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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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3
1
61
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200
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45
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5,307
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6,616
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4,495
67,969
65,814
38,464
1
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26
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322
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24
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33
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0
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2
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34
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2
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0
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3
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48
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2
2
0
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0
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2
1
42
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1
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38
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0
0
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296,815
283,744
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250,033
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226,905
10,279
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26
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2
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769
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2
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37
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326
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326
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324
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40
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27
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122,501
63,816
17,257
7,655
205,211
6,100
5,000
2,000
8,000
1
5,079
50,000
2
2
3
48
2
0
0
0
0
0
18,460
20,942
18,942
18,811
18,183
18,561
2,813
1,289
658
659
679
654
1
5,080
200,000
2
2
1
43
2
2
2
2
2
2
171,647
167,478
178,983
180,784
184,201
187,467
0
14,500
6,400
7,000
7,000
7,000
0
5,081
30,000
1
3
2
59
1
2
0
0
0
0
13,486
12,984
13,991
14,114
14,406
14,692
0
1,528
651
668
674
683
1
5,082
290,000
2
2
1
36
-2
-2
-2
-2
-2
-2
754
-98
-309
63
227
946
0
0
500
590
1,045
0
0
5,083
50,000
2
3
1
57
0
-1
-1
-1
-1
-1
3,964
1,690
3,780
1,468
1,468
1,644
1,690
3,780
1,468
1,468
1,644
1,363
0
5,084
50,000
2
2
1
52
-1
-1
-2
-2
-2
-1
600
972
0
0
0
6,500
972
0
0
0
6,500
1,863
0
5,085
140,000
1
3
1
45
2
2
2
2
2
2
134,073
130,521
137,328
136,280
136,247
134,089
0
10,707
5,014
5,091
4,608
42
1
5,086
50,000
1
2
1
43
0
0
0
0
0
0
15,941
14,154
15,109
14,125
14,034
14,946
1,255
1,210
487
508
1,534
526
1
5,087
80,000
2
2
2
23
0
0
0
0
0
-1
4,125
10,174
6,160
9,020
4,670
6,124
6,174
3,160
5,020
1,670
6,124
1,600
0
5,088
50,000
2
1
2
31
0
0
0
0
0
0
30,291
31,498
32,205
32,846
33,535
34,201
2,000
1,534
1,175
1,218
1,224
1,281
0
5,089
280,000
2
2
2
28
-2
-2
-2
-2
-2
-2
17,795
4,117
1,199
247
0
1,896
4,125
1,201
249
0
1,896
548
0
5,090
80,000
2
2
1
53
0
0
0
0
0
0
37,242
37,634
38,281
38,993
39,268
39,620
2,000
2,000
2,000
2,000
1,408
1,300
0
5,091
60,000
2
2
1
29
0
0
0
0
0
0
62,325
59,359
30,604
22,204
19,895
19,199
2,864
1,300
1,000
803
1,107
1,000
0
5,092
360,000
2
1
2
26
-1
0
0
-2
-2
-2
1,374
12,920
0
0
0
0
12,534
0
0
0
0
0
0
5,093
520,000
1
2
2
32
0
0
0
0
0
0
17,718
12,490
7,894
6,426
4,045
1,806
1,222
1,200
505
502
100
216,338
0
5,094
210,000
2
2
1
43
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
5,095
360,000
1
1
2
26
0
-1
-1
0
-1
-1
11,910
1,356
4,073
17,812
2,981
1,936
1,500
5,000
15,000
3,000
2,000
1,033
0
5,096
100,000
1
1
2
27
0
0
0
0
0
0
99,777
99,479
94,028
14,578
33,254
16,723
4,252
2,620
408
26,130
653
35,012
0
5,097
50,000
2
3
1
45
2
0
0
0
0
0
47,639
35,495
16,246
14,987
15,298
15,447
1,271
1,242
683
702
553
723
1
5,098
280,000
2
2
1
31
0
0
0
2
2
2
127,609
76,057
75,377
68,277
72,042
65,921
6,000
6,000
0
4,800
0
2,226
0
5,099
120,000
1
1
2
26
0
0
0
0
0
0
19,544
24,230
28,022
29,249
29,926
35,357
5,000
4,200
2,000
1,300
6,000
6,000
0
5,100
50,000
1
1
2
29
2
2
2
2
0
0
45,728
48,772
50,614
49,009
45,856
47,891
3,800
3,000
5
1,800
3,600
0
1