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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
701
400,000
2
2
2
40
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0
8,235
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0
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0
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0
385
0
702
200,000
2
1
1
27
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5,780
105
105
0
7,384
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105
105
0
7,384
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1,304
0
703
10,000
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3
2
22
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8,109
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3
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3
22
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2
4
3
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2
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0
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38
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2
2
2
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24
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688
688
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49
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0
0
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711
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3
49
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0
0
17,681
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1
42
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0
47,912
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30
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2
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0
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0
0
714
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2
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42
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0
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0
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0
4,750
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715
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31
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49
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0
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717
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2
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27
0
0
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0
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718
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2
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33
0
0
0
0
0
0
69,418
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0
2,382
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0
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719
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1
1
35
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0
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0
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0
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0
720
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2
2
48
0
0
0
0
0
0
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0
721
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2
2
22
0
0
2
0
0
0
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0
722
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2
2
22
0
0
0
0
0
0
7,960
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0
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1
723
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1
2
27
1
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0
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724
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1
1
1
47
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316
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316
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316
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316
516
0
725
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2
2
34
0
0
0
2
2
2
25,935
27,210
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0
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0
0
726
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2
1
45
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0
0
2
0
0
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39
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33
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29
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316
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57
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47,858
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42,589
639
4,639
2,312
2,500
3,000
7,000
4,000
2,413
2,000
1
780
50,000
2
2
2
31
1
-2
-1
-1
-1
2
0
0
190
0
36,059
32,851
0
190
0
36,059
0
2,420
0
781
230,000
1
1
2
29
0
0
2
2
2
0
40,732
44,563
42,804
44,020
41,278
34,672
5,000
0
3,000
0
3,000
3,000
0
782
50,000
1
2
1
27
-1
-1
2
-1
-1
-1
819
3,003
1,677
1,177
1,313
1,085
2,184
5
1,180
1,316
1,088
0
0
783
100,000
2
1
2
28
2
2
2
2
2
2
79,580
81,493
82,759
83,609
85,325
87,096
3,790
3,200
3,100
3,200
3,332
3,280
1
784
210,000
2
1
1
42
1
-2
-1
-1
-2
-2
0
0
2,490
0
0
0
0
2,490
0
0
0
0
1
785
230,000
2
2
1
32
0
0
0
0
2
0
87,764
73,526
72,376
76,870
75,211
76,645
2,630
2,614
6,000
0
3,000
2,800
1
786
500,000
2
1
2
26
1
-2
-2
-2
-2
-2
31,421
22,150
0
0
0
0
22,157
0
0
0
0
0
0
787
370,000
2
1
2
38
-1
-1
-1
-1
-1
-1
929
328
0
1,539
1,815
0
328
0
1,539
1,815
0
0
0
788
230,000
2
1
1
35
-1
-1
-1
-1
0
0
2,648
191
1,947
11,674
16,160
32,519
200
1,950
11,692
10,000
20,000
6,000
0
789
80,000
1
2
2
29
0
0
0
0
0
0
11,894
12,287
12,407
14,360
14,657
4,129
1,284
1,047
2,000
359
175
1,000
0
790
60,000
2
2
2
29
-1
0
0
0
-2
-2
55,064
57,833
9,479
0
0
0
5,000
1,033
0
0
0
0
0
791
30,000
2
2
2
51
1
2
2
0
0
0
25,382
26,480
25,761
25,964
26,507
27,249
1,800
0
928
960
1,181
967
0
792
70,000
1
1
2
27
1
-1
-1
-1
-2
-1
-54
273
19
-254
-527
1,096
600
19
0
0
1,896
0
0
793
410,000
1
1
2
32
-1
-1
-1
-2
-2
-2
5,335
5,369
-281
-281
-281
-281
5,400
0
0
0
0
0
0
794
280,000
2
3
1
40
1
-2
-2
-2
-2
-2
-288
-288
-288
-288
-288
2,124
0
0
0
0
2,412
0
0
795
50,000
2
1
1
34
0
0
0
0
0
0
46,750
48,317
48,282
18,299
19,323
20,329
2,320
1,282
3,299
1,323
1,329
1,114
0
796
100,000
2
2
1
30
0
0
0
0
0
0
97,062
74,352
75,004
76,705
78,168
80,347
2,800
2,700
5,400
3,500
3,500
3,200
0
797
230,000
2
1
2
29
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
798
50,000
2
1
2
22
0
0
0
-1
-1
-2
13,801
9,549
5,385
7,781
0
0
1,372
1,275
7,900
0
0
0
0
799
100,000
2
1
2
48
2
2
2
2
2
0
15,355
17,949
18,158
18,365
17,932
18,147
3,164
800
800
0
662
3,000
0
800
210,000
2
2
1
35
0
0
0
0
0
0
37,148
35,754
34,232
32,331
30,337
28,012
2,000
2,000
2,444
1,342
1,038
2,000
0