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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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22
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33
5
4
3
2
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2
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1
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39
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1
2
23
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0
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27
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1
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2
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23
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0
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492
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500
0
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2
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31
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1
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48
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11
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0
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2
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24
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2,000
1,000
1,500
1,500
1
4,079
240,000
1
2
1
31
-1
-1
-1
-1
-1
-1
1,051
475
1,051
671
291
671
475
1,051
671
291
671
671
0
4,080
230,000
2
2
1
42
-1
-1
-1
-1
-1
-1
6,946
120
8,794
2,095
129
303
500
16,000
9,100
7,400
7,500
8,100
0
4,081
80,000
2
1
2
23
0
0
0
0
0
0
23,998
17,442
15,948
17,118
9,883
8,689
3,150
2,000
6,000
500
304
500
0
4,082
400,000
2
1
2
28
-1
-1
-1
0
-1
-1
3,299
6,930
2,375
1,211
6,661
517
6,978
2,387
1,127
6,694
519
593
0
4,083
120,000
1
1
1
45
0
0
0
0
0
2
117,775
117,106
118,207
116,885
123,040
120,546
5,700
6,000
5,000
10,000
0
4,500
0
4,084
250,000
1
1
1
39
1
-1
-1
-1
-1
-1
0
93
5,354
167
908
0
93
5,354
167
908
0
0
0
4,085
30,000
2
1
2
24
1
2
0
0
2
2
29,846
28,941
18,643
19,005
12,751
10,891
0
4,000
600
0
2,500
419
0
4,086
150,000
2
1
1
54
0
0
0
0
0
0
152,059
150,510
152,228
141,778
142,694
145,622
7,100
5,800
5,300
5,200
5,300
5,600
0
4,087
310,000
1
3
2
37
2
2
0
0
0
0
207,995
211,176
214,160
220,579
227,036
321,979
8,000
8,000
10,000
10,000
100,000
0
0
4,088
150,000
1
2
2
34
0
0
0
0
0
0
135,587
138,473
141,297
144,605
148,420
150,500
4,000
4,000
4,500
5,000
3,500
0
0
4,089
80,000
2
1
2
29
0
0
0
0
-2
-1
11,040
5,830
4,136
0
0
150
1,500
2,000
0
0
150
419
0
4,090
200,000
2
1
1
37
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
4,091
50,000
1
2
2
24
0
0
0
0
0
0
35,166
29,045
15,188
7,582
7,741
7,958
1,300
1,106
1,500
281
346
159
0
4,092
190,000
1
2
1
23
0
0
0
0
0
0
223,483
183,900
182,911
156,432
152,708
133,584
11,837
6,070
5,136
5,183
5,237
4,396
1
4,093
50,000
1
2
2
33
2
0
0
2
2
2
30,773
33,275
41,329
5,392
5,722
4,501
4,000
9,000
0
1,000
0
1,000
0
4,094
100,000
1
2
2
31
1
2
2
2
3
2
24,377
25,167
24,541
27,304
26,669
26,172
1,400
0
3,100
0
0
2,000
1
4,095
150,000
1
1
1
33
0
0
0
0
0
0
144,761
146,271
128,105
130,555
133,985
136,151
6,005
5,005
5,005
6,005
5,005
5,005
0
4,096
80,000
1
2
2
43
0
0
0
2
2
2
19,260
16,902
15,173
10,493
10,313
6,687
1,270
1,874
0
3,313
0
291
0
4,097
200,000
1
2
1
30
1
-2
-2
-2
-2
-2
736
736
736
736
736
316
736
736
736
736
316
1,156
0
4,098
120,000
2
3
2
46
0
0
0
0
0
0
116,697
108,828
101,417
89,852
91,503
89,571
4,200
4,715
3,200
3,010
3,772
3,464
0
4,099
60,000
2
2
1
49
2
0
0
0
2
0
61,093
57,227
32,091
32,792
31,277
29,512
1,739
1,791
2,378
0
1,092
3,554
1
4,100
450,000
2
6
1
51
-1
-1
-1
-1
-1
-1
144,396
150,396
396
396
396
546
6,396
396
396
396
546
396
0