german_credit_data.csv

id,duration_months,credit_amount,installment_rate,present_residence_since,age_years,number_existing_credits,checking_status,credit_history,purpose,savings_account,present_employment_since,debtors_guarantors,property,installment_plans,housing,job,number_people_liable,telephone,foreign_worker,gender,label
0,6,1169,4,4,67,2,A11,A34,A43,A65,A75,A101,A121,A143,A152,A173,1,A192,A201,male,0
1,48,5951,2,2,22,1,A12,A32,A43,A61,A73,A101,A121,A143,A152,A173,1,A191,A201,female,1
2,12,2096,2,3,49,1,A14,A34,A46,A61,A74,A101,A121,A143,A152,A172,2,A191,A201,male,0
3,42,7882,2,4,45,1,A11,A32,A42,A61,A74,A103,A122,A143,A153,A173,2,A191,A201,male,0
4,24,4870,3,4,53,2,A11,A33,A40,A61,A73,A101,A124,A143,A153,A173,2,A191,A201,male,1
5,36,9055,2,4,35,1,A14,A32,A46,A65,A73,A101,A124,A143,A153,A172,2,A192,A201,male,0
6,24,2835,3,4,53,1,A14,A32,A42,A63,A75,A101,A122,A143,A152,A173,1,A191,A201,male,0
7,36,6948,2,2,35,1,A12,A32,A41,A61,A73,A101,A123,A143,A151,A174,1,A192,A201,male,0
8,12,3059,2,4,61,1,A14,A32,A43,A64,A74,A101,A121,A143,A152,A172,1,A191,A201,male,0
9,30,5234,4,2,28,2,A12,A34,A40,A61,A71,A101,A123,A143,A152,A174,1,A191,A201,male,1
10,12,1295,3,1,25,1,A12,A32,A40,A61,A72,A101,A123,A143,A151,A173,1,A191,A201,female,1
11,48,4308,3,4,24,1,A11,A32,A49,A61,A72,A101,A122,A143,A151,A173,1,A191,A201,female,1
12,12,1567,1,1,22,1,A12,A32,A43,A61,A73,A101,A123,A143,A152,A173,1,A192,A201,female,0
13,24,1199,4,4,60,2,A11,A34,A40,A61,A75,A101,A123,A143,A152,A172,1,A191,A201,male,1
14,15,1403,2,4,28,1,A11,A32,A40,A61,A73,A101,A123,A143,A151,A173,1,A191,A201,female,0
15,24,1282,4,2,32,1,A11,A32,A43,A62,A73,A101,A123,A143,A152,A172,1,A191,A201,female,1
16,24,2424,4,4,53,2,A14,A34,A43,A65,A75,A101,A122,A143,A152,A173,1,A191,A201,male,0
17,30,8072,2,3,25,3,A11,A30,A49,A65,A72,A101,A123,A141,A152,A173,1,A191,A201,male,0
18,24,12579,4,2,44,1,A12,A32,A41,A61,A75,A101,A124,A143,A153,A174,1,A192,A201,female,1
19,24,3430,3,2,31,1,A14,A32,A43,A63,A75,A101,A123,A143,A152,A173,2,A192,A201,male,0
20,9,2134,4,4,48,3,A14,A34,A40,A61,A73,A101,A123,A143,A152,A173,1,A192,A201,male,0
21,6,2647,2,3,44,1,A11,A32,A43,A63,A73,A101,A121,A143,A151,A173,2,A191,A201,male,0
22,10,2241,1,3,48,2,A11,A34,A40,A61,A72,A101,A121,A143,A151,A172,2,A191,A202,male,0
23,12,1804,3,4,44,1,A12,A34,A41,A62,A72,A101,A122,A143,A152,A173,1,A191,A201,male,0
24,10,2069,2,1,26,2,A14,A34,A42,A65,A73,A101,A123,A143,A152,A173,1,A191,A202,male,0
25,6,1374,1,2,36,1,A11,A32,A42,A61,A73,A101,A121,A141,A152,A172,1,A192,A201,male,0
26,6,426,4,4,39,1,A14,A30,A43,A61,A75,A101,A123,A143,A152,A172,1,A191,A201,male,0
27,12,409,3,3,42,2,A13,A31,A43,A64,A73,A101,A121,A143,A151,A173,1,A191,A201,female,0
28,7,2415,3,2,34,1,A12,A32,A43,A61,A73,A103,A121,A143,A152,A173,1,A191,A201,male,0
29,60,6836,3,4,63,2,A11,A33,A49,A61,A75,A101,A124,A143,A152,A173,1,A192,A201,male,1
30,18,1913,3,3,36,1,A12,A32,A49,A64,A72,A101,A121,A141,A152,A173,1,A192,A201,male,0
31,24,4020,2,2,27,1,A11,A32,A42,A61,A73,A101,A123,A142,A152,A173,1,A191,A201,male,0
32,18,5866,2,2,30,2,A12,A32,A40,A62,A73,A101,A123,A143,A152,A173,1,A192,A201,male,0
33,12,1264,4,4,57,1,A14,A34,A49,A65,A75,A101,A124,A143,A151,A172,1,A191,A201,male,0
34,12,1474,4,1,33,1,A13,A32,A42,A61,A72,A101,A122,A141,A152,A174,1,A192,A201,female,0
35,45,4746,4,2,25,2,A12,A34,A43,A61,A72,A101,A122,A143,A152,A172,1,A191,A201,male,1
36,48,6110,1,3,31,1,A14,A34,A46,A61,A73,A101,A124,A141,A153,A173,1,A192,A201,male,0
37,18,2100,4,2,37,1,A13,A32,A43,A61,A73,A102,A121,A142,A152,A173,1,A191,A201,male,1
38,10,1225,2,2,37,1,A13,A32,A44,A61,A73,A101,A123,A143,A152,A173,1,A192,A201,male,0
39,9,458,4,3,24,1,A12,A32,A43,A61,A73,A101,A121,A143,A152,A173,1,A191,A201,male,0
40,30,2333,4,2,30,1,A14,A32,A43,A63,A75,A101,A123,A141,A152,A174,1,A191,A201,male,0
41,12,1158,3,1,26,1,A12,A32,A43,A63,A73,A101,A123,A143,A152,A173,1,A192,A201,male,0
42,18,6204,2,4,44,1,A12,A33,A45,A61,A73,A101,A121,A143,A152,A172,2,A192,A201,male,0
43,30,6187,1,4,24,2,A11,A34,A41,A62,A74,A101,A123,A143,A151,A173,1,A191,A201,male,0
44,48,6143,4,4,58,2,A11,A34,A41,A61,A75,A101,A124,A142,A153,A172,1,A191,A201,female,1
45,11,1393,4,4,35,2,A14,A34,A40,A61,A72,A101,A123,A143,A152,A174,1,A191,A201,female,0
46,36,2299,4,4,39,1,A14,A32,A43,A63,A75,A101,A123,A143,A152,A173,1,A191,A201,male,0
47,6,1352,1,2,23,1,A11,A32,A41,A63,A71,A101,A122,A143,A151,A171,1,A192,A201,female,0
48,11,7228,1,4,39,2,A14,A34,A40,A61,A73,A101,A122,A143,A152,A172,1,A191,A201,male,0
49,12,2073,4,2,28,1,A14,A32,A43,A62,A73,A102,A121,A143,A152,A173,1,A191,A201,female,0
50,24,2333,4,2,29,1,A12,A33,A42,A65,A72,A101,A122,A141,A152,A172,1,A191,A201,male,0
51,27,5965,1,2,30,2,A12,A33,A41,A61,A75,A101,A123,A143,A152,A174,1,A192,A201,male,0
52,12,1262,3,2,25,1,A14,A32,A43,A61,A73,A101,A123,A143,A152,A173,1,A191,A201,male,0
53,18,3378,2,1,31,1,A14,A32,A41,A65,A73,A101,A122,A143,A152,A173,1,A192,A201,male,0
54,36,2225,4,4,57,2,A12,A33,A40,A61,A75,A101,A124,A141,A153,A173,1,A192,A201,male,1
55,6,783,1,2,26,1,A14,A31,A40,A65,A73,A103,A121,A142,A152,A172,2,A191,A201,male,0
56,12,6468,2,1,52,1,A12,A32,A43,A65,A71,A101,A124,A143,A152,A174,1,A192,A201,male,1
57,36,9566,2,2,31,2,A14,A34,A43,A61,A73,A101,A123,A142,A152,A173,1,A191,A201,female,0
58,18,1961,3,2,23,1,A13,A32,A40,A61,A75,A101,A123,A143,A152,A174,1,A191,A201,female,0
59,36,6229,4,4,23,2,A11,A34,A42,A61,A72,A102,A124,A143,A151,A172,1,A192,A201,female,1
60,9,1391,2,1,27,1,A12,A32,A49,A61,A73,A101,A121,A141,A152,A173,1,A192,A201,male,0
61,15,1537,4,4,50,2,A12,A34,A43,A65,A75,A103,A121,A143,A152,A173,1,A192,A201,male,0
62,36,1953,4,4,61,1,A12,A30,A49,A61,A75,A101,A124,A143,A153,A174,1,A192,A201,male,1
63,48,14421,2,2,25,1,A12,A30,A49,A61,A73,A101,A123,A143,A152,A173,1,A192,A201,male,1
64,24,3181,4,4,26,1,A14,A32,A43,A61,A72,A101,A122,A143,A152,A173,1,A192,A201,female,0
65,27,5190,4,4,48,4,A14,A32,A45,A65,A75,A101,A122,A143,A152,A173,2,A192,A201,male,0
66,12,2171,2,2,29,1,A14,A32,A43,A61,A72,A101,A123,A141,A152,A173,1,A191,A201,female,0
67,12,1007,4,1,22,1,A12,A32,A40,A64,A73,A101,A121,A143,A152,A173,1,A191,A201,male,0
68,36,1819,4,4,37,1,A14,A32,A46,A61,A73,A101,A124,A142,A153,A173,1,A192,A201,male,1
69,36,2394,4,4,25,1,A14,A32,A43,A65,A73,A101,A123,A143,A152,A173,1,A191,A201,female,0
70,36,8133,1,2,30,1,A14,A32,A41,A61,A73,A101,A122,A141,A152,A173,1,A191,A201,female,0
71,7,730,4,2,46,2,A14,A34,A43,A65,A75,A101,A122,A143,A151,A172,1,A192,A201,male,0
72,8,1164,3,4,51,2,A11,A34,A410,A61,A75,A101,A124,A141,A153,A174,2,A192,A201,male,0
73,42,5954,2,1,41,2,A12,A34,A49,A61,A74,A101,A121,A141,A152,A172,1,A191,A201,female,0
74,36,1977,4,4,40,1,A11,A32,A46,A65,A75,A101,A124,A143,A152,A174,1,A192,A201,male,1
75,12,1526,4,4,66,2,A11,A34,A41,A61,A75,A101,A124,A143,A153,A174,1,A191,A201,male,0
76,42,3965,4,3,34,1,A11,A32,A43,A61,A72,A101,A123,A143,A152,A173,1,A191,A201,male,1
77,11,4771,2,4,51,1,A12,A33,A43,A61,A74,A101,A122,A143,A152,A173,1,A191,A201,male,0
78,54,9436,2,2,39,1,A14,A30,A41,A65,A73,A101,A122,A143,A152,A172,2,A191,A201,male,0
79,30,3832,2,1,22,1,A12,A32,A42,A61,A72,A101,A122,A143,A152,A173,1,A191,A201,male,0
80,24,5943,1,1,44,2,A14,A32,A43,A65,A72,A101,A123,A143,A152,A173,1,A192,A201,female,1
81,15,1213,4,3,47,1,A14,A32,A43,A63,A75,A101,A122,A142,A152,A173,1,A192,A201,male,0
82,18,1568,3,4,24,1,A14,A32,A49,A62,A73,A101,A122,A143,A151,A172,1,A191,A201,female,0
83,24,1755,4,4,58,1,A11,A32,A410,A61,A75,A103,A121,A143,A152,A172,1,A192,A201,female,0
84,10,2315,3,4,52,1,A11,A32,A43,A61,A75,A101,A121,A143,A152,A172,1,A191,A201,male,0
85,12,1412,4,2,29,2,A14,A34,A49,A61,A73,A103,A121,A143,A152,A174,1,A192,A201,female,0
86,18,1295,4,1,27,2,A12,A34,A42,A61,A72,A101,A122,A143,A152,A173,1,A191,A201,female,0
87,36,12612,1,4,47,1,A12,A32,A46,A62,A73,A101,A124,A143,A153,A173,2,A192,A201,male,1
88,18,2249,4,3,30,1,A11,A32,A40,A62,A74,A101,A123,A143,A152,A174,2,A192,A201,male,0
89,12,1108,4,3,28,2,A11,A30,A45,A61,A74,A101,A121,A143,A152,A173,1,A191,A201,male,1
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94,12,1318,4,4,54,1,A12,A32,A40,A64,A75,A101,A121,A143,A152,A173,1,A192,A201,male,0
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103,9,1919,4,3,35,1,A12,A34,A42,A61,A74,A101,A123,A143,A151,A173,1,A192,A201,male,0
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108,24,7721,1,2,30,1,A11,A32,A42,A65,A72,A101,A122,A143,A152,A173,1,A192,A202,female,0
109,14,1410,1,2,35,1,A12,A32,A49,A63,A75,A101,A121,A143,A152,A173,1,A192,A201,male,0
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111,15,392,4,4,23,1,A13,A32,A46,A61,A72,A101,A122,A143,A151,A173,1,A192,A201,female,0
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