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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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43
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48
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35
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13,129
12,184
0
27,078
10,000
1
2
1
35
2
0
0
0
0
0
9,242
9,159
10,004
9,722
10,044
9,856
1,315
1,160
1,139
1,241
345
580
0
27,079
200,000
1
1
2
30
0
0
0
0
0
0
46,288
48,205
49,352
49,682
50,588
42,629
3,000
2,300
2,000
2,000
1,500
1,189
0
27,080
240,000
1
2
1
34
0
0
0
0
0
0
194,548
198,522
206,312
205,804
122,740
137,740
7,200
11,000
6,000
3,000
15,000
45
0
27,081
290,000
1
1
2
38
-2
-2
-2
-2
-2
-2
2,318
1,818
2,057
2,278
1,224
-57,060
1,827
2,066
2,287
1,242
1,827
60,860
0
27,082
80,000
1
2
2
31
0
0
0
0
0
0
73,414
69,998
72,368
77,505
78,845
74,182
3,000
3,500
7,000
3,100
3,000
3,000
0
27,083
80,000
1
2
1
39
2
2
2
2
2
2
51,193
50,954
55,132
56,629
57,405
58,742
1,200
5,000
3,000
2,300
2,400
0
1
27,084
320,000
1
1
2
29
0
0
0
-1
-1
-1
46,758
31,422
33,619
23,553
9,398
4,296
2,563
9,842
24,709
6,022
4,318
4,522
0
27,085
140,000
1
3
1
39
1
2
2
2
0
0
89,592
92,225
93,890
91,013
91,535
93,065
5,000
4,000
0
3,000
7,893
2,660
1
27,086
60,000
1
2
2
32
-1
2
-1
2
0
0
2,178
1,755
58,197
50,485
37,710
38,073
0
58,197
0
2,000
1,366
2,000
0
27,087
150,000
1
5
1
34
0
0
0
0
0
0
92,000
94,000
96,000
98,000
100,000
0
2,000
2,000
2,000
2,000
0
0
0
27,088
20,000
1
3
1
39
-1
2
2
2
-1
-1
780
780
390
0
780
0
390
0
0
780
0
0
0
27,089
50,000
1
2
1
44
0
0
-1
-1
-2
-2
3,201
0
5,701
0
0
0
0
5,701
0
0
0
0
1
27,090
150,000
1
2
2
35
0
0
0
0
0
0
66,662
61,331
56,523
56,737
51,005
47,471
2,116
2,549
2,406
2,000
1,655
2,111
0
27,091
20,000
1
2
2
36
0
0
0
2
0
0
16,419
17,139
20,159
19,533
19,928
19,695
1,300
3,300
0
1,000
1,000
900
0
27,092
80,000
1
3
2
46
2
0
0
0
0
0
77,142
78,255
79,425
70,583
48,308
46,049
3,000
3,055
3,047
1,663
1,692
1,618
1
27,093
50,000
1
2
1
36
-1
-1
-1
-1
0
0
630
815
1,104
9,182
8,989
8,443
1,000
1,104
9,182
275
801
184
0
27,094
190,000
1
1
1
48
0
0
0
0
-2
-2
189,158
150,621
153,900
0
0
0
6,561
6,900
0
0
0
0
0
27,095
190,000
1
3
2
35
0
0
0
0
0
0
170,928
170,290
175,630
171,572
161,319
151,119
6,500
8,031
7,510
5,500
6,000
5,500
0
27,096
140,000
1
2
2
30
-1
-1
-1
-1
-1
-1
44,300
54,700
34,050
3,000
3,000
49,128
54,700
34,050
3,000
3,000
49,128
5,000
0
27,097
160,000
1
2
2
33
0
0
0
0
0
0
78,859
81,539
84,216
86,812
87,679
90,264
4,000
4,000
4,000
3,200
4,000
4,000
0
27,098
580,000
1
1
1
35
-2
-2
-1
0
-1
0
9,238
0
1,758
2,886
3,733
3,040
0
1,758
2,014
3,793
7
2,138
0
27,099
500,000
1
1
1
43
1
-2
-2
-2
-1
-1
0
0
0
0
177
4,716
0
0
0
177
4,716
1,000
0
27,100
130,000
1
2
1
38
0
0
0
0
0
0
61,105
61,386
62,681
64,743
45,288
48,449
3,000
4,000
5,000
3,000
5,000
2,000
0