CC_data

,Male,Age,Debt,Married,BankCustomer,EducationLevel,Ethnicity,YearsEmployed,PriorDefault,Employed,CreditScore,DriversLicense,Citizen,ZipCode,Income,Approved
0,b,30.83,0.0,u,g,w,v,1.25,t,t,1,f,g,202,0,+
1,a,58.67,4.46,u,g,q,h,3.04,t,t,6,f,g,43,560,+
2,a,24.5,0.5,u,g,q,h,1.5,t,f,0,f,g,280,824,+
3,b,27.83,1.54,u,g,w,v,3.75,t,t,5,t,g,100,3,+
4,b,20.17,5.625,u,g,w,v,1.71,t,f,0,f,s,120,0,+
5,b,32.08,4.0,u,g,m,v,2.5,t,f,0,t,g,360,0,+
6,b,33.17,1.04,u,g,r,h,6.5,t,f,0,t,g,164,31285,+
7,a,22.92,11.585,u,g,cc,v,0.04,t,f,0,f,g,80,1349,+
8,b,54.42,0.5,y,p,k,h,3.96,t,f,0,f,g,180,314,+
9,b,42.5,4.915,y,p,w,v,3.165,t,f,0,t,g,52,1442,+
10,b,22.08,0.83,u,g,c,h,2.165,f,f,0,t,g,128,0,+
11,b,29.92,1.835,u,g,c,h,4.335,t,f,0,f,g,260,200,+
12,a,38.25,6.0,u,g,k,v,1.0,t,f,0,t,g,0,0,+
13,b,48.08,6.04,u,g,k,v,0.04,f,f,0,f,g,0,2690,+
14,a,45.83,10.5,u,g,q,v,5.0,t,t,7,t,g,0,0,+
15,b,36.67,4.415,y,p,k,v,0.25,t,t,10,t,g,320,0,+
16,b,28.25,0.875,u,g,m,v,0.96,t,t,3,t,g,396,0,+
17,a,23.25,5.875,u,g,q,v,3.17,t,t,10,f,g,120,245,+
18,b,21.83,0.25,u,g,d,h,0.665,t,f,0,t,g,0,0,+
19,a,19.17,8.585,u,g,cc,h,0.75,t,t,7,f,g,96,0,+
20,b,25,11.25,u,g,c,v,2.5,t,t,17,f,g,200,1208,+
21,b,23.25,1.0,u,g,c,v,0.835,t,f,0,f,s,300,0,+
22,a,47.75,8.0,u,g,c,v,7.875,t,t,6,t,g,0,1260,+
23,a,27.42,14.5,u,g,x,h,3.085,t,t,1,f,g,120,11,+
24,a,41.17,6.5,u,g,q,v,0.5,t,t,3,t,g,145,0,+
25,a,15.83,0.585,u,g,c,h,1.5,t,t,2,f,g,100,0,+
26,a,47,13.0,u,g,i,bb,5.165,t,t,9,t,g,0,0,+
27,b,56.58,18.5,u,g,d,bb,15.0,t,t,17,t,g,0,0,+
28,b,57.42,8.5,u,g,e,h,7.0,t,t,3,f,g,0,0,+
29,b,42.08,1.04,u,g,w,v,5.0,t,t,6,t,g,500,10000,+
30,b,29.25,14.79,u,g,aa,v,5.04,t,t,5,t,g,168,0,+
31,b,42,9.79,u,g,x,h,7.96,t,t,8,f,g,0,0,+
32,b,49.5,7.585,u,g,i,bb,7.585,t,t,15,t,g,0,5000,+
33,a,36.75,5.125,u,g,e,v,5.0,t,f,0,t,g,0,4000,+
34,a,22.58,10.75,u,g,q,v,0.415,t,t,5,t,g,0,560,+
35,b,27.83,1.5,u,g,w,v,2.0,t,t,11,t,g,434,35,+
36,b,27.25,1.585,u,g,cc,h,1.835,t,t,12,t,g,583,713,+
37,a,23,11.75,u,g,x,h,0.5,t,t,2,t,g,300,551,+
38,b,27.75,0.585,y,p,cc,v,0.25,t,t,2,f,g,260,500,+
39,b,54.58,9.415,u,g,ff,ff,14.415,t,t,11,t,g,30,300,+
40,b,34.17,9.17,u,g,c,v,4.5,t,t,12,t,g,0,221,+
41,b,28.92,15.0,u,g,c,h,5.335,t,t,11,f,g,0,2283,+
42,b,29.67,1.415,u,g,w,h,0.75,t,t,1,f,g,240,100,+
43,b,39.58,13.915,u,g,w,v,8.625,t,t,6,t,g,70,0,+
44,b,56.42,28.0,y,p,c,v,28.5,t,t,40,f,g,0,15,+
45,b,54.33,6.75,u,g,c,h,2.625,t,t,11,t,g,0,284,+
46,a,41,2.04,y,p,q,h,0.125,t,t,23,t,g,455,1236,+
47,b,31.92,4.46,u,g,cc,h,6.04,t,t,3,f,g,311,300,+
48,b,41.5,1.54,u,g,i,bb,3.5,f,f,0,f,g,216,0,+
49,b,23.92,0.665,u,g,c,v,0.165,f,f,0,f,g,100,0,+
50,a,25.75,0.5,u,g,c,h,0.875,t,f,0,t,g,491,0,+
51,b,26,1.0,u,g,q,v,1.75,t,f,0,t,g,280,0,+
52,b,37.42,2.04,u,g,w,v,0.04,t,f,0,t,g,400,5800,+
53,b,34.92,2.5,u,g,w,v,0.0,t,f,0,t,g,239,200,+
54,b,34.25,3.0,u,g,cc,h,7.415,t,f,0,t,g,0,0,+
55,b,23.33,11.625,y,p,w,v,0.835,t,f,0,t,g,160,300,+
56,b,23.17,0.0,u,g,cc,v,0.085,t,f,0,f,g,0,0,+
57,b,44.33,0.5,u,g,i,h,5.0,t,f,0,t,g,320,0,+
58,b,35.17,4.5,u,g,x,h,5.75,f,f,0,t,s,711,0,+
59,b,43.25,3.0,u,g,q,h,6.0,t,t,11,f,g,80,0,+
60,b,56.75,12.25,u,g,m,v,1.25,t,t,4,t,g,200,0,+
61,b,31.67,16.165,u,g,d,v,3.0,t,t,9,f,g,250,730,+
62,a,23.42,0.79,y,p,q,v,1.5,t,t,2,t,g,80,400,+
63,a,20.42,0.835,u,g,q,v,1.585,t,t,1,f,g,0,0,+
64,b,26.67,4.25,u,g,cc,v,4.29,t,t,1,t,g,120,0,+
65,b,34.17,1.54,u,g,cc,v,1.54,t,t,1,t,g,520,50000,+
66,a,36,1.0,u,g,c,v,2.0,t,t,11,f,g,0,456,+
67,b,25.5,0.375,u,g,m,v,0.25,t,t,3,f,g,260,15108,+
68,b,19.42,6.5,u,g,w,h,1.46,t,t,7,f,g,80,2954,+
69,b,35.17,25.125,u,g,x,h,1.625,t,t,1,t,g,515,500,+
70,b,32.33,7.5,u,g,e,bb,1.585,t,f,0,t,s,420,0,-
71,b,34.83,4.0,u,g,d,bb,12.5,t,f,0,t,g,?,0,-
72,a,38.58,5.0,u,g,cc,v,13.5,t,f,0,t,g,980,0,-
73,b,44.25,0.5,u,g,m,v,10.75,t,f,0,f,s,400,0,-
74,b,44.83,7.0,y,p,c,v,1.625,f,f,0,f,g,160,2,-
75,b,20.67,5.29,u,g,q,v,0.375,t,t,1,f,g,160,0,-
76,b,34.08,6.5,u,g,aa,v,0.125,t,f,0,t,g,443,0,-
77,a,19.17,0.585,y,p,aa,v,0.585,t,f,0,t,g,160,0,-
78,b,21.67,1.165,y,p,k,v,2.5,t,t,1,f,g,180,20,-
79,b,21.5,9.75,u,g,c,v,0.25,t,f,0,f,g,140,0,-
80,b,49.58,19.0,u,g,ff,ff,0.0,t,t,1,f,g,94,0,-
81,a,27.67,1.5,u,g,m,v,2.0,t,f,0,f,s,368,0,-
82,b,39.83,0.5,u,g,m,v,0.25,t,f,0,f,s,288,0,-
83,a,?,3.5,u,g,d,v,3.0,t,f,0,t,g,300,0,-
84,b,27.25,0.625,u,g,aa,v,0.455,t,f,0,t,g,200,0,-
85,b,37.17,4.0,u,g,c,bb,5.0,t,f,0,t,s,280,0,-
86,b,?,0.375,u,g,d,v,0.875,t,f,0,t,s,928,0,-
87,b,25.67,2.21,y,p,aa,v,4.0,t,f,0,f,g,188,0,-
88,b,34,4.5,u,g,aa,v,1.0,t,f,0,t,g,240,0,-
89,a,49,1.5,u,g,j,j,0.0,t,f,0,t,g,100,27,-
90,b,62.5,12.75,y,p,c,h,5.0,t,f,0,f,g,112,0,-
91,b,31.42,15.5,u,g,c,v,0.5,t,f,0,f,g,120,0,-
92,b,?,5.0,y,p,aa,v,8.5,t,f,0,f,g,0,0,-
93,b,52.33,1.375,y,p,c,h,9.46,t,f,0,t,g,200,100,-
94,b,28.75,1.5,y,p,c,v,1.5,t,f,0,t,g,0,225,-
95,a,28.58,3.54,u,g,i,bb,0.5,t,f,0,t,g,171,0,-
96,b,23,0.625,y,p,aa,v,0.125,t,f,0,f,g,180,1,-
97,b,?,0.5,u,g,c,bb,0.835,t,f,0,t,s,320,0,-
98,a,22.5,11.0,y,p,q,v,3.0,t,f,0,t,g,268,0,-
99,a,28.5,1.0,u,g,q,v,1.0,t,t,2,t,g,167,500,-
100,b,37.5,1.75,y,p,c,bb,0.25,t,f,0,t,g,164,400,-
101,b,35.25,16.5,y,p,c,v,4.0,t,f,0,f,g,80,0,-
102,b,18.67,5.0,u,g,q,v,0.375,t,t,2,f,g,0,38,-
103,b,25,12.0,u,g,k,v,2.25,t,t,2,t,g,120,5,-
104,b,27.83,4.0,y,p,i,h,5.75,t,t,2,t,g,75,0,-
105,b,54.83,15.5,u,g,e,z,0.0,t,t,20,f,g,152,130,-
106,b,28.75,1.165,u,g,k,v,0.5,t,f,0,f,s,280,0,-
107,a,25,11.0,y,p,aa,v,4.5,t,f,0,f,g,120,0,-
108,b,40.92,2.25,y,p,x,h,10.0,t,f,0,t,g,176,0,-
109,a,19.75,0.75,u,g,c,v,0.795,t,t,5,t,g,140,5,-
110,b,29.17,3.5,u,g,w,v,3.5,t,t,3,t,g,329,0,-
111,a,24.5,1.04,y,p,ff,ff,0.5,t,t,3,f,g,180,147,-
112,b,24.58,12.5,u,g,w,v,0.875,t,f,0,t,g,260,0,-
113,a,33.75,0.75,u,g,k,bb,1.0,t,t,3,t,g,212,0,-
114,b,20.67,1.25,y,p,c,h,1.375,t,t,3,t,g,140,210,-
115,a,25.42,1.125,u,g,q,v,1.29,t,t,2,f,g,200,0,-
116,b,37.75,7.0,u,g,q,h,11.5,t,t,7,t,g,300,5,-
117,b,52.5,6.5,u,g,k,v,6.29,t,t,15,f,g,0,11202,+
118,b,57.83,7.04,u,g,m,v,14.0,t,t,6,t,g,360,1332,+
119,a,20.75,10.335,u,g,cc,h,0.335,t,t,1,t,g,80,50,+
120,b,39.92,6.21,u,g,q,v,0.04,t,t,1,f,g,200,300,+
121,b,25.67,12.5,u,g,cc,v,1.21,t,t,67,t,g,140,258,+
122,a,24.75,12.5,u,g,aa,v,1.5,t,t,12,t,g,120,567,+
123,a,44.17,6.665,u,g,q,v,7.375,t,t,3,t,g,0,0,+
124,a,23.5,9.0,u,g,q,v,8.5,t,t,5,t,g,120,0,+
125,b,34.92,5.0,u,g,x,h,7.5,t,t,6,t,g,0,1000,+
126,b,47.67,2.5,u,g,m,bb,2.5,t,t,12,t,g,410,2510,+
127,b,22.75,11.0,u,g,q,v,2.5,t,t,7,t,g,100,809,+
128,b,34.42,4.25,u,g,i,bb,3.25,t,t,2,f,g,274,610,+
129,a,28.42,3.5,u,g,w,v,0.835,t,f,0,f,s,280,0,+
130,b,67.75,5.5,u,g,e,z,13.0,t,t,1,t,g,0,0,+
131,b,20.42,1.835,u,g,c,v,2.25,t,t,1,f,g,100,150,+
132,a,47.42,8.0,u,g,e,bb,6.5,t,t,6,f,g,375,51100,+
133,b,36.25,5.0,u,g,c,bb,2.5,t,t,6,f,g,0,367,+
134,b,32.67,5.5,u,g,q,h,5.5,t,t,12,t,g,408,1000,+
135,b,48.58,6.5,u,g,q,h,6.0,t,f,0,t,g,350,0,+
136,b,39.92,0.54,y,p,aa,v,0.5,t,t,3,f,g,200,1000,+
137,b,33.58,2.75,u,g,m,v,4.25,t,t,6,f,g,204,0,+
138,a,18.83,9.5,u,g,w,v,1.625,t,t,6,t,g,40,600,+
139,a,26.92,13.5,u,g,q,h,5.0,t,t,2,f,g,0,5000,+
140,a,31.25,3.75,u,g,cc,h,0.625,t,t,9,t,g,181,0,+
141,a,56.5,16.0,u,g,j,ff,0.0,t,t,15,f,g,0,247,+
142,b,43,0.29,y,p,cc,h,1.75,t,t,8,f,g,100,375,+
143,b,22.33,11.0,u,g,w,v,2.0,t,t,1,f,g,80,278,+
144,b,27.25,1.665,u,g,cc,h,5.085,t,t,9,f,g,399,827,+
145,b,32.83,2.5,u,g,cc,h,2.75,t,t,6,f,g,160,2072,+
146,b,23.25,1.5,u,g,q,v,2.375,t,t,3,t,g,0,582,+
147,a,40.33,7.54,y,p,q,h,8.0,t,t,14,f,g,0,2300,+
148,a,30.5,6.5,u,g,c,bb,4.0,t,t,7,t,g,0,3065,+
149,a,52.83,15.0,u,g,c,v,5.5,t,t,14,f,g,0,2200,+
150,a,46.67,0.46,u,g,cc,h,0.415,t,t,11,t,g,440,6,+
151,a,58.33,10.0,u,g,q,v,4.0,t,t,14,f,g,0,1602,+
152,b,37.33,6.5,u,g,m,h,4.25,t,t,12,t,g,93,0,+
153,b,23.08,2.5,u,g,c,v,1.085,t,t,11,t,g,60,2184,+
154,b,32.75,1.5,u,g,cc,h,5.5,t,t,3,t,g,0,0,+
155,a,21.67,11.5,y,p,j,j,0.0,t,t,11,t,g,0,0,+
156,a,28.5,3.04,y,p,x,h,2.54,t,t,1,f,g,70,0,+
157,a,68.67,15.0,u,g,e,z,0.0,t,t,14,f,g,0,3376,+
158,b,28,2.0,u,g,k,h,4.165,t,t,2,t,g,181,0,+
159,b,34.08,0.08,y,p,m,bb,0.04,t,t,1,t,g,280,2000,+
160,b,27.67,2.0,u,g,x,h,1.0,t,t,4,f,g,140,7544,+
161,b,44,2.0,u,g,m,v,1.75,t,t,2,t,g,0,15,+
162,b,25.08,1.71,u,g,x,v,1.665,t,t,1,t,g,395,20,+
163,b,32,1.75,y,p,e,h,0.04,t,f,0,t,g,393,0,+
164,a,60.58,16.5,u,g,q,v,11.0,t,f,0,t,g,21,10561,+
165,a,40.83,10.0,u,g,q,h,1.75,t,f,0,f,g,29,837,+
166,b,19.33,9.5,u,g,q,v,1.0,t,f,0,t,g,60,400,+
167,a,32.33,0.54,u,g,cc,v,0.04,t,f,0,f,g,440,11177,+
168,b,36.67,3.25,u,g,q,h,9.0,t,f,0,t,g,102,639,+
169,b,37.5,1.125,y,p,d,v,1.5,f,f,0,t,g,431,0,+
170,a,25.08,2.54,y,p,aa,v,0.25,t,f,0,t,g,370,0,+
171,b,41.33,0.0,u,g,c,bb,15.0,t,f,0,f,g,0,0,+
172,b,56,12.5,u,g,k,h,8.0,t,f,0,t,g,24,2028,+
173,a,49.83,13.585,u,g,k,h,8.5,t,f,0,t,g,0,0,+
174,b,22.67,10.5,u,g,q,h,1.335,t,f,0,f,g,100,0,+
175,b,27,1.5,y,p,w,v,0.375,t,f,0,t,g,260,1065,+
176,b,25,12.5,u,g,aa,v,3.0,t,f,0,t,s,20,0,+
177,a,26.08,8.665,u,g,aa,v,1.415,t,f,0,f,g,160,150,+
178,a,18.42,9.25,u,g,q,v,1.21,t,t,4,f,g,60,540,+
179,b,20.17,8.17,u,g,aa,v,1.96,t,t,14,f,g,60,158,+
180,b,47.67,0.29,u,g,c,bb,15.0,t,t,20,f,g,0,15000,+
181,a,21.25,2.335,u,g,i,bb,0.5,t,t,4,f,s,80,0,+
182,a,20.67,3.0,u,g,q,v,0.165,t,t,3,f,g,100,6,+
183,a,57.08,19.5,u,g,c,v,5.5,t,t,7,f,g,0,3000,+
184,a,22.42,5.665,u,g,q,v,2.585,t,t,7,f,g,129,3257,+
185,b,48.75,8.5,u,g,c,h,12.5,t,t,9,f,g,181,1655,+
186,b,40,6.5,u,g,aa,bb,3.5,t,t,1,f,g,0,500,+
187,b,40.58,5.0,u,g,c,v,5.0,t,t,7,f,g,0,3065,+
188,a,28.67,1.04,u,g,c,v,2.5,t,t,5,t,g,300,1430,+
189,a,33.08,4.625,u,g,q,h,1.625,t,t,2,f,g,0,0,+
190,b,21.33,10.5,u,g,c,v,3.0,t,f,0,t,g,0,0,+
191,b,42,0.205,u,g,i,h,5.125,t,f,0,f,g,400,0,+
192,b,41.75,0.96,u,g,x,v,2.5,t,f,0,f,g,510,600,+
193,b,22.67,1.585,y,p,w,v,3.085,t,t,6,f,g,80,0,+
194,b,34.5,4.04,y,p,i,bb,8.5,t,t,7,t,g,195,0,+
195,b,28.25,5.04,y,p,c,bb,1.5,t,t,8,t,g,144,7,+
196,b,33.17,3.165,y,p,x,v,3.165,t,t,3,t,g,380,0,+
197,b,48.17,7.625,u,g,w,h,15.5,t,t,12,f,g,0,790,+
198,b,27.58,2.04,y,p,aa,v,2.0,t,t,3,t,g,370,560,+
199,b,22.58,10.04,u,g,x,v,0.04,t,t,9,f,g,60,396,+
200,a,24.08,0.5,u,g,q,h,1.25,t,t,1,f,g,0,678,+
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