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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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53,152
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0
27,902
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3
1
28
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0
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11,253
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80,625
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29
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3,100
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1
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27
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0
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2
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26
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1
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26
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1
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26
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2
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1
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27
3
2
2
7
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7
300
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300
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300
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0
1
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28
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1
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2
2
2
0
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0
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57
816
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27
1
2
0
0
2
0
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2
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2
2
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26
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24
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5,852
5,881
7,607
6,135
0
27,978
170,000
2
1
1
30
-1
-1
-1
-2
-1
-1
364
14,662
0
0
1,861
-167
14,662
0
0
1,861
0
334
0
27,979
240,000
2
1
2
29
-1
-1
-1
-2
-1
-1
3,647
2,530
464
1,316
1,102
3,381
2,535
464
1,316
1,104
3,384
5,200
0
27,980
160,000
2
1
2
28
-1
-1
-2
-2
-2
-2
160
0
0
0
0
0
0
0
0
0
0
0
0
27,981
200,000
2
1
2
28
-2
-2
-2
-2
-2
-2
7,618
7,961
1,452
6,248
4,112
0
7,961
1,452
6,248
4,112
0
3,428
0
27,982
60,000
2
3
2
28
0
0
0
0
0
0
59,650
51,176
42,368
35,730
28,670
27,979
3,376
1,900
1,908
1,133
1,015
1,153
0
27,983
100,000
2
2
1
28
0
0
0
0
0
0
94,245
95,268
96,620
97,938
78,126
65,680
3,500
3,800
3,900
3,000
2,300
2,300
0
27,984
60,000
2
1
2
28
0
0
2
0
0
0
6,393
10,540
10,232
11,237
11,427
20,973
4,278
0
1,483
673
10,000
11,540
1
27,985
50,000
2
1
2
31
-1
0
-1
-1
-1
-2
12,725
34,526
12,787
3,995
0
0
30,018
12,787
3,995
0
0
0
0
27,986
120,000
2
2
2
29
0
0
0
0
0
0
96,342
97,724
99,131
100,464
100,380
101,445
4,500
4,500
4,500
3,700
3,679
4,100
0
27,987
250,000
2
1
2
30
-1
0
0
0
0
-1
18,751
21,550
23,932
37,329
26,339
4,836
5,000
3,500
15,054
7,885
4,836
9,655
0
27,988
180,000
2
1
1
30
-1
-1
-1
-1
-1
-1
1,863
1,863
2,886
840
2,052
1,443
1,863
2,886
840
2,052
1,443
1,443
1
27,989
210,000
2
2
1
30
0
0
0
0
0
0
107,539
103,234
47,363
45,810
42,093
36,587
3,000
3,018
2,000
1,500
1,500
2,000
0
27,990
360,000
2
2
1
30
0
0
-2
-2
-2
-2
19,918
-182
-6,877
-5,377
-2,377
-377
500
0
2,000
3,000
2,000
3,000
0
27,991
210,000
2
1
2
26
0
0
0
0
0
0
132,909
135,210
140,056
143,584
147,832
150,953
7,000
7,003
8,000
8,000
5,500
7,000
0
27,992
110,000
2
2
1
29
0
0
0
-2
-1
2
27,340
17,353
0
0
3,161
2,996
10,000
0
0
3,161
0
30,000
0
27,993
270,000
2
2
2
29
-1
-1
-1
-1
0
0
88,996
17,142
18,118
147,189
170,268
170,268
17,142
18,118
147,500
60,000
15,000
58,354
0
27,994
50,000
2
1
2
29
0
0
2
0
0
0
6,161
8,998
8,319
8,672
9,390
9,861
3,500
0
1,282
1,000
1,000
3,000
0
27,995
220,000
2
2
1
29
0
0
0
0
0
0
142,818
141,540
131,810
118,866
115,256
97,161
5,042
5,042
3,687
3,660
3,528
3,314
0
27,996
80,000
2
2
2
30
-1
-1
0
-1
0
0
4,161
1,819
6,845
1,813
8,362
-783
2,000
6,689
1,817
8,100
0
4,000
0
27,997
180,000
2
1
2
31
-2
-2
-2
-2
-2
-2
4,522
1,763
1,571
0
4,775
0
1,771
1,571
0
4,775
0
0
0
27,998
400,000
2
1
1
31
-1
-1
-1
-1
-1
-1
325
5,581
2,833
1,162
325
325
5,581
2,833
1,162
325
325
325
0
27,999
230,000
2
2
1
30
0
0
0
0
0
0
234,521
228,486
216,287
215,927
174,259
174,486
9,800
8,502
8,350
6,200
6,500
6,500
0
28,000
90,000
2
5
2
31
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0