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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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120,000
1
1
2
32
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890
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0
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0
1
4,102
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2
1
43
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0
0
0
0
0
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0
96,963
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36
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2
2
25
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0
0
0
2
0
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1
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23
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0
803
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0
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63
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1
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29
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0
0
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48,332
62,205
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1
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32
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489
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29
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0
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2
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45
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0
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3
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25
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38
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741
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1
1
43
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506
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162
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506
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3
2
26
0
0
0
0
0
0
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2
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34
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0
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2
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36
0
0
2
0
0
0
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2
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0
0
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1
1
47
0
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0
0
109,259
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2
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41
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2
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1
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25
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495
0
0
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2
1
40
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0
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0
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0
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2
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2,000
5,000
5,000
10,000
5,000
1
4,177
260,000
1
1
2
34
0
0
0
0
0
0
87,281
96,870
115,398
146,597
159,844
145,729
15,000
20,084
50,029
20,139
15,147
12,025
0
4,178
60,000
2
1
2
27
0
0
0
0
0
0
61,015
58,160
51,237
29,999
28,972
29,444
3,016
5,011
1,005
1,000
14,000
3,104
0
4,179
280,000
1
1
2
31
-1
-1
-1
-1
-1
-1
12,740
17,239
14,496
16,185
8,962
8,756
17,352
14,575
16,266
9,007
8,800
20,947
0
4,180
310,000
2
3
1
40
0
0
0
0
0
0
69,569
71,437
71,464
72,299
50,967
51,153
3,366
2,400
2,212
1,985
2,422
1,407
0
4,181
80,000
2
3
1
50
0
0
0
0
0
0
6,627
9,503
11,966
14,493
20,328
23,506
3,000
3,000
3,000
8,000
3,506
3,000
0
4,182
150,000
2
1
2
33
0
-1
-1
-1
-1
-1
74,033
237
1,420
1,141
1,067
1,128
237
1,426
1,141
1,067
1,200
1,150
0
4,183
80,000
1
2
2
28
0
0
0
0
0
0
49,302
35,916
25,528
26,034
26,615
28,173
1,412
1,425
931
1,000
2,000
2,000
0
4,184
480,000
2
2
1
45
-1
-1
-1
-1
-1
-1
1,223
22,308
6,070
5,924
547
1,308
22,313
6,083
5,924
547
1,308
1,480
1
4,185
350,000
2
2
1
34
1
2
0
0
0
0
23,589
22,585
23,263
23,755
23,900
25,016
0
1,700
1,500
1,000
2,000
1,500
0
4,186
230,000
1
1
2
30
1
-2
-2
-2
-1
-1
0
0
0
0
625
514
0
0
0
625
514
3
0
4,187
180,000
1
3
2
46
0
0
0
0
0
0
109,114
71,952
16,765
14,611
16,209
25,653
2,835
1,500
1,000
2,000
10,000
20,000
0
4,188
50,000
1
2
1
32
0
0
0
0
0
0
50,764
50,428
49,564
21,002
20,230
19,462
2,200
1,500
1,500
2,000
1,700
2,000
1
4,189
310,000
2
2
1
43
1
2
2
2
2
2
266,629
270,414
264,482
280,240
285,805
272,059
9,500
0
20,000
10,000
0
9,755
1
4,190
10,000
1
1
1
41
0
0
3
2
2
2
6,859
9,751
9,451
9,169
10,056
8,559
3,000
0
0
1,002
0
500
0
4,191
280,000
1
1
2
25
0
0
0
0
0
0
9,895
7,402
7,701
8,951
6,916
8,790
3,011
3,007
3,019
2,004
3,044
93,462
0
4,192
50,000
1
2
2
52
0
0
0
0
0
0
50,557
49,214
50,156
20,186
17,966
19,659
2,283
2,225
1,008
757
2,601
700
1
4,193
50,000
2
2
2
51
2
0
0
2
2
2
10,728
11,751
13,247
12,737
13,732
13,362
1,504
2,000
0
1,200
0
494
1
4,194
10,000
2
1
2
22
1
3
2
2
2
2
8,352
8,078
7,800
8,672
8,388
9,248
0
0
1,000
0
1,000
0
0
4,195
290,000
1
1
1
43
0
0
0
0
0
0
294,475
295,310
290,951
237,255
241,778
236,917
12,021
11,212
8,503
9,047
9,003
10,014
0
4,196
240,000
1
1
2
33
1
-2
-2
-2
-2
-1
0
0
0
0
0
41,300
0
0
0
0
41,300
868
0
4,197
100,000
2
2
2
26
1
2
0
0
0
0
48,006
46,561
46,764
48,298
49,137
49,576
0
2,200
3,000
2,000
1,800
2,000
1
4,198
160,000
2
2
2
25
-1
-1
-1
-1
-1
-1
21,570
7,501
10,703
12,448
2,129
24,461
7,545
10,841
12,448
2,141
24,603
16,897
0
4,199
230,000
1
2
1
46
0
0
0
0
0
0
170,354
131,022
108,061
87,461
69,221
57,462
7,200
3,348
2,510
5,000
3,500
6,500
0
4,200
230,000
2
2
1
46
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
83
0