german_credit_data.csv

,Age,Sex,Job,Housing,Saving accounts,Checking account,Credit amount,Duration,Purpose
0,67,male,2,own,NA,little,1169,6,radio/TV
1,22,female,2,own,little,moderate,5951,48,radio/TV
2,49,male,1,own,little,NA,2096,12,education
3,45,male,2,free,little,little,7882,42,furniture/equipment
4,53,male,2,free,little,little,4870,24,car
5,35,male,1,free,NA,NA,9055,36,education
6,53,male,2,own,quite rich,NA,2835,24,furniture/equipment
7,35,male,3,rent,little,moderate,6948,36,car
8,61,male,1,own,rich,NA,3059,12,radio/TV
9,28,male,3,own,little,moderate,5234,30,car
10,25,female,2,rent,little,moderate,1295,12,car
11,24,female,2,rent,little,little,4308,48,business
12,22,female,2,own,little,moderate,1567,12,radio/TV
13,60,male,1,own,little,little,1199,24,car
14,28,female,2,rent,little,little,1403,15,car
15,32,female,1,own,moderate,little,1282,24,radio/TV
16,53,male,2,own,NA,NA,2424,24,radio/TV
17,25,male,2,own,NA,little,8072,30,business
18,44,female,3,free,little,moderate,12579,24,car
19,31,male,2,own,quite rich,NA,3430,24,radio/TV
20,48,male,2,own,little,NA,2134,9,car
21,44,male,2,rent,quite rich,little,2647,6,radio/TV
22,48,male,1,rent,little,little,2241,10,car
23,44,male,2,own,moderate,moderate,1804,12,car
24,26,male,2,own,NA,NA,2069,10,furniture/equipment
25,36,male,1,own,little,little,1374,6,furniture/equipment
26,39,male,1,own,little,NA,426,6,radio/TV
27,42,female,2,rent,rich,rich,409,12,radio/TV
28,34,male,2,own,little,moderate,2415,7,radio/TV
29,63,male,2,own,little,little,6836,60,business
30,36,male,2,own,rich,moderate,1913,18,business
31,27,male,2,own,little,little,4020,24,furniture/equipment
32,30,male,2,own,moderate,moderate,5866,18,car
33,57,male,1,rent,NA,NA,1264,12,business
34,33,female,3,own,little,rich,1474,12,furniture/equipment
35,25,male,1,own,little,moderate,4746,45,radio/TV
36,31,male,2,free,little,NA,6110,48,education
37,37,male,2,own,little,rich,2100,18,radio/TV
38,37,male,2,own,little,rich,1225,10,domestic appliances
39,24,male,2,own,little,moderate,458,9,radio/TV
40,30,male,3,own,quite rich,NA,2333,30,radio/TV
41,26,male,2,own,quite rich,moderate,1158,12,radio/TV
42,44,male,1,own,little,moderate,6204,18,repairs
43,24,male,2,rent,moderate,little,6187,30,car
44,58,female,1,free,little,little,6143,48,car
45,35,female,3,own,little,NA,1393,11,car
46,39,male,2,own,quite rich,NA,2299,36,radio/TV
47,23,female,0,rent,quite rich,little,1352,6,car
48,39,male,1,own,little,NA,7228,11,car
49,28,female,2,own,moderate,NA,2073,12,radio/TV
50,29,male,1,own,NA,moderate,2333,24,furniture/equipment
51,30,male,3,own,little,moderate,5965,27,car
52,25,male,2,own,little,NA,1262,12,radio/TV
53,31,male,2,own,NA,NA,3378,18,car
54,57,male,2,free,little,moderate,2225,36,car
55,26,male,1,own,NA,NA,783,6,car
56,52,male,3,own,NA,moderate,6468,12,radio/TV
57,31,female,2,own,little,NA,9566,36,radio/TV
58,23,female,3,own,little,rich,1961,18,car
59,23,female,1,rent,little,little,6229,36,furniture/equipment
60,27,male,2,own,little,moderate,1391,9,business
61,50,male,2,own,NA,moderate,1537,15,radio/TV
62,61,male,3,free,little,moderate,1953,36,business
63,25,male,2,own,little,moderate,14421,48,business
64,26,female,2,own,little,NA,3181,24,radio/TV
65,48,male,2,own,NA,NA,5190,27,repairs
66,29,female,2,own,little,NA,2171,12,radio/TV
67,22,male,2,own,rich,moderate,1007,12,car
68,37,male,2,free,little,NA,1819,36,education
69,25,female,2,own,NA,NA,2394,36,radio/TV
70,30,female,2,own,little,NA,8133,36,car
71,46,male,1,rent,NA,NA,730,7,radio/TV
72,51,male,3,free,little,little,1164,8,vacation/others
73,41,female,1,own,little,moderate,5954,42,business
74,40,male,3,own,NA,little,1977,36,education
75,66,male,3,free,little,little,1526,12,car
76,34,male,2,own,little,little,3965,42,radio/TV
77,51,male,2,own,little,moderate,4771,11,radio/TV
78,39,male,1,own,NA,NA,9436,54,car
79,22,male,2,own,little,moderate,3832,30,furniture/equipment
80,44,female,2,own,NA,NA,5943,24,radio/TV
81,47,male,2,own,quite rich,NA,1213,15,radio/TV
82,24,female,1,rent,moderate,NA,1568,18,business
83,58,female,1,own,little,little,1755,24,vacation/others
84,52,male,1,own,little,little,2315,10,radio/TV
85,29,female,3,own,little,NA,1412,12,business
86,27,female,2,own,little,moderate,1295,18,furniture/equipment
87,47,male,2,free,moderate,moderate,12612,36,education
88,30,male,3,own,moderate,little,2249,18,car
89,28,male,2,own,little,little,1108,12,repairs
90,56,male,2,own,little,NA,618,12,radio/TV
91,54,male,2,own,little,little,1409,12,car
92,33,female,1,own,NA,NA,797,12,radio/TV
93,20,male,2,rent,NA,rich,3617,24,furniture/equipment
94,54,male,2,own,rich,moderate,1318,12,car
95,58,male,2,rent,little,moderate,15945,54,business
96,61,female,2,own,NA,NA,2012,12,education
97,34,male,2,own,moderate,moderate,2622,18,business
98,36,male,2,own,little,moderate,2337,36,radio/TV
99,36,male,3,rent,NA,moderate,7057,20,car
100,41,male,1,rent,moderate,NA,1469,24,car
101,24,male,2,rent,little,moderate,2323,36,radio/TV
102,24,female,2,own,little,NA,932,6,radio/TV
103,35,male,2,rent,little,moderate,1919,9,furniture/equipment
104,26,male,2,rent,NA,NA,2445,12,car
105,39,male,3,own,little,moderate,11938,24,vacation/others
106,39,male,3,own,little,NA,6458,18,car
107,32,male,2,own,little,moderate,6078,12,car
108,30,female,2,own,NA,little,7721,24,furniture/equipment
109,35,male,2,own,quite rich,moderate,1410,14,business
110,31,male,2,own,moderate,moderate,1449,6,business
111,23,female,2,rent,little,rich,392,15,education
112,28,male,1,rent,little,moderate,6260,18,car
113,25,female,2,own,little,NA,7855,36,car
114,35,male,2,own,quite rich,little,1680,12,radio/TV
115,47,male,2,own,NA,NA,3578,48,radio/TV
116,30,female,3,own,NA,little,7174,42,radio/TV
117,27,female,2,rent,NA,little,2132,10,furniture/equipment
118,23,female,2,own,quite rich,little,4281,33,furniture/equipment
119,36,male,3,own,quite rich,moderate,2366,12,car
120,25,female,2,own,little,little,1835,21,radio/TV
121,41,female,3,rent,little,NA,3868,24,car
122,24,male,1,rent,little,NA,1768,12,furniture/equipment
123,63,male,2,free,little,rich,781,10,car
124,27,female,2,rent,NA,moderate,1924,18,furniture/equipment
125,30,male,2,own,little,little,2121,12,car
126,40,male,1,own,little,little,701,12,radio/TV
127,30,male,2,own,little,moderate,639,12,repairs
128,34,male,3,own,little,moderate,1860,12,car
129,29,female,2,own,little,little,3499,12,car
130,24,female,2,own,NA,moderate,8487,48,car
131,29,male,2,own,little,little,6887,36,education
132,27,male,1,own,little,NA,2708,15,furniture/equipment
133,47,male,2,free,little,NA,1984,18,furniture/equipment
134,21,female,2,own,moderate,NA,10144,60,radio/TV
135,38,female,2,own,NA,NA,1240,12,radio/TV
136,27,male,2,own,rich,NA,8613,27,car
137,66,male,1,own,quite rich,moderate,766,12,radio/TV
138,35,male,2,own,NA,moderate,2728,15,radio/TV
139,44,female,1,rent,little,rich,1881,12,radio/TV
140,27,male,0,own,rich,rich,709,6,car
141,30,female,3,own,little,moderate,4795,36,radio/TV
142,27,male,3,own,little,little,3416,27,radio/TV
143,22,male,2,own,little,little,2462,18,furniture/equipment
144,23,female,2,own,little,NA,2288,21,furniture/equipment
145,30,male,2,own,moderate,moderate,3566,48,business
146,39,female,2,own,little,little,860,6,car
147,51,female,2,own,moderate,NA,682,12,car
148,28,male,2,own,little,little,5371,36,furniture/equipment
149,46,male,2,own,rich,NA,1582,18,radio/TV
150,42,male,2,free,moderate,NA,1346,6,radio/TV
151,38,male,2,own,little,NA,1924,10,radio/TV
152,24,male,2,own,little,rich,5848,36,radio/TV
153,29,female,2,rent,rich,moderate,7758,24,car
154,36,male,3,rent,moderate,moderate,6967,24,business
155,20,female,2,rent,little,little,1282,12,furniture/equipment
156,48,male,2,own,moderate,little,1288,9,repairs
157,45,male,1,own,little,little,339,12,education
158,38,male,2,own,moderate,moderate,3512,24,car
159,34,male,1,own,NA,NA,1898,6,radio/TV
160,36,male,2,own,moderate,NA,2872,24,radio/TV
161,30,female,2,own,little,NA,1055,18,car
162,36,male,2,own,quite rich,NA,1262,15,domestic appliances
163,70,male,3,free,little,moderate,7308,10,car
164,36,male,2,own,quite rich,NA,909,36,car
165,32,male,2,own,quite rich,NA,2978,6,furniture/equipment
166,33,female,2,own,little,little,1131,18,furniture/equipment
167,20,female,2,own,rich,moderate,1577,11,furniture/equipment
168,25,female,2,rent,little,NA,3972,24,furniture/equipment
169,31,male,2,own,little,moderate,1935,24,business
170,33,male,2,rent,little,little,950,15,car
171,26,female,2,own,little,NA,763,12,furniture/equipment
172,34,female,3,own,little,moderate,2064,24,furniture/equipment
173,33,male,2,own,little,moderate,1414,8,radio/TV
174,26,male,2,own,little,little,3414,21,education
175,53,female,3,own,NA,NA,7485,30,car
176,42,male,2,own,little,little,2577,12,furniture/equipment
177,52,male,2,own,quite rich,little,338,6,radio/TV
178,31,male,3,rent,little,NA,1963,12,radio/TV
179,65,male,2,own,little,little,571,21,car
180,28,male,2,own,little,NA,9572,36,business
181,30,male,3,own,little,moderate,4455,36,business
182,40,male,1,own,NA,little,1647,21,car
183,50,male,2,own,rich,NA,3777,24,furniture/equipment
184,36,male,2,own,little,moderate,884,18,car
185,31,male,2,own,little,NA,1360,15,radio/TV
186,74,female,3,free,little,moderate,5129,9,car
187,68,male,0,free,little,moderate,1175,16,car
188,20,male,2,own,moderate,little,674,12,radio/TV
189,33,female,2,own,little,moderate,3244,18,furniture/equipment
190,54,male,3,own,rich,NA,4591,24,business
191,34,male,1,free,moderate,moderate,3844,48,business
192,36,male,2,own,little,moderate,3915,27,business
193,29,male,2,rent,little,NA,2108,6,radio/TV
194,21,male,2,rent,moderate,moderate,3031,45,radio/TV
195,34,female,3,own,little,moderate,1501,9,education
196,28,female,2,own,little,NA,1382,6,radio/TV
197,27,female,2,rent,moderate,moderate,951,12,furniture/equipment
198,36,male,2,free,NA,moderate,2760,24,car
199,40,male,3,own,little,moderate,4297,18,furniture/equipment
200,52,male,2,own,quite rich,NA,936,9,education
201,27,male,1,own,little,little,1168,12,car
202,26,male,2,own,little,NA,5117,27,business
203,21,male,2,rent,little,little,902,12,education
204,38,male,1,own,little,NA,1495,12,car
205,38,male,3,free,little,little,10623,30,car
206,43,male,2,own,little,NA,1935,12,furniture/equipment
207,26,male,2,own,little,moderate,1424,12,domestic appliances
208,21,male,1,own,little,little,6568,24,business
209,55,male,2,own,rich,NA,1413,12,car
210,33,male,2,own,NA,NA,3074,9,radio/TV
211,45,female,1,own,NA,NA,3835,36,radio/TV
212,50,male,2,own,little,little,5293,27,business
213,66,male,3,own,little,rich,1908,30,business
214,51,male,2,own,NA,NA,3342,36,radio/TV
215,39,female,1,own,NA,moderate,932,6,education
216,31,male,2,own,little,little,3104,18,business
217,23,male,2,own,little,rich,3913,36,radio/TV
218,24,male,1,rent,little,little,3021,24,furniture/equipment
219,64,female,2,own,little,NA,1364,10,car
220,26,male,1,own,little,moderate,625,12,radio/TV
221,23,female,2,rent,NA,little,1200,12,education
222,30,male,2,own,little,NA,707,12,radio/TV
223,32,male,2,own,NA,NA,2978,24,business
224,30,male,2,own,little,NA,4657,15,car
225,27,male,2,own,little,NA,2613,36,repairs
226,27,male,2,own,rich,moderate,10961,48,radio/TV
227,53,male,3,free,little,little,7865,12,furniture/equipment
228,22,male,2,own,little,NA,1478,9,radio/TV
229,22,male,2,free,little,little,3149,24,furniture/equipment
230,26,male,2,own,little,rich,4210,36,radio/TV
231,51,male,1,free,quite rich,NA,2507,9,car
232,35,male,2,own,moderate,NA,2141,12,radio/TV
233,25,male,1,own,little,moderate,866,18,radio/TV
234,42,male,1,own,little,NA,1544,4,radio/TV
235,30,male,3,own,little,little,1823,24,radio/TV
236,23,male,0,own,NA,moderate,14555,6,car
237,61,male,1,rent,moderate,moderate,2767,21,business
238,35,female,2,own,little,NA,1291,12,radio/TV
239,39,male,2,own,little,little,2522,30,radio/TV
240,29,female,2,own,NA,little,915,24,car
241,51,male,2,own,little,NA,1595,6,radio/TV
242,24,male,2,free,little,little,4605,48,car
243,27,female,2,own,little,NA,1185,12,business
244,35,female,1,own,quite rich,NA,3447,12,education
245,25,male,2,own,little,NA,1258,24,business
246,52,male,2,own,little,NA,717,12,radio/TV
247,35,male,2,rent,moderate,NA,1204,6,car
248,26,male,2,own,little,rich,1925,24,furniture/equipment
249,22,female,2,rent,little,NA,433,18,radio/TV
250,39,female,1,own,rich,little,666,6,car
251,46,female,1,own,little,rich,2251,12,furniture/equipment
252,24,female,2,own,little,moderate,2150,30,car
253,35,male,2,own,moderate,NA,4151,24,furniture/equipment
254,24,male,2,own,NA,moderate,2030,9,furniture/equipment
255,27,male,1,own,NA,moderate,7418,60,radio/TV
256,35,male,1,own,little,NA,2684,24,radio/TV
257,29,male,2,free,little,little,2149,12,radio/TV
258,23,female,2,own,moderate,NA,3812,15,car
259,57,female,1,own,moderate,NA,1154,11,radio/TV
260,27,male,2,own,little,little,1657,12,furniture/equipment
261,55,female,2,own,little,little,1603,24,radio/TV
262,36,male,3,free,little,little,5302,18,car
263,57,female,1,free,little,NA,2748,12,education
264,32,male,1,own,little,NA,1231,10,car
265,37,male,2,own,little,moderate,802,15,radio/TV
266,36,male,2,own,NA,NA,6304,36,business
267,38,female,2,own,little,NA,1533,24,radio/TV
268,45,male,3,own,little,little,8978,14,car
269,25,male,2,own,NA,NA,999,24,radio/TV
270,32,male,2,own,NA,NA,2662,18,car
271,37,female,2,rent,quite rich,NA,1402,12,furniture/equipment
272,36,male,3,free,NA,moderate,12169,48,car
273,28,male,2,own,little,moderate,3060,48,radio/TV
274,34,male,1,own,little,little,11998,30,repairs
275,32,male,2,own,little,NA,2697,9,radio/TV
276,26,female,2,own,little,NA,2404,18,radio/TV
277,49,male,1,own,NA,little,1262,12,furniture/equipment
278,32,female,2,own,little,NA,4611,6,furniture/equipment
279,29,male,3,rent,moderate,NA,1901,24,radio/TV
280,23,male,2,rent,rich,NA,3368,15,car
281,50,male,2,own,little,NA,1574,12,furniture/equipment
282,49,male,1,own,NA,rich,1445,18,radio/TV
283,63,male,2,own,NA,NA,1520,15,furniture/equipment
284,37,male,2,own,moderate,moderate,3878,24,car
285,35,female,1,own,little,little,10722,47,car
286,26,male,2,own,little,little,4788,48,car
287,31,male,3,free,moderate,moderate,7582,48,vacation/others
288,49,female,2,own,little,moderate,1092,12,radio/TV
289,48,male,2,own,little,little,1024,24,radio/TV
290,26,male,2,own,little,NA,1076,12,business
291,28,male,3,rent,little,moderate,9398,36,car
292,44,female,3,free,little,little,6419,24,car
293,56,male,2,free,little,rich,4796,42,car
294,46,male,3,own,NA,NA,7629,48,business
295,26,female,2,own,little,moderate,9960,48,furniture/equipment
296,20,female,2,rent,NA,NA,4675,12,car
297,45,male,1,own,NA,NA,1287,10,car
298,43,male,2,own,little,NA,2515,18,furniture/equipment
299,32,male,2,own,rich,moderate,2745,21,furniture/equipment
300,54,female,0,own,little,NA,672,6,car
301,42,female,2,own,little,moderate,3804,36,radio/TV
302,37,male,1,own,NA,rich,1344,24,car
303,49,male,2,own,little,little,1038,10,car
304,44,male,2,free,quite rich,NA,10127,48,car
305,33,male,2,own,rich,NA,1543,6,furniture/equipment
306,24,female,1,rent,NA,NA,4811,30,car
307,33,male,1,own,moderate,little,727,12,radio/TV
308,24,female,2,own,little,moderate,1237,8,furniture/equipment
309,22,male,1,rent,little,moderate,276,9,car
310,40,male,0,free,NA,moderate,5381,48,vacation/others
311,25,male,2,own,moderate,NA,5511,24,furniture/equipment
312,26,female,2,own,little,rich,3749,24,furniture/equipment
313,25,male,1,own,little,moderate,685,12,car
314,29,male,1,own,NA,rich,1494,4,car
315,31,male,2,own,little,little,2746,36,furniture/equipment
316,38,male,1,own,little,little,708,12,furniture/equipment
317,48,female,1,own,NA,moderate,4351,24,furniture/equipment
318,32,male,2,own,little,NA,701,12,education
319,27,female,1,own,little,little,3643,15,furniture/equipment
320,28,male,3,own,little,moderate,4249,30,car
321,32,male,2,own,little,little,1938,24,radio/TV
322,34,male,3,free,little,little,2910,24,car
323,28,male,2,own,rich,little,2659,18,furniture/equipment
324,36,female,2,own,little,NA,1028,18,car
325,39,male,1,own,little,little,3398,8,car
326,49,male,2,rent,NA,NA,5801,12,furniture/equipment
327,34,female,2,own,rich,NA,1525,24,car
328,31,male,2,own,little,rich,4473,36,radio/TV
329,28,male,2,own,little,moderate,1068,6,radio/TV
330,75,male,3,free,little,little,6615,24,car
331,30,female,2,own,moderate,NA,1864,18,education
332,24,female,3,own,moderate,moderate,7408,60,car
333,24,female,1,rent,moderate,NA,11590,48,car
334,23,male,2,rent,little,little,4110,24,furniture/equipment
335,44,male,3,rent,little,little,3384,6,furniture/equipment
336,23,female,1,own,little,moderate,2101,13,radio/TV
337,24,female,2,rent,NA,little,1275,15,domestic appliances
338,28,male,2,own,little,little,4169,24,furniture/equipment
339,31,male,1,own,little,moderate,1521,10,furniture/equipment
340,24,female,2,free,little,moderate,5743,24,education
341,26,female,1,rent,little,little,3599,21,furniture/equipment
342,25,male,2,rent,quite rich,moderate,3213,18,radio/TV
343,33,male,3,own,little,moderate,4439,18,business
344,37,male,1,own,little,rich,3949,10,car
345,43,female,1,own,little,NA,1459,15,radio/TV
346,23,male,2,own,little,moderate,882,13,radio/TV
347,23,female,0,rent,quite rich,moderate,3758,24,radio/TV
348,34,male,1,own,moderate,NA,1743,6,business
349,32,male,2,free,rich,moderate,1136,9,education
350,23,female,2,rent,little,NA,1236,9,domestic appliances
351,29,female,2,own,little,moderate,959,9,furniture/equipment
352,38,male,3,own,NA,NA,3229,18,car
353,28,male,2,rent,little,little,6199,12,radio/TV
354,46,male,2,free,quite rich,NA,727,10,education
355,23,male,1,own,little,moderate,1246,24,car
356,49,male,2,own,NA,NA,2331,12,radio/TV
357,26,male,3,own,little,NA,4463,36,radio/TV
358,28,male,2,own,little,NA,776,12,radio/TV
359,23,female,2,rent,little,little,2406,30,furniture/equipment
360,61,male,2,free,NA,moderate,1239,18,education
361,37,male,3,own,NA,rich,3399,12,radio/TV
362,36,female,2,own,little,rich,2247,12,car
363,21,male,2,rent,little,NA,1766,6,furniture/equipment
364,25,male,0,own,little,little,2473,18,furniture/equipment
365,36,male,2,own,little,NA,1542,12,business
366,27,male,2,own,little,NA,3850,18,car
367,22,female,2,rent,little,little,3650,18,furniture/equipment
368,42,male,2,own,little,little,3446,36,furniture/equipment
369,40,female,2,rent,little,moderate,3001,18,furniture/equipment
370,36,male,2,own,NA,NA,3079,36,car
371,33,male,2,own,little,NA,6070,18,radio/TV
372,23,female,2,rent,little,NA,2146,10,furniture/equipment
373,63,male,3,free,NA,NA,13756,60,car
374,60,female,3,free,moderate,moderate,14782,60,vacation/others
375,37,female,2,rent,little,little,7685,48,business
376,34,male,2,own,little,NA,2320,18,radio/TV
377,36,male,2,free,NA,NA,846,7,radio/TV
378,57,male,3,free,little,moderate,14318,36,car
379,52,female,1,own,moderate,NA,362,6,car
380,39,male,2,own,NA,little,2212,20,furniture/equipment
381,38,female,3,free,little,moderate,12976,18,car
382,25,female,2,rent,NA,NA,1283,22,car
383,26,male,2,own,little,rich,1330,12,car
384,26,male,1,own,moderate,NA,4272,30,business
385,25,female,2,own,little,NA,2238,18,radio/TV
386,21,female,2,rent,NA,NA,1126,18,radio/TV
387,40,male,3,own,little,moderate,7374,18,furniture/equipment
388,27,male,2,own,quite rich,moderate,2326,15,business
389,27,female,2,own,little,NA,1449,9,business
390,30,male,3,own,little,NA,1820,18,car
391,19,female,1,rent,rich,moderate,983,12,furniture/equipment
392,39,male,3,free,little,little,3249,36,car
393,31,female,2,own,little,little,1957,6,radio/TV
394,31,male,3,own,little,NA,2406,9,furniture/equipment
395,32,male,2,rent,moderate,moderate,11760,39,education
396,55,female,3,free,little,little,2578,12,furniture/equipment
397,46,male,2,own,little,little,2348,36,furniture/equipment
398,46,male,2,rent,little,moderate,1223,12,car
399,43,female,1,own,rich,NA,1516,24,radio/TV
400,39,male,2,own,little,NA,1473,18,radio/TV
401,28,male,2,own,NA,moderate,1887,18,business
402,27,male,2,own,little,NA,8648,24,business
403,27,male,1,own,little,NA,802,14,car
404,43,male,2,own,NA,moderate,2899,18,car
405,22,male,2,own,little,moderate,2039,24,radio/TV
406,43,male,2,own,NA,NA,2197,24,car
407,27,male,2,own,little,little,1053,15,radio/TV
408,26,male,3,own,quite rich,NA,3235,24,radio/TV
409,28,male,2,own,quite rich,rich,939,12,car
410,20,female,2,own,little,moderate,1967,24,radio/TV
411,35,male,3,own,little,NA,7253,33,car
412,42,male,3,own,little,NA,2292,12,business
413,40,male,1,rent,quite rich,NA,1597,10,car
414,35,female,2,own,NA,little,1381,24,car
415,35,male,2,own,little,NA,5842,36,car
416,33,male,1,own,little,little,2579,12,car
417,23,female,2,rent,NA,little,8471,18,education
418,31,female,3,own,quite rich,NA,2782,21,car
419,33,female,2,own,NA,moderate,1042,18,car
420,20,female,2,rent,rich,NA,3186,15,car
421,30,male,2,own,NA,moderate,2028,12,car
422,47,male,1,own,little,moderate,958,12,car
423,34,male,3,own,moderate,NA,1591,21,furniture/equipment
424,25,female,2,own,NA,moderate,2762,12,furniture/equipment
425,21,male,2,rent,little,moderate,2779,18,car
426,29,male,2,own,little,NA,2743,28,radio/TV
427,46,male,2,own,rich,NA,1149,18,radio/TV
428,20,male,2,own,little,NA,1313,9,furniture/equipment
429,55,female,0,free,little,little,1190,18,repairs
430,74,male,1,own,little,NA,3448,5,business
431,29,male,3,own,little,moderate,11328,24,vacation/others
432,36,male,3,free,little,little,1872,6,furniture/equipment
433,33,male,2,own,little,NA,2058,24,repairs
434,25,male,2,own,little,little,2136,9,furniture/equipment
435,25,male,2,own,NA,moderate,1484,12,radio/TV
436,23,male,1,rent,quite rich,NA,660,6,repairs
437,37,female,2,own,rich,NA,1287,24,car
438,65,male,0,own,little,little,3394,42,repairs
439,26,female,0,own,little,rich,609,12,business
440,39,male,3,own,little,NA,1884,12,car
441,30,female,2,own,little,little,1620,12,furniture/equipment
442,29,male,2,own,little,moderate,2629,20,vacation/others
443,41,male,1,own,little,NA,719,12,education
444,30,female,3,own,little,moderate,5096,48,furniture/equipment
445,41,female,1,rent,NA,NA,1244,9,education
446,34,female,2,own,little,little,1842,36,car
447,35,male,2,own,little,moderate,2576,7,radio/TV
448,55,female,3,own,NA,rich,1424,12,furniture/equipment
449,61,male,2,own,rich,moderate,1512,15,repairs
450,30,male,3,own,NA,NA,11054,36,car
451,29,female,2,own,little,NA,518,6,radio/TV
452,34,male,2,own,little,NA,2759,12,furniture/equipment
453,35,male,3,own,little,NA,2670,24,car
454,31,male,2,own,little,little,4817,24,car
455,29,female,3,own,little,NA,2679,24,car
456,36,male,2,rent,little,little,3905,11,car
457,35,male,2,free,little,little,3386,12,car
458,27,female,2,own,little,little,343,6,domestic appliances
459,32,male,2,own,little,NA,4594,18,radio/TV
460,37,male,2,own,little,little,3620,36,furniture/equipment
461,36,male,2,own,little,little,1721,15,car
462,34,female,3,rent,little,moderate,3017,12,furniture/equipment
463,38,male,2,own,NA,moderate,754,12,education
464,34,male,2,own,little,NA,1950,18,business
465,63,male,2,own,little,little,2924,24,car
466,29,female,1,rent,little,little,1659,24,radio/TV
467,32,male,2,own,NA,NA,7238,48,radio/TV
468,26,female,2,own,little,NA,2764,33,business
469,35,male,1,own,little,NA,4679,24,car
470,22,male,2,rent,moderate,moderate,3092,24,radio/TV
471,23,female,2,own,little,little,448,6,education
472,28,male,1,own,little,little,654,9,car
473,36,male,3,own,NA,NA,1238,6,education
474,33,male,2,own,little,moderate,1245,18,radio/TV
475,26,female,2,rent,little,little,3114,18,furniture/equipment
476,24,male,2,own,quite rich,NA,2569,39,car
477,25,male,2,own,little,rich,5152,24,radio/TV
478,39,male,1,own,moderate,moderate,1037,12,business
479,44,male,2,own,little,little,1478,15,furniture/equipment
480,23,female,1,own,little,moderate,3573,12,radio/TV
481,26,male,2,own,little,moderate,1201,24,car
482,57,female,2,rent,rich,little,3622,30,furniture/equipment
483,30,female,2,own,rich,NA,960,15,furniture/equipment
484,44,male,2,own,quite rich,NA,1163,12,car
485,47,male,3,own,little,moderate,1209,6,car
486,52,male,2,own,little,NA,3077,12,radio/TV
487,62,female,2,free,little,NA,3757,24,car
488,35,male,1,rent,moderate,NA,1418,10,car
489,26,male,2,rent,little,NA,3518,6,car
490,26,male,2,own,little,NA,1934,12,radio/TV
491,42,female,3,free,little,moderate,8318,27,business
492,27,female,2,own,moderate,NA,1237,6,radio/TV
493,38,male,2,own,NA,moderate,368,6,radio/TV
494,39,male,1,rent,little,little,2122,12,car
495,20,male,2,own,NA,little,2996,24,furniture/equipment
496,29,male,3,rent,moderate,moderate,9034,36,furniture/equipment
497,40,male,2,own,little,NA,1585,24,furniture/equipment
498,32,male,1,own,little,moderate,1301,18,radio/TV
499,28,male,2,own,moderate,rich,1323,6,car
500,27,female,2,own,little,little,3123,24,car
501,42,male,2,free,little,little,5493,36,car
502,49,male,2,own,moderate,rich,1126,9,radio/TV
503,38,male,2,own,moderate,moderate,1216,24,radio/TV
504,24,female,2,rent,little,little,1207,24,car
505,27,male,1,own,NA,NA,1309,10,car
506,36,male,2,own,quite rich,rich,2360,15,car
507,34,male,3,own,moderate,moderate,6850,15,car
508,28,male,2,own,little,NA,1413,24,radio/TV
509,45,male,3,own,moderate,NA,8588,39,car
510,26,male,2,own,little,little,759,12,car
511,32,male,3,free,little,NA,4686,36,car
512,26,male,2,rent,little,rich,2687,15,business
513,20,male,2,rent,little,moderate,585,12,radio/TV
514,54,male,2,own,NA,NA,2255,24,car
515,37,female,2,own,little,little,609,6,car
516,40,male,1,own,little,little,1361,6,car
517,23,female,2,rent,little,NA,7127,36,furniture/equipment
518,43,male,2,own,moderate,little,1203,6,car
519,36,male,2,free,NA,NA,700,6,radio/TV
520,44,male,2,free,little,NA,5507,24,repairs
521,24,female,2,own,little,little,3190,18,radio/TV
522,53,male,2,free,little,little,7119,48,furniture/equipment
523,23,female,2,own,moderate,NA,3488,24,car
524,26,female,1,own,little,moderate,1113,18,radio/TV
525,30,male,2,own,little,moderate,7966,26,car
526,31,female,2,own,moderate,NA,1532,15,education
527,42,male,1,own,little,NA,1503,4,radio/TV
528,31,male,2,rent,little,little,2302,36,radio/TV
529,41,male,1,own,little,little,662,6,car
530,32,male,2,own,little,moderate,2273,36,education
531,28,female,2,rent,moderate,moderate,2631,15,car
532,41,male,2,rent,little,NA,1503,12,car
533,26,male,2,own,moderate,NA,1311,24,radio/TV
534,25,male,2,own,NA,NA,3105,24,radio/TV
535,33,male,2,rent,little,rich,2319,21,education
536,75,female,3,own,NA,little,1374,6,car
537,37,female,2,own,little,moderate,3612,18,furniture/equipment
538,42,male,3,free,little,little,7763,48,car
539,45,female,1,own,little,rich,3049,18,furniture/equipment
540,23,male,2,rent,little,moderate,1534,12,radio/TV
541,60,male,2,free,little,NA,2032,24,car
542,31,male,2,own,NA,little,6350,30,furniture/equipment
543,34,male,1,own,little,rich,2864,18,furniture/equipment
544,61,male,1,own,little,NA,1255,12,car
545,43,male,2,free,little,little,1333,24,car
546,37,female,2,own,little,NA,2022,24,car
547,32,male,2,own,little,NA,1552,24,radio/TV
548,24,female,1,own,little,little,626,12,radio/TV
549,35,male,2,free,NA,NA,8858,48,car
550,23,female,2,own,NA,NA,996,12,repairs
551,45,male,1,own,quite rich,NA,1750,6,radio/TV
552,34,male,2,own,little,little,6999,48,radio/TV
553,27,male,2,own,moderate,moderate,1995,12,car
554,67,female,3,own,little,moderate,1199,9,education
555,22,male,2,own,little,moderate,1331,12,radio/TV
556,28,female,2,own,moderate,moderate,2278,18,car
557,29,female,2,own,NA,NA,5003,21,car
558,27,male,2,own,little,little,3552,24,furniture/equipment
559,31,male,1,own,little,moderate,1928,18,furniture/equipment
560,49,male,2,free,NA,little,2964,24,car
561,24,male,1,rent,little,little,1546,24,radio/TV
562,29,female,2,own,little,rich,683,6,radio/TV
563,37,male,2,free,NA,moderate,12389,36,car
564,37,male,3,own,NA,moderate,4712,24,business
565,23,female,2,rent,moderate,moderate,1553,24,radio/TV
566,36,male,2,own,little,little,1372,12,car
567,34,male,2,own,rich,NA,2578,24,radio/TV
568,41,male,2,own,NA,moderate,3979,48,radio/TV
569,31,female,2,own,little,little,6758,48,radio/TV
570,23,female,1,rent,little,little,3234,24,furniture/equipment
571,38,male,2,own,little,NA,5954,30,radio/TV
572,26,female,3,rent,NA,NA,5433,24,car
573,22,female,1,own,little,little,806,15,business
574,27,male,1,own,little,moderate,1082,9,radio/TV
575,24,female,2,own,little,NA,2788,15,furniture/equipment
576,27,female,2,own,little,moderate,2930,12,radio/TV
577,33,female,2,own,NA,NA,1927,24,education
578,27,male,2,own,little,moderate,2820,36,car
579,27,male,1,own,little,NA,937,24,education
580,30,male,2,own,little,moderate,1056,18,car
581,49,male,1,own,little,moderate,3124,12,car
582,26,female,2,rent,little,NA,1388,9,furniture/equipment
583,33,male,1,rent,little,moderate,2384,36,repairs
584,52,female,3,free,NA,NA,2133,12,car
585,20,female,2,rent,little,little,2039,18,furniture/equipment
586,36,male,2,rent,little,little,2799,9,car
587,21,male,1,own,little,little,1289,12,furniture/equipment
588,47,male,1,own,little,little,1217,18,domestic appliances
589,60,male,2,own,little,little,2246,12,furniture/equipment
590,58,female,1,own,little,little,385,12,radio/TV
591,42,female,2,rent,NA,moderate,1965,24,car
592,36,female,1,own,rich,NA,1572,21,business
593,20,female,1,rent,little,moderate,2718,24,car
594,40,male,3,own,NA,little,1358,24,vacation/others
595,32,female,1,own,moderate,moderate,931,6,car
596,23,female,2,rent,little,little,1442,24,car
597,36,male,1,own,little,moderate,4241,24,business
598,31,male,2,own,little,NA,2775,18,car
599,32,male,2,free,little,NA,3863,24,business
600,45,female,2,own,little,moderate,2329,7,radio/TV
601,30,female,2,own,little,moderate,918,9,furniture/equipment
602,34,female,1,free,little,moderate,1837,24,education
603,28,female,3,own,little,NA,3349,36,furniture/equipment
604,23,female,2,own,little,rich,1275,10,furniture/equipment
605,22,male,2,own,quite rich,little,2828,24,furniture/equipment
606,74,male,3,own,little,NA,4526,24,business
607,50,female,2,free,moderate,moderate,2671,36,radio/TV
608,33,male,2,own,little,NA,2051,18,radio/TV
609,45,male,2,free,NA,NA,1300,15,car
610,22,female,2,own,moderate,little,741,12,domestic appliances
611,48,female,1,free,moderate,rich,1240,10,car
612,29,female,2,own,rich,little,3357,21,radio/TV
613,22,female,2,rent,little,little,3632,24,car
614,22,female,2,own,little,NA,1808,18,furniture/equipment
615,48,male,3,own,NA,moderate,12204,48,business
616,27,male,3,free,NA,moderate,9157,60,radio/TV
617,37,male,2,rent,little,little,3676,6,car
618,21,female,2,rent,moderate,moderate,3441,30,furniture/equipment
619,49,male,1,own,little,NA,640,12,car
620,27,male,2,own,little,moderate,3652,21,business
621,32,male,2,own,little,NA,1530,18,car
622,38,male,2,own,NA,NA,3914,48,business
623,22,female,2,rent,little,little,1858,12,furniture/equipment
624,65,male,2,free,little,little,2600,18,radio/TV
625,35,male,2,own,NA,NA,1979,15,radio/TV
626,41,male,2,own,little,rich,2116,6,furniture/equipment
627,29,male,2,own,moderate,moderate,1437,9,car
628,36,male,2,own,quite rich,NA,4042,42,furniture/equipment
629,64,male,1,own,NA,NA,3832,9,education
630,28,female,2,own,little,little,3660,24,radio/TV
631,44,male,2,own,little,little,1553,18,furniture/equipment
632,23,male,2,own,NA,moderate,1444,15,radio/TV
633,19,female,2,rent,little,NA,1980,9,furniture/equipment
634,25,female,1,own,little,moderate,1355,24,car
635,47,male,2,own,little,NA,1393,12,education
636,28,female,2,own,quite rich,NA,1376,24,radio/TV
637,21,male,2,own,little,NA,15653,60,radio/TV
638,34,female,2,own,little,NA,1493,12,radio/TV
639,26,male,2,own,little,little,4370,42,radio/TV
640,27,female,0,own,little,little,750,18,education
641,38,male,1,own,little,moderate,1308,15,repairs
642,40,male,3,own,moderate,NA,4623,15,education
643,33,male,2,own,little,NA,1851,24,radio/TV
644,32,male,3,own,little,little,1880,18,radio/TV
645,27,male,2,rent,NA,NA,7980,36,business
646,32,male,2,own,little,little,4583,30,furniture/equipment
647,26,female,2,own,quite rich,NA,1386,12,car
648,38,male,2,free,little,rich,947,24,car
649,40,male,1,rent,little,little,684,12,education
650,50,male,3,free,little,little,7476,48,education
651,37,male,1,own,little,moderate,1922,12,furniture/equipment
652,45,male,2,own,little,little,2303,24,car
653,42,male,3,own,moderate,moderate,8086,36,car
654,35,male,2,own,little,NA,2346,24,car
655,22,male,2,free,little,little,3973,14,car
656,41,male,1,own,little,moderate,888,12,car
657,37,male,2,own,NA,NA,10222,48,radio/TV
658,28,female,2,own,little,moderate,4221,30,business
659,41,male,2,own,little,moderate,6361,18,furniture/equipment
660,23,male,2,rent,little,rich,1297,12,radio/TV
661,23,male,2,own,NA,little,900,12,car
662,50,male,2,own,little,NA,2241,21,furniture/equipment
663,35,male,3,own,little,moderate,1050,6,furniture/equipment
664,50,female,1,own,little,rich,1047,6,education
665,27,male,3,own,little,NA,6314,24,vacation/others
666,34,male,2,own,rich,moderate,3496,30,furniture/equipment
667,27,female,2,own,little,NA,3609,48,business
668,43,male,2,rent,little,little,4843,12,car
669,47,male,2,own,little,rich,3017,30,radio/TV
670,27,male,1,own,moderate,NA,4139,24,business
671,31,male,2,own,moderate,NA,5742,36,business
672,42,male,3,own,little,NA,10366,60,car
673,24,male,2,own,quite rich,NA,2080,6,car
674,41,male,1,own,quite rich,NA,2580,21,business
675,26,female,3,rent,little,NA,4530,30,radio/TV
676,33,male,2,own,little,NA,5150,24,furniture/equipment
677,24,male,2,own,moderate,moderate,5595,72,radio/TV
678,64,male,1,rent,little,little,2384,24,radio/TV
679,26,female,2,own,little,NA,1453,18,radio/TV
680,56,female,2,own,little,NA,1538,6,education
681,37,male,2,free,NA,NA,2279,12,radio/TV
682,33,male,2,own,little,NA,1478,15,radio/TV
683,47,male,2,free,little,NA,5103,24,radio/TV
684,31,male,1,own,moderate,moderate,9857,36,business
685,34,male,2,free,NA,NA,6527,60,car
686,27,male,2,own,NA,rich,1347,10,radio/TV
687,30,male,2,free,moderate,moderate,2862,36,car
688,35,male,2,own,moderate,NA,2753,9,radio/TV
689,31,male,2,own,rich,little,3651,12,car
690,25,male,2,own,little,little,975,15,furniture/equipment
691,25,female,1,own,moderate,moderate,2631,15,repairs
692,29,male,2,own,moderate,moderate,2896,24,radio/TV
693,44,male,1,own,NA,little,4716,6,car
694,28,male,2,own,little,NA,2284,24,radio/TV
695,50,male,2,rent,quite rich,NA,1236,6,car
696,29,male,2,own,little,moderate,1103,12,radio/TV
697,38,female,0,own,little,NA,926,12,car
698,24,male,2,own,little,NA,1800,18,radio/TV
699,40,male,3,rent,little,rich,1905,15,education
700,29,female,1,rent,quite rich,NA,1123,12,furniture/equipment
701,46,male,2,free,little,little,6331,48,car
702,47,female,2,free,moderate,rich,1377,24,radio/TV
703,41,male,2,own,moderate,moderate,2503,30,business
704,32,female,2,own,little,moderate,2528,27,business
705,35,female,2,free,quite rich,NA,5324,15,car
706,24,male,2,own,moderate,moderate,6560,48,car
707,25,female,2,rent,little,moderate,2969,12,furniture/equipment
708,25,female,2,own,little,moderate,1206,9,radio/TV
709,37,male,1,own,little,moderate,2118,9,radio/TV
710,32,male,3,own,quite rich,NA,629,18,radio/TV
711,35,female,2,free,little,little,1198,6,education
712,46,male,3,own,NA,NA,2476,21,car
713,25,male,1,own,little,little,1138,9,radio/TV
714,27,male,3,own,little,moderate,14027,60,car
715,63,male,2,own,NA,NA,7596,30,car
716,40,male,2,own,NA,NA,3077,30,radio/TV
717,32,male,3,free,little,NA,1505,18,radio/TV
718,31,male,2,own,NA,rich,3148,24,radio/TV
719,31,male,2,own,moderate,moderate,6148,20,car
720,34,male,3,own,little,rich,1337,9,radio/TV
721,24,female,2,rent,rich,moderate,433,6,education
722,24,female,1,own,little,little,1228,12,car
723,66,female,1,own,quite rich,moderate,790,9,radio/TV
724,21,female,2,rent,little,NA,2570,27,car
725,41,female,1,own,rich,NA,250,6,car
726,47,male,1,own,quite rich,NA,1316,15,radio/TV
727,25,female,2,rent,little,little,1882,18,radio/TV
728,59,female,2,rent,little,moderate,6416,48,business
729,36,male,2,own,rich,rich,1275,24,business
730,33,male,2,own,little,moderate,6403,24,radio/TV
731,21,male,1,rent,little,little,1987,24,radio/TV
732,44,female,1,own,little,moderate,760,8,radio/TV
733,28,female,2,rent,rich,NA,2603,24,car
734,37,female,2,own,little,NA,3380,4,car
735,29,female,0,own,NA,moderate,3990,36,domestic appliances
736,23,female,3,rent,little,moderate,11560,24,car
737,35,male,1,own,moderate,little,4380,18,car
738,45,male,3,own,little,NA,6761,6,car
739,26,female,1,rent,moderate,moderate,4280,30,business
740,32,male,2,own,moderate,little,2325,24,car
741,23,male,1,own,little,moderate,1048,10,radio/TV
742,41,male,2,own,NA,NA,3160,21,radio/TV
743,22,male,2,own,quite rich,little,2483,24,furniture/equipment
744,30,male,3,own,NA,little,14179,39,furniture/equipment
745,28,male,1,own,little,little,1797,13,business
746,23,female,2,rent,little,little,2511,15,car
747,37,female,1,own,little,little,1274,12,car
748,26,male,2,own,NA,NA,5248,21,car
749,33,male,2,own,little,NA,3029,15,car
750,49,female,2,own,little,little,428,6,furniture/equipment
751,23,female,1,own,little,little,976,18,car
752,23,female,1,rent,moderate,moderate,841,12,business
753,25,female,2,own,little,NA,5771,30,radio/TV
754,55,male,2,free,rich,NA,1555,12,repairs
755,32,female,2,rent,NA,little,1285,24,car
756,74,male,0,own,little,rich,1299,6,car
757,39,male,2,free,NA,rich,1271,15,radio/TV
758,31,male,2,own,little,NA,1393,24,car
759,35,male,2,own,little,little,691,12,car
760,59,female,2,own,NA,NA,5045,15,car
761,24,female,2,rent,little,little,2124,18,furniture/equipment
762,24,male,1,own,little,little,2214,12,radio/TV
763,30,male,3,free,NA,NA,12680,21,car
764,27,male,2,own,moderate,NA,2463,24,car
765,40,male,1,own,little,moderate,1155,12,radio/TV
766,31,male,1,own,little,little,3108,30,furniture/equipment
767,31,female,2,rent,NA,NA,2901,10,car
768,28,male,2,rent,little,moderate,3617,12,furniture/equipment
769,63,male,1,own,little,NA,1655,12,radio/TV
770,26,female,2,rent,NA,little,2812,24,car
771,25,female,3,own,little,little,8065,36,education
772,36,male,3,own,little,NA,3275,21,car
773,52,male,2,own,moderate,NA,2223,24,radio/TV
774,66,male,0,free,quite rich,rich,1480,12,car
775,25,female,2,rent,NA,little,1371,24,car
776,37,male,2,own,little,NA,3535,36,car
777,25,female,2,own,little,little,3509,18,radio/TV
778,38,male,3,own,rich,NA,5711,36,car
779,67,female,2,own,little,moderate,3872,18,repairs
780,25,male,2,own,little,moderate,4933,39,radio/TV
781,60,male,2,own,rich,NA,1940,24,car
782,31,male,1,own,little,moderate,1410,12,education
783,23,female,1,own,moderate,moderate,836,12,car
784,60,male,3,own,NA,moderate,6468,20,car
785,35,male,1,own,rich,moderate,1941,18,business
786,40,male,2,own,quite rich,NA,2675,22,radio/TV
787,38,male,2,own,NA,NA,2751,48,car
788,50,male,2,free,little,moderate,6224,48,education
789,27,male,2,own,little,little,5998,40,education
790,39,female,2,own,little,moderate,1188,21,business
791,41,male,3,own,NA,NA,6313,24,car
792,27,male,2,own,NA,NA,1221,6,furniture/equipment
793,51,male,2,free,little,rich,2892,24,furniture/equipment
794,32,male,2,rent,quite rich,NA,3062,24,furniture/equipment
795,22,female,2,rent,moderate,NA,2301,9,furniture/equipment
796,51,male,2,free,NA,little,7511,18,car
797,22,female,1,rent,little,NA,1258,12,furniture/equipment
798,54,male,2,own,NA,NA,717,24,car
799,35,male,0,own,NA,moderate,1549,9,car
800,54,male,2,free,little,NA,1597,24,education
801,48,female,1,rent,little,moderate,1795,18,radio/TV
802,24,female,2,own,little,little,4272,20,furniture/equipment
803,35,male,2,own,NA,NA,976,12,radio/TV
804,24,female,0,rent,NA,moderate,7472,12,car
805,24,male,2,own,little,little,9271,36,car
806,26,male,1,own,little,moderate,590,6,radio/TV
807,65,male,2,own,NA,NA,930,12,radio/TV
808,55,male,3,free,little,moderate,9283,42,car
809,26,female,0,rent,little,moderate,1778,15,car
810,26,male,2,own,little,moderate,907,8,business
811,28,male,1,own,little,moderate,484,6,radio/TV
812,24,male,2,own,little,little,9629,36,car
813,54,male,2,own,little,little,3051,48,domestic appliances
814,46,male,2,free,little,little,3931,48,car
815,54,female,2,rent,little,moderate,7432,36,car
816,62,male,2,own,quite rich,NA,1338,6,domestic appliances
817,24,female,2,rent,little,NA,1554,6,radio/TV
818,43,male,3,own,little,little,15857,36,vacation/others
819,26,male,2,own,little,little,1345,18,radio/TV
820,27,male,2,own,little,NA,1101,12,car
821,24,male,2,own,little,rich,3016,12,radio/TV
822,41,male,2,own,little,little,2712,36,furniture/equipment
823,47,male,1,own,little,little,731,8,car
824,35,male,3,own,little,NA,3780,18,furniture/equipment
825,30,male,2,own,little,little,1602,21,car
826,33,female,2,rent,little,little,3966,18,car
827,36,male,2,own,little,NA,4165,18,business
828,47,male,2,free,NA,little,8335,36,car
829,38,male,2,free,NA,moderate,6681,48,business
830,44,male,2,own,quite rich,NA,2375,24,business
831,23,female,2,rent,little,little,1216,18,car
832,29,male,2,rent,little,little,11816,45,business
833,42,female,2,own,NA,moderate,5084,24,radio/TV
834,25,female,1,own,little,rich,2327,15,radio/TV
835,48,male,2,own,little,little,1082,12,car
836,21,female,2,own,NA,NA,886,12,radio/TV
837,23,female,1,rent,little,NA,601,4,furniture/equipment
838,63,male,2,own,little,little,2957,24,car
839,46,male,2,own,little,NA,2611,24,radio/TV
840,29,male,2,own,little,little,5179,36,furniture/equipment
841,28,male,1,own,little,NA,2993,21,car
842,23,female,2,own,little,NA,1943,18,repairs
843,50,male,2,own,little,NA,1559,24,business
844,47,male,2,own,little,NA,3422,18,furniture/equipment
845,35,male,2,own,NA,moderate,3976,21,furniture/equipment
846,68,male,2,rent,NA,NA,6761,18,car
847,28,male,2,own,little,NA,1249,24,car
848,59,male,2,own,little,little,1364,9,radio/TV
849,57,male,1,own,little,little,709,12,radio/TV
850,33,male,2,rent,little,little,2235,20,car
851,43,male,2,own,NA,NA,4042,24,car
852,35,male,2,free,little,NA,1471,15,radio/TV
853,32,male,1,free,little,little,1442,18,car
854,45,male,2,own,little,NA,10875,36,car
855,33,male,2,own,moderate,NA,1474,24,car
856,40,female,2,own,NA,NA,894,10,education
857,28,male,2,free,little,NA,3343,15,furniture/equipment
858,29,female,2,own,little,little,3959,15,car
859,26,male,2,rent,moderate,NA,3577,9,car
860,27,male,2,own,rich,NA,5804,24,car
861,28,male,2,own,little,NA,2169,18,business
862,35,female,2,own,little,little,2439,24,radio/TV
863,32,male,1,own,rich,NA,4526,27,furniture/equipment
864,25,male,1,rent,little,NA,2210,10,furniture/equipment
865,20,female,2,rent,quite rich,NA,2221,15,furniture/equipment
866,27,female,2,own,little,little,2389,18,radio/TV
867,42,male,2,own,little,NA,3331,12,furniture/equipment
868,37,male,2,own,NA,NA,7409,36,business
869,24,female,2,rent,little,little,652,12,furniture/equipment
870,40,female,2,own,quite rich,NA,7678,36,furniture/equipment
871,46,male,2,own,little,rich,1343,6,car
872,26,male,2,own,moderate,little,1382,24,business
873,24,female,2,own,NA,NA,874,15,domestic appliances
874,29,male,1,own,little,little,3590,12,furniture/equipment
875,40,female,2,own,rich,moderate,1322,11,car
876,36,male,3,free,little,little,1940,18,radio/TV
877,28,male,2,own,little,NA,3595,36,radio/TV
878,27,male,3,free,little,little,1422,9,car
879,36,male,2,own,NA,NA,6742,30,radio/TV
880,38,male,3,own,little,NA,7814,24,car
881,48,male,2,free,NA,NA,9277,24,car
882,36,male,2,own,NA,moderate,2181,30,car
883,65,female,0,own,little,NA,1098,18,radio/TV
884,43,male,2,own,little,moderate,4057,24,furniture/equipment
885,53,female,2,own,little,little,795,12,education
886,34,male,2,own,NA,moderate,2825,24,business
887,23,male,2,own,little,moderate,15672,48,business
888,34,male,3,own,little,NA,6614,36,car
889,40,male,2,rent,NA,NA,7824,28,car
890,43,male,3,own,little,little,2442,27,business
891,46,male,2,own,little,NA,1829,15,radio/TV
892,38,male,1,own,little,little,2171,12,car
893,34,male,2,own,little,moderate,5800,36,car
894,29,male,2,own,NA,NA,1169,18,radio/TV
895,31,male,3,own,NA,NA,8947,36,car
896,28,female,3,rent,little,little,2606,21,radio/TV
897,35,female,2,own,rich,NA,1592,12,furniture/equipment
898,33,female,1,rent,NA,NA,2186,15,furniture/equipment
899,42,male,2,own,little,little,4153,18,furniture/equipment
900,43,male,2,rent,little,little,2625,16,car
901,44,male,2,own,NA,NA,3485,20,car
902,42,male,2,free,NA,NA,10477,36,car
903,40,male,2,rent,NA,NA,1386,15,radio/TV
904,36,male,3,own,little,NA,1278,24,radio/TV
905,20,male,3,rent,little,little,1107,12,radio/TV
906,24,male,1,own,NA,little,3763,21,car
907,27,male,2,own,NA,moderate,3711,36,education
908,46,female,1,own,little,NA,3594,15,car
909,33,female,1,own,NA,moderate,3195,9,car
910,34,female,2,own,little,NA,4454,36,radio/TV
911,25,female,1,own,little,moderate,4736,24,furniture/equipment
912,25,female,2,own,NA,moderate,2991,30,radio/TV
913,28,male,2,own,rich,NA,2142,11,business
914,31,male,2,rent,little,little,3161,24,business
915,32,female,3,own,little,moderate,18424,48,vacation/others
916,32,male,2,own,moderate,NA,2848,10,car
917,68,male,3,own,little,little,14896,6,car
918,33,male,2,own,moderate,little,2359,24,furniture/equipment
919,39,male,3,rent,little,little,3345,24,furniture/equipment
920,28,female,2,own,little,NA,1817,18,furniture/equipment
921,37,male,3,own,quite rich,NA,12749,48,radio/TV
922,22,female,2,rent,little,little,1366,9,radio/TV
923,30,male,2,rent,little,moderate,2002,12,car
924,55,male,2,own,little,little,6872,24,furniture/equipment
925,46,male,2,own,little,little,697,12,car
926,21,female,2,rent,little,little,1049,18,furniture/equipment
927,39,male,2,free,little,little,10297,48,car
928,58,male,2,own,NA,NA,1867,30,radio/TV
929,43,male,1,own,little,little,1344,12,car
930,24,male,1,own,little,little,1747,24,furniture/equipment
931,22,female,2,own,little,moderate,1670,9,radio/TV
932,30,male,2,own,little,NA,1224,9,car
933,42,male,2,own,quite rich,NA,522,12,radio/TV
934,23,female,2,own,little,little,1498,12,radio/TV
935,30,male,3,own,moderate,moderate,1919,30,radio/TV
936,28,female,1,own,little,rich,745,9,radio/TV
937,30,male,3,rent,little,moderate,2063,6,radio/TV
938,42,male,2,free,little,moderate,6288,60,education
939,46,male,3,own,NA,NA,6842,24,car
940,45,male,3,own,NA,NA,3527,12,car
941,31,male,1,own,little,NA,1546,10,car
942,31,male,2,own,NA,NA,929,24,furniture/equipment
943,42,male,1,own,little,NA,1455,4,car
944,46,female,2,rent,little,little,1845,15,furniture/equipment
945,30,female,2,own,quite rich,moderate,8358,48,car
946,30,male,2,free,quite rich,little,3349,24,furniture/equipment
947,38,male,3,own,NA,NA,2859,12,car
948,43,male,1,own,little,NA,1533,18,furniture/equipment
949,31,male,2,own,moderate,NA,3621,24,radio/TV
950,40,male,0,own,little,moderate,3590,18,business
951,24,male,2,own,little,little,2145,36,business
952,28,female,2,rent,quite rich,moderate,4113,24,car
953,26,female,3,own,little,NA,10974,36,furniture/equipment
954,29,female,2,own,little,little,1893,12,car
955,57,female,3,rent,rich,little,1231,24,radio/TV
956,49,male,1,own,NA,rich,3656,30,radio/TV
957,37,male,1,own,little,moderate,1154,9,radio/TV
958,45,male,1,own,little,little,4006,28,car
959,30,male,2,free,moderate,moderate,3069,24,furniture/equipment
960,30,male,2,rent,little,NA,1740,6,radio/TV
961,47,male,2,own,little,moderate,2353,21,car
962,29,male,2,own,NA,NA,3556,15,car
963,35,male,2,own,quite rich,NA,2397,24,radio/TV
964,22,male,1,own,little,moderate,454,6,repairs
965,26,female,2,own,NA,moderate,1715,30,radio/TV
966,23,male,1,own,quite rich,moderate,2520,27,radio/TV
967,54,female,3,rent,little,NA,3568,15,radio/TV
968,29,male,2,rent,NA,NA,7166,42,radio/TV
969,40,male,1,own,little,little,3939,11,car
970,22,male,2,own,moderate,moderate,1514,15,repairs
971,43,male,1,own,little,NA,7393,24,car
972,29,female,0,rent,little,little,1193,24,car
973,36,male,2,rent,little,little,7297,60,business
974,33,female,2,own,little,NA,2831,30,radio/TV
975,57,female,1,own,quite rich,rich,1258,24,radio/TV
976,64,female,2,own,little,moderate,753,6,radio/TV
977,42,male,2,own,NA,moderate,2427,18,business
978,47,male,1,own,little,NA,2538,24,car
979,25,male,2,rent,moderate,moderate,1264,15,car
980,49,male,2,own,little,moderate,8386,30,furniture/equipment
981,33,male,3,rent,little,NA,4844,48,business
982,28,female,3,own,moderate,rich,2923,21,car
983,26,male,2,own,little,little,8229,36,car
984,30,male,1,own,little,NA,2028,24,furniture/equipment
985,25,female,2,rent,little,little,1433,15,furniture/equipment
986,33,male,2,own,little,rich,6289,42,business
987,64,female,2,own,moderate,NA,1409,13,radio/TV
988,29,male,3,free,little,little,6579,24,car
989,48,male,1,own,little,moderate,1743,24,radio/TV
990,37,male,1,own,NA,NA,3565,12,education
991,34,male,1,own,moderate,NA,1569,15,radio/TV
992,23,male,1,rent,NA,little,1936,18,radio/TV
993,30,male,3,own,little,little,3959,36,furniture/equipment
994,50,male,2,own,NA,NA,2390,12,car
995,31,female,1,own,little,NA,1736,12,furniture/equipment
996,40,male,3,own,little,little,3857,30,car
997,38,male,2,own,little,NA,804,12,radio/TV
998,23,male,2,free,little,little,1845,45,radio/TV
999,27,male,2,own,moderate,moderate,4576,45,car