55,16,"Female","No","No","Caucasian",915
"31",34.142,5666,413,4,47,5,"Female","No","Yes","Caucasian",863
"32",28.941,2733,210,5,43,16," Male","No","Yes","Asian",0
"33",134.181,7838,563,2,48,13,"Female","No","No","Caucasian",526
"34",31.367,1829,162,4,30,10," Male","No","Yes","Caucasian",0
"35",20.15,2646,199,2,25,14,"Female","No","Yes","Asian",0
"36",23.35,2558,220,3,49,12,"Female","Yes","No","Caucasian",419
"37",62.413,6457,455,2,71,11,"Female","No","Yes","Caucasian",762
"38",30.007,6481,462,2,69,9,"Female","No","Yes","Caucasian",1093
"39",11.795,3899,300,4,25,10,"Female","No","No","Caucasian",531
"40",13.647,3461,264,4,47,14," Male","No","Yes","Caucasian",344
"41",34.95,3327,253,3,54,14,"Female","No","No","African American",50
"42",113.659,7659,538,2,66,15," Male","Yes","Yes","African American",1155
"43",44.158,4763,351,2,66,13,"Female","No","Yes","Asian",385
"44",36.929,6257,445,1,24,14,"Female","No","Yes","Asian",976
"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
"90",59.53,7518,543,3,52,9,"Female","No","No","African American",1176
"91",20.191,5767,431,4,42,16," Male","No","Yes","African American",1023
"92",48.498,6040,456,3,47,16," Male","No","Yes","Caucasian",812
"93",30.733,2832,249,4,51,13," Male","No","No","Caucasian",0
"94",16.479,5435,388,2,26,16," Male","No","No","African American",937
"95",38.009,3075,245,3,45,15,"Female","No","No","African American",0
"96",14.084,855,120,5,46,17,"Female","No","Yes","African American",0
"97",14.312,5382,367,1,59,17," Male","Yes","No","Asian",1380
"98",26.067,3388,266,4,74,17,"Female","No","Yes","African American",155
"99",36.295,2963,241,2,68,14,"Female","Yes","No","African American",375
"100",83.851,8494,607,5,47,18," Male","No","No","Caucasian",1311
"101",21.153,3736,256,1,41,11," Male","No","No","Caucasian",298
"102",17.976,2433,190,3,70,16,"Female","Yes","No","Caucasian",431
"103",68.713,7582,531,2,56,16," Male","Yes","No","Caucasian",1587
"104",146.183,9540,682,6,66,15," 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
"120",23.012,1410,137,3,81,16," Male","No","No","Caucasian",0
"121",27.241,1402,128,2,67,15,"Female","No","Yes","Asian",0
"122",148.08,8157,599,2,83,13," Male","No","Yes","Caucasian",454
"123",62.602,7056,481,1,84,11,"Female","No","No","Caucasian",904
"124",11.808,1300,117,3,77,14,"Female","No","No","African American",0
"125",29.564,2529,192,1,30,12,"Female","No","Yes","Caucasian",0
"126",27.578,2531,195,1,34,15,"Female","No","Yes","Caucasian",0
"127",26.427,5533,433,5,50,15,"Female","Yes","Yes","Asian",1404
"128",57.202,3411,259,3,72,11,"Female","No","No","Caucasian",0
"129",123.299,8376,610,2,89,17," Male","Yes","No","African American",1259
"130",18.145,3461,279,3,56,15," Male","No","Yes","African American",255
"131",23.793,3821,281,4,56,12,"Female","Yes","Yes","African American",868
"132",10.726,1568,162,5,46,19," Male","No","Yes","Asian",0
"133",23.283,5443,407,4,49,13," Male","No","Yes","African American",912
"134",21.455,5829,427,4,80,12,"Female","No","Yes","African 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
"149",15.184,2420,192,2,69,11,"Female","No","Yes","Caucasian",0
"150",13.444,886,121,5,44,10," Male","No","Yes","Asian",0
"151",63.931,5728,435,3,28,14,"Female","No","Yes","African American",581
"152",35.864,4831,353,3,66,13,"Female","No","Yes","Caucasian",534
"153",41.419,2120,184,4,24,11,"Female","Yes","No","Caucasian",156
"154",92.112,4612,344,3,32,17," Male","No","No","Caucasian",0
"155",55.056,3155,235,2,31,16," Male","No","Yes","African American",0
"156",19.537,1362,143,4,34,9,"Female","No","Yes","Asian",0
"157",31.811,4284,338,5,75,13,"Female","No","Yes","Caucasian",429
"158",56.256,5521,406,2,72,16,"Female","Yes","Yes","Caucasian",1020
"159",42.357,5550,406,2,83,12,"Female","No","Yes","Asian",653
"160",53.319,3000,235,3,53,13," Male","No","No","Asian",0
"161",12.238,4865,381,5,67,11,"Female","No","No","Caucasian",836
"162",31.353,1705,160,3,81,14," Male","No","Yes","Caucasian",0
"163",63.809,7530,515,1,56,12," Male","No","Yes","Caucasian",1086
"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
"179",28.316,4391,316,2,29,10,"Female","No","No","Caucasian",453
"180",58.026,7499,560,5,67,11,"Female","No","No","Caucasian",1237
"181",10.635,3584,294,5,69,16," Male","No","Yes","Asian",423
"182",46.102,5180,382,3,81,12," Male","No","Yes","African American",516
"183",58.929,6420,459,2,66,9,"Female","No","Yes","African American",789
"184",80.861,4090,335,3,29,15,"Female","No","Yes","Asian",0
"185",158.889,11589,805,1,62,17,"Female","No","Yes","Caucasian",1448
"186",30.42,4442,316,1,30,14,"Female","No","No","African American",450
"187",36.472,3806,309,2,52,13," Male","No","No","African American",188
"188",23.365,2179,167,2,75,15," Male","No","No","Asian",0
"189",83.869,7667,554,2,83,11," Male","No","No","African American",930
"190",58.351,4411,326,2,85,16,"Female","No","Yes","Caucasian",126
"191",55.187,5352,385,4,50,17,"Female","No","Yes","Caucasian",538
"192",124.29,9560,701,3,52,17,"Female","Yes","No","Asian",1687
"193",28.508,3933,287,4,56,14," Male","No","Yes","Asian",336
"194",130.209,10088,730,7,39,19,"Female","No","Yes","Caucasian",1426
"195",30.406,2120,181,2,79,14," Male","No","Yes","African American",0
"196",23.883,5384,398,2,73,16,"Female","No","Yes","African American",802
"197",93.039,7398,517,1,67,12," Male","No","Yes","African American",749
"198",50.699,3977,304,2,84,17,"Female","No","No","African American",69
"199",27.349,2000,169,4,51,16,"Female","No","Yes","African American",0
"200",10.403,4159,310,3,43,7," Male","No","Yes","Asian",571
"201",23.949,5343,383,2,40,18," Male","No","Yes","African American",829
"202",73.914,7333,529,6,67,15,"Female","No","Yes","Caucasian",1048
"203",21.038,1448,145,2,58,13,"Female","No","Yes","Caucasian",0
"204",68.206,6784,499,5,40,16,"Female","Yes","No","African American",1411
"205",57.337,5310,392,2,45,7,"Female","No","No","Caucasian",456
"206",10.793,3878,321,8,29,13," Male","No","No","Caucasian",638
"207",23.45,2450,180,2,78,13," Male","No","No","Caucasian",0
"208",10.842,4391,358,5,37,10,"Female","Yes","Yes","Caucasian",1216
"209",51.345,4327,320,3,46,15," Male","No","No","African American",230
"210",151.947,9156,642,2,91,11,"Female","No","Yes","African American",732
"211",24.543,3206,243,2,62,12,"Female","No","Yes","Caucasian",95
"212",29.567,5309,397,3,25,15," Male","No","No","Caucasian",799
"213",39.145,4351,323,2,66,13," Male","No","Yes","Caucasian",308
"214",39.422,5245,383,2,44,19," Male","No","No","African American",637
"215",34.909,5289,410,2,62,16,"Female","No","Yes","Caucasian",681
"216",41.025,4229,337,3,79,19,"Female","No","Yes","Caucasian",246
"217",15.476,2762,215,3,60,18," Male","No","No","Asian",52
"218",12.456,5395,392,3,65,14," Male","No","Yes","Caucasian",955
"219",10.627,1647,149,2,71,10,"Female","Yes","Yes","Asian",195
"220",38.954,5222,370,4,76,13,"Female","No","No","Caucasian",653
"221",44.847,5765,437,3,53,13,"Female","Yes","No","Asian",1246
"222",98.515,8760,633,5,78,11,"Female","No","No","African American",1230
"223",33.437,6207,451,4,44,9," Male","Yes","No","Caucasian",1549
"224",27.512,4613,344,5,72,17," Male","No","Yes","Asian",573
"225",121.709,7818,584,4,50,6," Male","No","Yes","Caucasian",701
"226",15.079,5673,411,4,28,15,"Female","No","Yes","Asian",1075
"227",59.879,6906,527,6,78,15,"Female","No","No","Caucasian",1032
"228",66.989,5614,430,3,47,14,"Female","No","Yes","Caucasian",482
"229",69.165,4668,341,2,34,11,"Female","No","No","African American",156
"230",69.943,7555,547,3,76,9," Male","No","Yes","Asian",1058
"231",33.214,5137,387,3,59,9," Male","No","No","African American",661
"232",25.124,4776,378,4,29,12," Male","No","Yes","Caucasian",657
"233",15.741,4788,360,1,39,14," Male","No","Yes","Asian",689
"234",11.603,2278,187,3,71,11," Male","No","Yes","Caucasian",0
"235",69.656,8244,579,3,41,14," Male","No","Yes","African American",1329
"236",10.503,2923,232,3,25,18,"Female","No","Yes","African American",191
"237",42.529,4986,369,2,37,11," Male","No","Yes","Asian",489
"238",60.579,5149,388,5,38,15," Male","No","Yes","Asian",443
"239",26.532,2910,236,6,58,19,"Female","No","Yes","Caucasian",52
"240",27.952,3557,263,1,35,13,"Female","No","Yes","Asian",163
"241",29.705,3351,262,5,71,14,"Female","No","Yes","Asian",148
"242",15.602,906,103,2,36,11," Male","No","Yes","African American",0
"243",20.918,1233,128,3,47,18,"Female","Yes","Yes","Asian",16
"244",58.165,6617,460,1,56,12,"Female","No","Yes","Caucasian",856
"245",22.561,1787,147,4,66,15,"Female","No","No","Caucasian",0
"246",34.509,2001,189,5,80,18,"Female","No","Yes","African American",0
"247",19.588,3211,265,4,59,14,"Female","No","No","Asian",199
"248",36.364,2220,188,3,50,19," Male","No","No","Caucasian",0
"249",15.717,905,93,1,38,16," Male","Yes","Yes","Caucasian",0
"250",22.574,1551,134,3,43,13,"Female","Yes","Yes","Caucasian",98
"251",10.363,2430,191,2,47,18,"Female","No","Yes","Asian",0
"252",28.474,3202,267,5,66,12," Male","No","Yes","Caucasian",132
"253",72.945,8603,621,3,64,8,"Female","No","No","Caucasian",1355
"254",85.425,5182,402,6,60,12," Male","No","Yes","African American",218
"255",36.508,6386,469,4,79,6,"Female","No","Yes","Caucasian",1048
"256",58.063,4221,304,3,50,8," Male","No","No","African American",118
"257",25.936,1774,135,2,71,14,"Female","No","No","Asian",0
"258",15.629,2493,186,1,60,14," Male","No","Yes","Asian",0
"259",41.4,2561,215,2,36,14," Male","No","Yes","Caucasian",0
"260",33.657,6196,450,6,55,9,"Female","No","No","Caucasian",1092
"261",67.937,5184,383,4,63,12," Male","No","Yes","Asian",345
"262",180.379,9310,665,3,67,8,"Female","Yes","Yes","Asian",1050
"263",10.588,4049,296,1,66,13,"Female","No","Yes","Caucasian",465
"264",29.725,3536,270,2,52,15,"Female","No","No","African American",133
"265",27.999,5107,380,1,55,10," Male","No","Yes","Caucasian",651
"266",40.885,5013,379,3,46,13,"Female","No","Yes","African American",549
"267",88.83,4952,360,4,86,16,"Female","No","Yes","Caucasian",15
"268",29.638,5833,433,3,29,15,"Female","No","Yes","Asian",942
"269",25.988,1349,142,4,82,12," Male","No","No","Caucasian",0
"270",39.055,5565,410,4,48,18,"Female","No","Yes","Caucasian",772
"271",15.866,3085,217,1,39,13," Male","No","No","Caucasian",136
"272",44.978,4866,347,1,30,10,"Female","No","No","Caucasian",436
"273",30.413,3690,299,2,25,15,"Female","Yes","No","Asian",728
"274",16.751,4706,353,6,48,14," Male","Yes","No","Asian",1255
"275",30.55,5869,439,5,81,9,"Female","No","No","African American",967
"276",163.329,8732,636,3,50,14," Male","No","Yes","Caucasian",529
"277",23.106,3476,257,2,50,15,"Female","No","No","Caucasian",209
"278",41.532,5000,353,2,50,12," Male","No","Yes","Caucasian",531
"279",128.04,6982,518,2,78,11,"Female","No","Yes","Caucasian",250
"280",54.319,3063,248,3,59,8,"Female","Yes","No","Caucasian",269
"281",53.401,5319,377,3,35,12,"Female","No","No","African American",541
"282",36.142,1852,183,3,33,13,"Female","No","No","African American",0
"283",63.534,8100,581,2,50,17,"Female","No","Yes","Caucasian",1298
"284",49.927,6396,485,3,75,17,"Female","No","Yes","Caucasian",890
"285",14.711,2047,167,2,67,6," Male","No","Yes","Caucasian",0
"286",18.967,1626,156,2,41,11,"Female","No","Yes","Asian",0
"287",18.036,1552,142,2,48,15,"Female","No","No","Caucasian",0
"288",60.449,3098,272,4,69,8," Male","No","Yes","Caucasian",0
"289",16.711,5274,387,3,42,16,"Female","No","Yes","Asian",863
"290",10.852,3907,296,2,30,9," Male","No","No","Caucasian",485
"291",26.37,3235,268,5,78,11," Male","No","Yes","Asian",159
"292",24.088,3665,287,4,56,13,"Female","No","Yes","Caucasian",309
"293",51.532,5096,380,2,31,15," Male","No","Yes","Caucasian",481
"294",140.672,11200,817,7,46,9," Male","No","Yes","African American",1677
"295",42.915,2532,205,4,42,13," Male","No","Yes","Asian",0
"296",27.272,1389,149,5,67,10,"Female","No","Yes","Caucasian",0
"297",65.896,5140,370,1,49,17,"Female","No","Yes","Caucasian",293
"298",55.054,4381,321,3,74,17," Male","No","Yes","Asian",188
"299",20.791,2672,204,1,70,18,"Female","No","No","African American",0
"300",24.919,5051,372,3,76,11,"Female","No","Yes","African American",711
"301",21.786,4632,355,1,50,17," Male","No","Yes","Caucasian",580
"302",31.335,3526,289,3,38,7,"Female","No","No","Caucasian",172
"303",59.855,4964,365,1,46,13,"Female","No","Yes","Caucasian",295
"304",44.061,4970,352,1,79,11," Male","No","Yes","African American",414
"305",82.706,7506,536,2,64,13,"Female","No","Yes","Asian",905
"306",24.46,1924,165,2,50,14,"Female","No","Yes","Asian",0
"307",45.12,3762,287,3,80,8," Male","No","Yes","Caucasian",70
"308",75.406,3874,298,3,41,14,"Female","No","Yes","Asian",0
"309",14.956,4640,332,2,33,6," Male","No","No","Asian",681
"310",75.257,7010,494,3,34,18,"Female","No","Yes","Caucasian",885
"311",33.694,4891,369,1,52,16," Male","Yes","No","African American",1036
"312",23.375,5429,396,3,57,15,"Female","No","Yes","Caucasian",844
"313",27.825,5227,386,6,63,11," 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
"328",49.166,6662,508,3,68,14,"Female","No","No","Asian",984
"329",41.192,3673,297,3,54,16,"Female","No","Yes","Caucasian",121
"330",94.193,7576,527,2,44,16,"Female","No","Yes","Caucasian",846
"331",20.405,4543,329,2,72,17," Male","Yes","No","Asian",1054
"332",12.581,3976,291,2,48,16," Male","No","Yes","Caucasian",474
"333",62.328,5228,377,3,83,15," Male","No","No","Caucasian",380
"334",21.011,3402,261,2,68,17," Male","No","Yes","African American",182
"335",24.23,4756,351,2,64,15,"Female","No","Yes","Caucasian",594
"336",24.314,3409,270,2,23,7,"Female","No","Yes","Caucasian",194
"337",32.856,5884,438,4,68,13," Male","No","No","Caucasian",926
"338",12.414,855,119,3,32,12," Male","No","Yes","African American",0
"339",41.365,5303,377,1,45,14," Male","No","No","Caucasian",606
"340",149.316,10278,707,1,80,16," Male","No","No","African American",1107
"341",27.794,3807,301,4,35,8,"Female","No","Yes","African American",320
"342",13.234,3922,299,2,77,17,"Female","No","Yes","Caucasian",426
"343",14.595,2955,260,5,37,9," Male","No","Yes","African American",204
"344",10.735,3746,280,2,44,17,"Female","No","Yes","Caucasian",410
"345",48.218,5199,401,7,39,10," Male","No","Yes","Asian",633
"346",30.012,1511,137,2,33,17," Male","No","Yes","Caucasian",0
"347",21.551,5380,420,5,51,18," Male","No","Yes","Asian",907
"348",160.231,10748,754,2,69,17," Male","No","No","Caucasian",1192
"349",13.433,1134,112,3,70,14," Male","No","Yes","Caucasian",0
"350",48.577,5145,389,3,71,13,"Female","No","Yes","Asian",503
"351",30.002,1561,155,4,70,13,"Female","No","Yes","Caucasian",0
"352",61.62,5140,374,1,71,9," Male","No","Yes","Caucasian",302
"353",104.483,7140,507,2,41,14," Male","No","Yes","African American",583
"354",41.868,4716,342,2,47,18," Male","No","No","Caucasian",425
"355",12.068,3873,292,1,44,18,"Female","No","Yes","Asian",413
"356",180.682,11966,832,2,58,8,"Female","No","Yes","African American",1405
"357",34.48,6090,442,3,36,14," Male","No","No","Caucasian",962
"358",39.609,2539,188,1,40,14," Male","No","Yes","Asian",0
"359",30.111,4336,339,1,81,18," Male","No","Yes","Caucasian",347
"360",12.335,4471,344,3,79,12," Male","No","Yes","African American",611
"361",53.566,5891,434,4,82,10,"Female","No","No","Caucasian",712
"362",53.217,4943,362,2,46,16,"Female","No","Yes","Asian",382
"363",26.162,5101,382,3,62,19,"Female","No","No","African American",710
"364",64.173,6127,433,1,80,10," Male","No","Yes","Caucasian",578
"365",128.669,9824,685,3,67,16," Male","No","Yes","Asian",1243
"366",113.772,6442,489,4,69,15," Male","Yes","Yes","Caucasian",790
"367",61.069,7871,564,3,56,14," Male","No","Yes","Caucasian",1264
"368",23.793,3615,263,2,70,14," Male","No","No","African American",216
"369",89,5759,440,3,37,6,"Female","No","No","Caucasian",345
"370",71.682,8028,599,3,57,16," Male","No","Yes","Caucasian",1208
"371",35.61,6135,466,4,40,12," Male","No","No","Caucasian",992
"372",39.116,2150,173,4,75,15," Male","No","No","Caucasian",0
"373",19.782,3782,293,2,46,16,"Female","Yes","No","Caucasian",840
"374",55.412,5354,383,2,37,16,"Female","Yes","Yes","Caucasian",1003
"375",29.4,4840,368,3,76,18,"Female","No","Yes","Caucasian",588
"376",20.974,5673,413,5,44,16,"Female","No","Yes","Caucasian",1000
"377",87.625,7167,515,2,46,10,"Female","No","No","African American",767
"378",28.144,1567,142,3,51,10," Male","No","Yes","Caucasian",0
"379",19.349,4941,366,1,33,19," Male","No","Yes","Caucasian",717
"380",53.308,2860,214,1,84,10," Male","No","Yes","Caucasian",0
"381",115.123,7760,538,3,83,14,"Female","No","No","African American",661
"382",101.788,8029,574,2,84,11," Male","No","Yes","Caucasian",849
"383",24.824,5495,409,1,33,9," Male","Yes","No","Caucasian",1352
"384",14.292,3274,282,9,64,9," Male","No","Yes","Caucasian",382
"385",20.088,1870,180,3,76,16," Male","No","No","African American",0
"386",26.4,5640,398,3,58,15,"Female","No","No","Asian",905
"387",19.253,3683,287,4,57,10," Male","No","No","African American",371
"388",16.529,1357,126,3,62,9," Male","No","No","Asian",0
"389",37.878,6827,482,2,80,13,"Female","No","No","Caucasian",1129
"390",83.948,7100,503,2,44,18," Male","No","No","Caucasian",806
"391",135.118,10578,747,3,81,15,"Female","No","Yes","Asian",1393
"392",73.327,6555,472,2,43,15,"Female","No","No","Caucasian",721
"393",25.974,2308,196,2,24,10," Male","No","No","Asian",0
"394",17.316,1335,138,2,65,13," Male","No","No","African American",0
"395",49.794,5758,410,4,40,8," Male","No","No","Caucasian",734
"396",12.096,4100,307,3,32,13," Male","No","Yes","Caucasian",560
"397",13.364,3838,296,5,65,17," Male","No","No","African American",480
"398",57.872,4171,321,5,67,12,"Female","No","Yes","Caucasian",138
"399",37.728,2525,192,1,44,13," Male","No","Yes","Caucasian",0
"400",18.701,5524,415,5,64,7,"Female","No","No","Asian",966
1 Income Limit Rating Cards Age Education Gender Student Married Ethnicity Balance
2 1 14.891 3606 283 2 34 11 Male No Yes Caucasian 333
3 2 106.025 6645 483 3 82 15 Female Yes Yes Asian 903
4 3 104.593 7075 514 4 71 11 Male No No Asian 580
5 4 148.924 9504 681 3 36 11 Female No No Asian 964
6 5 55.882 4897 357 2 68 16 Male No Yes Caucasian 331
7 6 80.18 8047 569 4 77 10 Male No No Caucasian 1151
8 7 20.996 3388 259 2 37 12 Female No No African American 203
9 8 71.408 7114 512 2 87 9 Male No No Asian 872
10 9 15.125 3300 266 5 66 13 Female No No Caucasian 279
11 10 71.061 6819 491 3 41 19 Female Yes Yes African American 1350
12 11 63.095 8117 589 4 30 14 Male No Yes Caucasian 1407
13 12 15.045 1311 138 3 64 16 Male No No Caucasian 0
14 13 80.616 5308 394 1 57 7 Female No Yes Asian 204
15 14 43.682 6922 511 1 49 9 Male No Yes Caucasian 1081
16 15 19.144 3291 269 2 75 13 Female No No African American 148
17 16 20.089 2525 200 3 57 15 Female No Yes African American 0
18 17 53.598 3714 286 3 73 17 Female No Yes African American 0
19 18 36.496 4378 339 3 69 15 Female No Yes Asian 368
20 19 49.57 6384 448 1 28 9 Female No Yes Asian 891
21 20 42.079 6626 479 2 44 9 Male No No Asian 1048
22 21 17.7 2860 235 4 63 16 Female No No Asian 89
23 22 37.348 6378 458 1 72 17 Female No No Caucasian 968
24 23 20.103 2631 213 3 61 10 Male No Yes African American 0
25 24 64.027 5179 398 5 48 8 Male No Yes African American 411
26 25 10.742 1757 156 3 57 15 Female No No Caucasian 0
27 26 14.09 4323 326 5 25 16 Female No Yes African American 671
28 27 42.471 3625 289 6 44 12 Female Yes No Caucasian 654
29 28 32.793 4534 333 2 44 16 Male No No African American 467
30 29 186.634 13414 949 2 41 14 Female No Yes African American 1809
31 30 26.813 5611 411 4 55 16 Female No No Caucasian 915
32 31 34.142 5666 413 4 47 5 Female No Yes Caucasian 863
33 32 28.941 2733 210 5 43 16 Male No Yes Asian 0
34 33 134.181 7838 563 2 48 13 Female No No Caucasian 526
35 34 31.367 1829 162 4 30 10 Male No Yes Caucasian 0
36 35 20.15 2646 199 2 25 14 Female No Yes Asian 0
37 36 23.35 2558 220 3 49 12 Female Yes No Caucasian 419
38 37 62.413 6457 455 2 71 11 Female No Yes Caucasian 762
39 38 30.007 6481 462 2 69 9 Female No Yes Caucasian 1093
40 39 11.795 3899 300 4 25 10 Female No No Caucasian 531
41 40 13.647 3461 264 4 47 14 Male No Yes Caucasian 344
42 41 34.95 3327 253 3 54 14 Female No No African American 50
43 42 113.659 7659 538 2 66 15 Male Yes Yes African American 1155
44 43 44.158 4763 351 2 66 13 Female No Yes Asian 385
45 44 36.929 6257 445 1 24 14 Female No Yes Asian 976
46 45 31.861 6375 469 3 25 16 Female No Yes Caucasian 1120
47 46 77.38 7569 564 3 50 12 Female No Yes Caucasian 997
48 47 19.531 5043 376 2 64 16 Female Yes Yes Asian 1241
49 48 44.646 4431 320 2 49 15 Male Yes Yes Caucasian 797
50 49 44.522 2252 205 6 72 15 Male No Yes Asian 0
51 50 43.479 4569 354 4 49 13 Male Yes Yes African American 902
52 51 36.362 5183 376 3 49 15 Male No Yes African American 654
53 52 39.705 3969 301 2 27 20 Male No Yes African American 211
54 53 44.205 5441 394 1 32 12 Male No Yes Caucasian 607
55 54 16.304 5466 413 4 66 10 Male No Yes Asian 957
56 55 15.333 1499 138 2 47 9 Female No Yes Asian 0
57 56 32.916 1786 154 2 60 8 Female No Yes Asian 0
58 57 57.1 4742 372 7 79 18 Female No Yes Asian 379
59 58 76.273 4779 367 4 65 14 Female No Yes Caucasian 133
60 59 10.354 3480 281 2 70 17 Male No Yes Caucasian 333
61 60 51.872 5294 390 4 81 17 Female No No Caucasian 531
62 61 35.51 5198 364 2 35 20 Female No No Asian 631
63 62 21.238 3089 254 3 59 10 Female No No Caucasian 108
64 63 30.682 1671 160 2 77 7 Female No No Caucasian 0
65 64 14.132 2998 251 4 75 17 Male No No Caucasian 133
66 65 32.164 2937 223 2 79 15 Female No Yes African American 0
67 66 12 4160 320 4 28 14 Female No Yes Caucasian 602
68 67 113.829 9704 694 4 38 13 Female No Yes Asian 1388
69 68 11.187 5099 380 4 69 16 Female No No African American 889
70 69 27.847 5619 418 2 78 15 Female No Yes Caucasian 822
71 70 49.502 6819 505 4 55 14 Male No Yes Caucasian 1084
72 71 24.889 3954 318 4 75 12 Male No Yes Caucasian 357
73 72 58.781 7402 538 2 81 12 Female No Yes Asian 1103
74 73 22.939 4923 355 1 47 18 Female No Yes Asian 663
75 74 23.989 4523 338 4 31 15 Male No No Caucasian 601
76 75 16.103 5390 418 4 45 10 Female No Yes Caucasian 945
77 76 33.017 3180 224 2 28 16 Male No Yes African American 29
78 77 30.622 3293 251 1 68 16 Male Yes No Caucasian 532
79 78 20.936 3254 253 1 30 15 Female No No Asian 145
80 79 110.968 6662 468 3 45 11 Female No Yes Caucasian 391
81 80 15.354 2101 171 2 65 14 Male No No Asian 0
82 81 27.369 3449 288 3 40 9 Female No Yes Caucasian 162
83 82 53.48 4263 317 1 83 15 Male No No Caucasian 99
84 83 23.672 4433 344 3 63 11 Male No No Caucasian 503
85 84 19.225 1433 122 3 38 14 Female No No Caucasian 0
86 85 43.54 2906 232 4 69 11 Male No No Caucasian 0
87 86 152.298 12066 828 4 41 12 Female No Yes Asian 1779
88 87 55.367 6340 448 1 33 15 Male No Yes Caucasian 815
89 88 11.741 2271 182 4 59 12 Female No No Asian 0
90 89 15.56 4307 352 4 57 8 Male No Yes African American 579
91 90 59.53 7518 543 3 52 9 Female No No African American 1176
92 91 20.191 5767 431 4 42 16 Male No Yes African American 1023
93 92 48.498 6040 456 3 47 16 Male No Yes Caucasian 812
94 93 30.733 2832 249 4 51 13 Male No No Caucasian 0
95 94 16.479 5435 388 2 26 16 Male No No African American 937
96 95 38.009 3075 245 3 45 15 Female No No African American 0
97 96 14.084 855 120 5 46 17 Female No Yes African American 0
98 97 14.312 5382 367 1 59 17 Male Yes No Asian 1380
99 98 26.067 3388 266 4 74 17 Female No Yes African American 155
100 99 36.295 2963 241 2 68 14 Female Yes No African American 375
101 100 83.851 8494 607 5 47 18 Male No No Caucasian 1311
102 101 21.153 3736 256 1 41 11 Male No No Caucasian 298
103 102 17.976 2433 190 3 70 16 Female Yes No Caucasian 431
104 103 68.713 7582 531 2 56 16 Male Yes No Caucasian 1587
105 104 146.183 9540 682 6 66 15 Male No No Caucasian 1050
106 105 15.846 4768 365 4 53 12 Female No No Caucasian 745
107 106 12.031 3182 259 2 58 18 Female No Yes Caucasian 210
108 107 16.819 1337 115 2 74 15 Male No Yes Asian 0
109 108 39.11 3189 263 3 72 12 Male No No Asian 0
110 109 107.986 6033 449 4 64 14 Male No Yes Caucasian 227
111 110 13.561 3261 279 5 37 19 Male No Yes Asian 297
112 111 34.537 3271 250 3 57 17 Female No Yes Asian 47
113 112 28.575 2959 231 2 60 11 Female No No African American 0
114 113 46.007 6637 491 4 42 14 Male No Yes Caucasian 1046
115 114 69.251 6386 474 4 30 12 Female No Yes Asian 768
116 115 16.482 3326 268 4 41 15 Male No No Caucasian 271
117 116 40.442 4828 369 5 81 8 Female No No African American 510
118 117 35.177 2117 186 3 62 16 Female No No Caucasian 0
119 118 91.362 9113 626 1 47 17 Male No Yes Asian 1341
120 119 27.039 2161 173 3 40 17 Female No No Caucasian 0
121 120 23.012 1410 137 3 81 16 Male No No Caucasian 0
122 121 27.241 1402 128 2 67 15 Female No Yes Asian 0
123 122 148.08 8157 599 2 83 13 Male No Yes Caucasian 454
124 123 62.602 7056 481 1 84 11 Female No No Caucasian 904
125 124 11.808 1300 117 3 77 14 Female No No African American 0
126 125 29.564 2529 192 1 30 12 Female No Yes Caucasian 0
127 126 27.578 2531 195 1 34 15 Female No Yes Caucasian 0
128 127 26.427 5533 433 5 50 15 Female Yes Yes Asian 1404
129 128 57.202 3411 259 3 72 11 Female No No Caucasian 0
130 129 123.299 8376 610 2 89 17 Male Yes No African American 1259
131 130 18.145 3461 279 3 56 15 Male No Yes African American 255
132 131 23.793 3821 281 4 56 12 Female Yes Yes African American 868
133 132 10.726 1568 162 5 46 19 Male No Yes Asian 0
134 133 23.283 5443 407 4 49 13 Male No Yes African American 912
135 134 21.455 5829 427 4 80 12 Female No Yes African American 1018
136 135 34.664 5835 452 3 77 15 Female No Yes African American 835
137 136 44.473 3500 257 3 81 16 Female No No African American 8
138 137 54.663 4116 314 2 70 8 Female No No African American 75
139 138 36.355 3613 278 4 35 9 Male No Yes Asian 187
140 139 21.374 2073 175 2 74 11 Female No Yes Caucasian 0
141 140 107.841 10384 728 3 87 7 Male No No African American 1597
142 141 39.831 6045 459 3 32 12 Female Yes Yes African American 1425
143 142 91.876 6754 483 2 33 10 Male No Yes Caucasian 605
144 143 103.893 7416 549 3 84 17 Male No No Asian 669
145 144 19.636 4896 387 3 64 10 Female No No African American 710
146 145 17.392 2748 228 3 32 14 Male No Yes Caucasian 68
147 146 19.529 4673 341 2 51 14 Male No No Asian 642
148 147 17.055 5110 371 3 55 15 Female No Yes Caucasian 805
149 148 23.857 1501 150 3 56 16 Male No Yes Caucasian 0
150 149 15.184 2420 192 2 69 11 Female No Yes Caucasian 0
151 150 13.444 886 121 5 44 10 Male No Yes Asian 0
152 151 63.931 5728 435 3 28 14 Female No Yes African American 581
153 152 35.864 4831 353 3 66 13 Female No Yes Caucasian 534
154 153 41.419 2120 184 4 24 11 Female Yes No Caucasian 156
155 154 92.112 4612 344 3 32 17 Male No No Caucasian 0
156 155 55.056 3155 235 2 31 16 Male No Yes African American 0
157 156 19.537 1362 143 4 34 9 Female No Yes Asian 0
158 157 31.811 4284 338 5 75 13 Female No Yes Caucasian 429
159 158 56.256 5521 406 2 72 16 Female Yes Yes Caucasian 1020
160 159 42.357 5550 406 2 83 12 Female No Yes Asian 653
161 160 53.319 3000 235 3 53 13 Male No No Asian 0
162 161 12.238 4865 381 5 67 11 Female No No Caucasian 836
163 162 31.353 1705 160 3 81 14 Male No Yes Caucasian 0
164 163 63.809 7530 515 1 56 12 Male No Yes Caucasian 1086
165 164 13.676 2330 203 5 80 16 Female No No African American 0
166 165 76.782 5977 429 4 44 12 Male No Yes Asian 548
167 166 25.383 4527 367 4 46 11 Male No Yes Caucasian 570
168 167 35.691 2880 214 2 35 15 Male No No African American 0
169 168 29.403 2327 178 1 37 14 Female No Yes Caucasian 0
170 169 27.47 2820 219 1 32 11 Female No Yes Asian 0
171 170 27.33 6179 459 4 36 12 Female No Yes Caucasian 1099
172 171 34.772 2021 167 3 57 9 Male No No Asian 0
173 172 36.934 4270 299 1 63 9 Female No Yes Caucasian 283
174 173 76.348 4697 344 4 60 18 Male No No Asian 108
175 174 14.887 4745 339 3 58 12 Male No Yes African American 724
176 175 121.834 10673 750 3 54 16 Male No No African American 1573
177 176 30.132 2168 206 3 52 17 Male No No Caucasian 0
178 177 24.05 2607 221 4 32 18 Male No Yes Caucasian 0
179 178 22.379 3965 292 2 34 14 Female No Yes Asian 384
180 179 28.316 4391 316 2 29 10 Female No No Caucasian 453
181 180 58.026 7499 560 5 67 11 Female No No Caucasian 1237
182 181 10.635 3584 294 5 69 16 Male No Yes Asian 423
183 182 46.102 5180 382 3 81 12 Male No Yes African American 516
184 183 58.929 6420 459 2 66 9 Female No Yes African American 789
185 184 80.861 4090 335 3 29 15 Female No Yes Asian 0
186 185 158.889 11589 805 1 62 17 Female No Yes Caucasian 1448
187 186 30.42 4442 316 1 30 14 Female No No African American 450
188 187 36.472 3806 309 2 52 13 Male No No African American 188
189 188 23.365 2179 167 2 75 15 Male No No Asian 0
190 189 83.869 7667 554 2 83 11 Male No No African American 930
191 190 58.351 4411 326 2 85 16 Female No Yes Caucasian 126
192 191 55.187 5352 385 4 50 17 Female No Yes Caucasian 538
193 192 124.29 9560 701 3 52 17 Female Yes No Asian 1687
194 193 28.508 3933 287 4 56 14 Male No Yes Asian 336
195 194 130.209 10088 730 7 39 19 Female No Yes Caucasian 1426
196 195 30.406 2120 181 2 79 14 Male No Yes African American 0
197 196 23.883 5384 398 2 73 16 Female No Yes African American 802
198 197 93.039 7398 517 1 67 12 Male No Yes African American 749
199 198 50.699 3977 304 2 84 17 Female No No African American 69
200 199 27.349 2000 169 4 51 16 Female No Yes African American 0
201 200 10.403 4159 310 3 43 7 Male No Yes Asian 571
202 201 23.949 5343 383 2 40 18 Male No Yes African American 829
203 202 73.914 7333 529 6 67 15 Female No Yes Caucasian 1048
204 203 21.038 1448 145 2 58 13 Female No Yes Caucasian 0
205 204 68.206 6784 499 5 40 16 Female Yes No African American 1411
206 205 57.337 5310 392 2 45 7 Female No No Caucasian 456
207 206 10.793 3878 321 8 29 13 Male No No Caucasian 638
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