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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
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0
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1
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37
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36
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43
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1
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40
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39
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45
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2
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35
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43
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31
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163,364
7,200
7,300
5,700
6,300
3,300
9,300
0
27,478
300,000
1
2
1
51
1
2
0
0
0
2
198,235
193,548
198,422
204,116
214,691
218,101
0
8,000
9,000
15,500
7,000
10,000
0
27,479
150,000
1
3
2
51
-1
-1
-1
-1
-1
-1
3,958
3,146
2,651
2,465
4,108
4,703
3,146
2,659
2,472
4,116
4,703
4,708
0
27,480
300,000
1
3
1
51
-2
-2
-2
-2
-2
-2
1,236
-13
-13
2,155
2,402
-10
0
0
2,168
2,421
0
0
0
27,481
500,000
1
1
1
57
-2
-2
-2
-2
-2
-2
18,726
29,914
8,340
16,561
15,662
28,935
29,914
8,340
16,561
15,701
28,935
10,000
0
27,482
160,000
1
2
2
57
-2
-2
-2
-2
-2
-1
-1
-1
-1
-1
-1
600
0
0
0
0
601
0
1
27,483
50,000
1
1
2
54
2
0
0
0
0
0
9,159
10,474
10,184
6,279
7,693
15,083
1,500
1,508
1,000
1,500
1,000
2,000
0
27,484
10,000
1
3
2
56
2
2
0
0
0
0
10,156
8,570
6,101
6,711
7,258
7,777
0
1,500
2,000
2,000
2,000
2,000
0
27,485
100,000
1
3
1
54
2
2
2
3
2
2
81,507
83,154
88,223
85,924
86,803
88,745
3,900
7,300
0
3,200
3,500
3,420
1
27,486
300,000
1
1
1
58
2
2
2
2
2
2
148,265
158,230
160,242
156,171
165,556
169,250
14,000
6,000
0
12,000
6,500
6,500
1
27,487
30,000
1
2
1
57
0
0
0
0
0
0
24,911
26,241
27,512
27,831
28,795
29,285
1,750
2,000
1,240
1,200
1,100
0
1
27,488
90,000
1
1
2
52
0
0
0
0
0
0
91,671
91,656
87,106
48,730
27,535
27,751
4,508
5,110
2,000
3,000
1,000
3,000
0
27,489
30,000
1
3
2
53
0
0
0
0
0
0
29,683
26,328
27,422
28,307
28,902
29,506
1,426
1,520
1,405
1,000
1,006
1,451
0
27,490
140,000
1
3
1
53
0
0
0
0
0
0
133,167
135,889
81,607
83,927
84,861
86,556
5,400
3,000
4,000
3,500
3,504
3,500
0
27,491
50,000
1
1
2
53
0
0
0
0
0
0
49,512
50,463
49,793
50,032
18,336
18,720
1,771
2,061
1,300
643
666
686
0
27,492
100,000
1
5
1
53
0
0
0
0
0
0
184,438
188,238
192,080
196,000
200,000
0
3,800
3,842
3,920
4,000
0
0
0
27,493
30,000
1
2
1
49
0
0
0
0
0
0
29,707
28,853
30,107
29,923
29,472
27,729
2,000
3,000
4,000
2,000
4,000
2,000
0
27,494
160,000
1
3
1
51
0
0
0
-2
-1
-1
4,042
4,338
-1,801
-5,513
743
1,012
1,000
0
0
6,256
1,050
1,000
1
27,495
10,000
1
3
1
57
0
0
0
2
2
0
7,525
6,952
9,356
9,533
9,233
9,295
1,276
2,680
477
0
360
1,000
0
27,496
170,000
1
2
1
57
-1
-1
-1
-1
0
-1
792
-2,604
396
792
396
396
0
3,396
792
0
396
396
1
27,497
50,000
1
1
1
48
0
0
0
0
0
0
48,096
49,267
48,078
25,869
22,647
2,875
2,300
2,000
1,600
100
250
104
0
27,498
500,000
1
3
1
53
-1
2
2
-2
-1
-1
5,008
546
-4
-4
1,319
2,977
1
0
0
1,323
3,000
8
0
27,499
500,000
1
3
1
55
2
0
0
0
0
0
613,860
512,526
334,227
145,482
125,936
91,382
37,300
11,000
4,500
4,000
4,000
100,000
1
27,500
20,000
1
2
1
59
3
2
3
3
2
2
6,015
7,759
8,486
8,208
7,930
8,650
2,000
1,000
0
0
1,000
0
1