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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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50,000
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2
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33
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390
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2
37
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0
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30
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2
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33
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42
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21
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49
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1
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2
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28
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0
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49
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1
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1
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25
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39
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71
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2
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0
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29
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1
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1
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31
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2
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150,000
2
1
2
25
3
3
2
2
2
2
147,260
148,157
146,844
145,037
145,349
145,506
8,100
5,202
5,300
5,300
5,300
5,500
1
6,080
670,000
1
1
2
28
0
0
0
0
0
0
88,612
91,137
99,314
95,292
63,782
41,114
5,000
10,000
4,500
6,000
1,300
3,000
0
6,081
200,000
1
1
1
36
-1
-1
-1
-1
-1
-1
8,065
49,307
5,679
8,855
49,572
2,684
49,362
5,679
8,855
49,572
2,684
13,050
0
6,082
70,000
2
3
1
47
0
0
0
0
0
0
71,392
70,757
71,451
70,654
70,965
71,373
3,200
3,400
2,900
2,750
3,152
2,700
0
6,083
50,000
2
2
1
41
1
2
2
2
2
0
15,910
15,370
16,490
16,962
15,446
14,739
0
1,700
1,002
2
684
442
0
6,084
80,000
2
2
2
64
2
2
0
0
0
0
74,037
71,892
70,762
71,296
72,832
74,138
390
4,000
2,671
4,000
2,670
2,923
1
6,085
10,000
1
1
2
23
2
2
3
3
3
3
1,050
1,050
1,050
1,050
1,050
1,050
0
0
0
0
0
0
1
6,086
140,000
2
1
1
37
0
0
2
2
2
2
124,375
133,384
135,691
137,675
135,371
138,455
11,000
6,000
5,700
0
5,500
5,000
1
6,087
30,000
2
2
2
21
0
0
0
0
0
0
17,444
11,276
13,324
5,427
4,521
0
2,276
2,328
1,435
90
0
0
0
6,088
200,000
1
2
2
36
0
0
0
0
0
0
99,483
97,546
98,897
94,943
96,967
99,016
4,841
4,300
3,300
3,361
3,500
3,206
1
6,089
90,000
2
2
2
24
0
0
2
2
2
2
26,928
29,773
30,091
30,922
34,112
34,280
3,600
1,100
1,630
4,000
1,200
0
1
6,090
130,000
2
2
1
52
1
2
2
2
0
0
112,434
98,455
103,351
100,724
97,675
102,080
0
12,700
0
4,000
11,461
0
0
6,091
160,000
2
2
2
26
-1
-1
-1
-1
0
-1
8,036
7,663
768
10,488
4,724
104,205
7,663
768
10,488
2,049
104,205
3,000
0
6,092
150,000
2
3
1
58
-2
-2
-2
-2
-2
-2
42,218
44,828
-7,772
-7,772
69,762
71,591
4,828
0
0
77,534
2,991
4,509
0
6,093
150,000
2
1
2
34
-2
-2
-2
-2
-2
-2
1,198
10,848
8,830
16,864
17,199
20,025
12,003
5,000
16,864
18,000
20,025
51,514
0
6,094
20,000
1
1
2
24
-1
-1
-1
2
0
0
3,302
0
679
679
5,679
7,570
0
679
0
5,000
2,000
0
0
6,095
80,000
2
1
2
26
-1
-1
-1
0
-1
-1
666
666
1,332
666
666
416
666
1,332
0
666
416
416
1
6,096
460,000
1
2
1
31
0
0
0
-1
-1
-2
120,430
123,150
0
6,261
0
0
6,000
0
6,261
0
0
0
0
6,097
60,000
2
3
1
40
1
-1
0
0
-1
0
749
44,893
34,812
15,768
25,915
25,058
60,295
3,000
3,020
25,915
1,500
2,000
1
6,098
50,000
1
2
1
38
0
0
0
0
0
0
49,695
49,848
49,557
49,233
49,068
48,542
2,200
2,100
2,000
2,000
1,700
1,900
1
6,099
200,000
2
3
1
35
0
0
0
0
0
0
188,096
171,535
167,877
128,550
131,511
127,781
8,000
6,700
5,000
5,100
4,700
4,800
1
6,100
60,000
2
2
1
30
0
0
0
0
0
0
59,533
61,276
61,117
25,254
26,237
26,752
3,300
1,900
1,100
3,000
1,011
5,000
0