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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
29,401
200,000
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28
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5,765
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171,059
12,453
12
6,053
8,337
171,074
5,036
0
29,402
50,000
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29
0
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0
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698
725
843
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3
2
29
0
0
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0
8,965
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62,950
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0
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29
0
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2
2
2
0
0
43,933
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4,100
0
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2
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30
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0
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0
0
0
19,082
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790
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0
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30
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900
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3
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31
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0
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666
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2
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30
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4
4
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3
2
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29,415
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28
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2
2
29
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0
390
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390
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719
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390
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0
1,588
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29,417
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2
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29
0
0
0
0
0
0
8,099
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0
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28
0
0
0
0
0
0
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0
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2
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30
3
2
2
3
3
3
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0
1
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30
0
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0
115,141
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0
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2
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30
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820
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820
820
820
820
970
0
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5
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30
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0
2,663
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0
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2
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31
0
0
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0
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30
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48,931
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2
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30
0
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64,330
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26
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313
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39
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29,478
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37
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3
2
2
2
21,153
23,507
22,838
20,411
16,016
15,242
3,000
0
57
2,000
0
1,000
1
29,479
50,000
1
3
1
42
0
0
2
2
0
0
18,838
22,834
23,553
22,876
23,328
24,955
4,650
1,380
0
832
2,000
0
0
29,480
140,000
1
1
2
33
0
0
0
0
0
0
128,213
133,080
136,412
136,481
135,012
133,324
7,000
7,000
7,000
5,500
6,000
4,624
0
29,481
20,000
1
2
1
32
0
0
0
2
0
0
16,354
17,776
21,158
20,511
20,316
20,474
1,700
4,000
0
800
1,000
800
0
29,482
360,000
1
1
1
38
-1
-1
-1
-1
-1
-1
2,513
5,023
6,664
11,358
15,479
20,934
5,066
6,704
11,415
15,556
21,039
19,073
0
29,483
10,000
1
3
2
41
0
0
-2
-2
-1
-1
10,400
0
0
0
400
0
5,275
0
0
400
0
2,400
0
29,484
200,000
1
2
1
41
0
0
0
0
0
0
51,995
52,442
46,472
48,692
50,571
51,756
4,000
2,000
3,000
3,000
2,000
2,000
1
29,485
400,000
1
2
1
38
-1
-1
-1
0
-1
-1
3,380
3,395
5,856
6,401
389
21,447
3,411
8,863
1,032
390
21,448
1,001
0
29,486
180,000
1
1
1
32
0
0
0
-1
-1
-1
6,687
4,919
2,644
1,300
2,644
0
1,227
1,000
1,300
2,644
0
55,176
1
29,487
220,000
1
3
2
41
0
0
0
0
0
0
193,903
176,755
147,558
102,365
63,842
43,252
8,000
7,000
3,500
1,500
2,000
1,000
0
29,488
50,000
1
3
1
45
0
-1
-1
-2
-2
-2
5,339
1,189
0
0
0
0
1,189
300
0
0
0
0
0
29,489
100,000
1
5
1
45
0
0
0
0
0
0
94,502
95,697
98,222
90,500
82,586
22,620
5,000
5,000
3,203
2,103
50,000
0
0
29,490
50,000
1
2
2
47
0
0
0
0
-1
0
51,129
50,378
48,282
0
2,068
30,135
2,096
1,000
0
2,068
30,067
1,051
0
29,491
320,000
1
1
2
28
-2
-2
-2
-2
-2
-2
26,149
3,860
360
360
0
720
3,894
360
360
0
720
334
0
29,492
320,000
1
1
2
31
1
-2
-2
-2
-2
-2
-6,029
-9,119
-46,127
-50,616
-53,007
-94,625
185
28
12
208
8
14
1
29,493
310,000
1
2
1
31
-1
2
-1
-1
-1
-1
4,673
3,851
547
3,913
670
2,489
0
547
3,913
670
2,489
656
0
29,494
100,000
1
2
1
33
2
4
3
2
2
2
60,286
58,753
57,250
58,014
58,761
60,061
0
0
2,300
2,300
2,400
2,300
0
29,495
320,000
1
1
2
34
0
0
0
0
0
0
71,944
88,243
96,574
104,795
113,156
121,465
19,246
11,550
11,688
12,122
12,156
2,437
0
29,496
280,000
1
2
1
34
0
0
0
0
0
0
55,237
55,664
51,436
34,260
36,564
33,331
2,625
1,795
1,372
3,931
3,047
671
0
29,497
80,000
1
2
1
35
-1
-1
-1
-1
-1
0
1,692
2,694
1,130
397
42,857
41,864
2,702
1,246
397
42,860
7
118
0
29,498
200,000
1
1
1
41
1
2
0
0
2
2
150,406
151,415
156,476
163,330
162,163
170,867
5,000
7,500
11,000
3,000
11,365
7,000
1
29,499
70,000
1
2
1
37
0
0
2
0
0
2
23,546
26,630
25,922
27,177
28,930
28,329
3,800
0
2,000
2,200
0
2,100
0
29,500
50,000
1
1
1
40
0
0
0
0
0
0
47,695
48,879
44,765
31,240
20,343
12,349
2,017
3,000
2,000
3,007
1,003
1,500
0