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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
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47
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2
6,817
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0
318
862
0
502
1
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180,000
2
5
1
54
0
0
0
0
0
0
88,545
90,403
92,245
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3,279
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29
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42
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36
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28
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25
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2
3
3
3
3
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1
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38
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32,562
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111
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0
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2
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61
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34
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41
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390
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41
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2
3
38
0
0
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0
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0
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2
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27
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0
0
1,195
553
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3
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22
0
0
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0
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0
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1
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37
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120
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37
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0
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0
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0
0
0
1
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3
2
24
0
0
0
0
0
0
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1
6,523
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1
2
26
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66
125
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66
151
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36
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0
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0
46,202
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49,218
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33
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0
0
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946
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2
1
30
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0
0
0
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49
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-1
-2
-2
-1
-1
680
0
0
0
74,731
0
0
0
0
74,731
0
0
0
6,580
50,000
2
2
2
25
2
2
2
0
0
0
50,863
50,887
19,345
19,152
18,953
19,388
1,600
0
1,000
1,000
900
900
1
6,581
20,000
1
1
2
25
0
0
0
0
0
0
20,052
5,328
18,428
19,709
19,833
19,376
1,500
15,000
2,000
1,000
900
1,000
0
6,582
240,000
1
3
1
40
2
3
3
2
2
2
213,732
217,347
217,329
211,132
219,202
223,434
8,500
5,000
0
16,000
8,000
0
1
6,583
200,000
1
2
2
29
2
2
2
2
2
2
172,325
174,082
177,684
180,259
183,704
186,507
6,000
8,000
7,000
6,500
6,000
5,600
1
6,584
200,000
2
2
2
27
-1
-1
2
0
0
-1
184
2,250
823
823
-658
1,266
2,250
0
0
0
1,924
0
1
6,585
260,000
2
1
2
36
-1
-1
-1
-1
-1
-1
10,425
12,722
4,948
13,100
10,854
7,537
2,297
7,256
13,100
10,854
7,537
3,710
0
6,586
100,000
1
2
2
26
2
2
2
2
-2
-2
89,296
101,755
90,684
23,000
25,000
0
14,002
560
0
2,000
0
53,528
0
6,587
360,000
1
3
1
42
-1
-1
-1
0
-1
-1
25,988
1,815
22,648
19,433
16,708
24,047
1,815
22,674
95
16,790
24,283
17,387
0
6,588
280,000
2
6
3
38
0
0
0
-1
-1
-1
286,469
293,875
296,257
232
-94
143,864
8,024
8,034
232
94
145,935
5,000
0
6,589
360,000
1
1
1
47
0
-1
0
0
0
-1
10,221
8,337
9,696
14,332
21,446
9,476
8,536
5,000
8,500
10,000
9,476
7,000
0
6,590
420,000
2
1
1
34
-1
0
0
-1
0
-1
440
1,479
2,940
3,160
4,160
883
1,039
1,500
3,160
1,000
883
28,000
0
6,591
400,000
2
2
1
42
-2
-2
-1
0
0
0
0
641
1,290
1,319
694
697
641
1,290
29
0
3
703
0
6,592
50,000
2
2
1
41
2
0
0
0
-1
0
33,343
31,392
27,315
-60
28,890
29,168
1,502
1,000
0
30,070
1,180
1,000
0
6,593
500,000
1
1
1
45
-2
-2
-2
-2
-2
-2
186,610
130,751
43,890
38,759
46,834
28,408
261,524
43,919
38,787
46,834
28,408
63,001
0
6,594
50,000
1
2
2
56
0
0
0
0
0
0
48,025
49,128
49,348
44,932
19,559
18,859
1,884
1,997
1,943
693
683
680
0
6,595
80,000
2
1
2
24
-1
2
-1
-1
-1
-1
1,275
887
890
382
2,786
2,557
2
893
382
2,794
2,561
77,004
0
6,596
80,000
2
2
2
23
2
3
2
2
0
0
84,176
81,516
80,146
61,392
60,325
60,469
0
2,000
0
3,091
2,400
2,000
0
6,597
20,000
2
2
2
50
0
0
0
0
0
0
13,922
15,433
15,683
16,050
17,401
17,573
3,000
3,000
1,000
2,000
1,000
1,000
0
6,598
460,000
2
1
2
27
0
0
0
0
0
0
81,252
74,766
79,012
74,349
77,504
90,032
5,020
10,027
3,001
5,004
15,000
5,039
0
6,599
240,000
1
1
2
33
0
0
0
0
-2
-2
47,742
27,044
24,007
0
0
0
1,898
1,006
0
0
0
0
0
6,600
120,000
1
2
2
30
0
0
0
0
0
0
53,456
53,862
39,505
45,373
46,641
47,569
2,058
1,672
10,000
2,000
1,704
1,920
0