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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
201
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2
1
1
38
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0
0
202
140,000
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1
2
31
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48
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227
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24
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1
50
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24
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789
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213
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43
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0
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2
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39
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2
0
0
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27
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3
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42
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2
390
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36
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0
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0
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218
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2
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36
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0
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0
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31
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1
2
38
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1
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40
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2
2
0
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0
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222
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3
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45
0
0
0
0
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0
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223
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35
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0
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2
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33
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0
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0
0
0
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225
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3
2
37
1
3
2
0
0
0
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24
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226
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1
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28
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0
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703
697
0
280
250,000
2
2
1
31
0
0
0
0
0
0
103,109
102,594
97,109
99,029
100,871
101,299
4,000
4,500
5,000
4,000
5,000
4,400
0
281
30,000
2
1
2
27
0
0
-1
0
0
-2
1,512
2,458
664
1,814
0
0
1,000
664
1,500
0
0
0
0
282
270,000
1
2
1
44
0
0
0
0
-1
-1
127,543
109,189
92,630
69,669
44,149
43,414
10,063
5,162
10,150
44,299
43,509
31,031
0
283
180,000
2
3
2
30
0
0
0
0
0
0
163,935
153,152
147,032
122,196
103,692
70,204
7,722
6,091
3,563
3,605
3,000
3,211
0
284
100,000
2
1
2
28
0
0
0
0
0
0
53,494
52,656
52,600
52,336
55,831
56,265
4,173
3,000
2,025
5,000
3,000
3,000
0
285
230,000
2
3
1
32
0
0
0
0
0
0
195,126
88,743
92,195
94,814
98,182
98,457
5,000
5,000
5,000
5,000
4,000
5,000
0
286
210,000
2
1
1
46
-1
-1
-1
-1
-1
-1
110,346
41,986
21,874
20,076
16,171
586
41,986
21,874
20,076
16,171
586
19,777
0
287
210,000
1
1
2
38
2
0
0
0
0
0
60,502
62,804
62,769
62,683
63,663
46,549
3,276
2,026
2,000
2,000
2,000
2,502
0
288
440,000
2
2
1
46
0
0
0
0
0
0
180,641
181,557
149,944
113,135
105,280
97,622
8,610
6,907
3,727
3,800
4,001
2,701
0
289
100,000
2
2
2
25
2
0
0
0
0
0
70,896
71,678
70,125
69,856
69,718
51,365
3,472
2,092
2,000
2,127
1,960
1,559
1
290
240,000
2
2
1
46
0
0
0
0
0
0
8,751
9,900
10,605
10,765
11,765
4,311
1,295
1,000
1,000
1,000
1,000
1,000
0
291
280,000
1
1
2
33
-1
-1
-1
-1
-1
-1
898
898
325
898
325
-339,603
898
325
898
325
0
345,293
1
292
50,000
2
2
2
22
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
293
30,000
1
2
1
43
3
2
2
2
2
2
1,700
2,610
1,914
2,182
2,000
2,566
1,100
0
300
0
600
0
0
294
10,000
1
2
2
27
0
0
2
0
0
0
7,015
10,227
9,560
9,901
9,963
10,182
3,507
0
500
370
393
700
1
295
130,000
1
1
2
29
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
1,500
0
296
200,000
1
1
2
31
0
0
0
0
0
0
194,353
197,344
186,292
133,345
133,634
133,990
9,000
7,465
4,715
4,804
5,141
5,300
0
297
120,000
2
2
1
29
-1
-1
-1
-1
-1
-1
1,686
657
2,179
1,423
0
1,820
657
2,319
1,423
0
1,820
2,496
0
298
210,000
2
2
1
36
0
0
0
0
0
0
143,225
142,996
144,415
148,190
147,993
131,629
6,483
5,082
6,000
5,900
4,544
4,700
0
299
280,000
2
1
1
36
0
0
0
0
0
0
58,983
60,788
63,225
29,701
30,172
30,771
2,755
3,463
1,300
1,100
1,100
2,000
0
300
300,000
1
1
2
34
1
-2
-1
0
-1
-1
0
0
13,001
12,601
19,595
203
0
13,001
0
19,595
203
0
1