Datasets:
scikit-learn
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credit-card-clients

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ID
int64
1
30k
LIMIT_BAL
float64
10k
1M
SEX
int64
1
2
EDUCATION
int64
0
6
MARRIAGE
int64
0
3
AGE
int64
21
79
PAY_0
int64
-2
8
PAY_2
int64
-2
8
PAY_3
int64
-2
8
PAY_4
int64
-2
8
PAY_5
int64
-2
8
PAY_6
int64
-2
8
BILL_AMT1
int64
-165,580
965k
BILL_AMT2
float64
-69,777
984k
BILL_AMT3
float64
-157,264
1.66M
BILL_AMT4
int64
-170,000
892k
BILL_AMT5
float64
-81,334
927k
BILL_AMT6
float64
-339,603
962k
PAY_AMT1
float64
0
874k
PAY_AMT2
float64
0
1.68M
PAY_AMT3
float64
0
896k
PAY_AMT4
float64
0
621k
PAY_AMT5
float64
0
427k
PAY_AMT6
float64
0
529k
default.payment.next.month
int64
0
1
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150,000
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48
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27,302
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30
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0
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33
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2
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2
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34
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95
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30
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49
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38
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5
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44
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150
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47
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43
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2
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41
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2
2
2
2
0
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31
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44
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0
0
1,952
2,500
0
1
27,377
350,000
1
2
2
40
0
0
0
0
-1
-1
28,194
29,334
30,900
0
223
223
1,500
2,000
0
223
223
223
0
27,378
180,000
1
3
2
44
0
0
0
0
0
0
172,064
175,287
119,687
131,725
134,122
133,961
8,000
5,018
21,000
6,000
6,000
6,000
0
27,379
410,000
1
2
1
41
0
0
0
0
-1
0
392,906
400,864
410,877
419,454
1,356
1,362
16,000
17,986
18,545
1,362
6
0
0
27,380
50,000
1
3
1
36
0
0
0
0
0
0
44,917
46,230
49,319
50,401
18,919
19,469
2,061
4,150
2,232
750
929
611
0
27,381
430,000
1
3
1
36
0
0
0
0
0
0
35,488
39,897
48,916
52,021
27,796
29,340
5,000
10,000
4,000
1,500
2,000
2,000
0
27,382
200,000
1
3
3
48
-1
-1
-1
-1
0
0
7,331
4,760
3,529
11,711
38,079
0
4,780
3,529
11,726
35,000
0
0
0
27,383
180,000
1
1
2
35
0
0
0
0
0
0
52,160
46,545
43,604
43,571
19,360
20,650
3,022
3,005
3,002
3,004
3,000
0
0
27,384
200,000
1
1
1
35
0
0
0
0
-1
0
29,675
28,425
20,289
43,432
149,388
136,192
9,000
2,000
31,162
157,142
10,418
69,238
0
27,385
160,000
1
2
1
35
2
2
2
0
0
0
155,327
159,293
154,957
157,788
160,282
100,213
8,000
0
7,300
7,000
4,400
1,200
1
27,386
100,000
1
2
1
47
0
0
0
0
0
0
72,703
74,147
76,305
77,855
78,961
80,452
2,653
3,352
3,413
3,000
2,919
2,944
0
27,387
140,000
1
2
2
44
2
0
0
0
0
0
84,371
85,119
86,901
89,583
90,432
92,332
3,046
3,153
4,126
3,231
3,351
3,400
1
27,388
120,000
1
2
1
43
-1
-1
-2
-1
-1
-1
3,972
2,809
1,021
2,311
3,868
2,980
2,816
1,021
2,321
3,868
2,980
0
0
27,389
360,000
1
1
2
37
1
-1
-1
-1
-1
-1
-2
513
1,070
-10
2,107
627
515
1,075
0
2,117
630
375
0
27,390
120,000
1
1
1
41
0
0
0
0
0
-1
115,467
54,921
56,542
58,023
17,421
105,771
2,000
2,500
2,800
1,000
109,000
4,200
1
27,391
310,000
1
1
1
37
-1
-1
-1
-1
-1
-1
46,916
5,545
17,152
6,540
6,834
6,890
5,545
17,248
6,559
10,000
6,890
5,593
0
27,392
180,000
1
1
1
44
-2
-2
-2
-2
-2
-2
14,787
12,222
16,564
15,047
17,884
13,630
12,898
17,266
15,053
17,884
13,630
15,463
0
27,393
160,000
1
2
1
46
0
0
0
0
0
0
116,988
114,956
114,531
106,467
106,967
109,245
4,200
5,555
4,000
4,000
4,000
4,200
0
27,394
50,000
1
2
1
48
2
0
0
0
0
0
79,262
40,931
40,892
41,612
18,825
18,019
3,278
1,880
1,650
10,000
1,000
700
1
27,395
300,000
1
2
1
40
0
0
0
0
0
0
25,492
28,048
30,582
33,059
35,498
39,902
3,000
3,000
3,000
3,000
5,000
5,000
0
27,396
500,000
1
3
1
43
0
0
0
0
0
0
57,313
54,997
44,226
40,712
37,311
27,068
4,060
5,014
5,005
4,000
5,000
0
0
27,397
230,000
1
2
1
39
1
-1
2
0
0
-1
-430
16,659
1,982
1,982
991
5,400
18,675
0
991
0
5,400
0
0
27,398
300,000
1
3
1
45
-1
-1
-1
2
-1
0
836
390
780
390
780
780
390
780
0
780
0
0
0
27,399
180,000
1
2
2
41
-2
-2
-2
-2
-2
-2
0
900
910
0
0
0
900
910
0
0
0
0
0
27,400
280,000
1
2
1
45
-1
-1
-1
-1
-1
-1
1,207
1,207
1,207
1,207
1,207
1,207
1,207
1,207
1,207
1,207
1,207
1,207
0