Search is not available for this dataset
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
1
20,000
2
2
1
24
2
2
-1
-1
-2
-2
3,913
3,102
689
0
0
0
0
689
0
0
0
0
1
2
120,000
2
2
2
26
-1
2
0
0
0
2
2,682
1,725
2,682
3,272
3,455
3,261
0
1,000
1,000
1,000
0
2,000
1
3
90,000
2
2
2
34
0
0
0
0
0
0
29,239
14,027
13,559
14,331
14,948
15,549
1,518
1,500
1,000
1,000
1,000
5,000
0
4
50,000
2
2
1
37
0
0
0
0
0
0
46,990
48,233
49,291
28,314
28,959
29,547
2,000
2,019
1,200
1,100
1,069
1,000
0
5
50,000
1
2
1
57
-1
0
-1
0
0
0
8,617
5,670
35,835
20,940
19,146
19,131
2,000
36,681
10,000
9,000
689
679
0
6
50,000
1
1
2
37
0
0
0
0
0
0
64,400
57,069
57,608
19,394
19,619
20,024
2,500
1,815
657
1,000
1,000
800
0
7
500,000
1
1
2
29
0
0
0
0
0
0
367,965
412,023
445,007
542,653
483,003
473,944
55,000
40,000
38,000
20,239
13,750
13,770
0
8
100,000
2
2
2
23
0
-1
-1
0
0
-1
11,876
380
601
221
-159
567
380
601
0
581
1,687
1,542
0
9
140,000
2
3
1
28
0
0
2
0
0
0
11,285
14,096
12,108
12,211
11,793
3,719
3,329
0
432
1,000
1,000
1,000
0
10
20,000
1
3
2
35
-2
-2
-2
-2
-1
-1
0
0
0
0
13,007
13,912
0
0
0
13,007
1,122
0
0
11
200,000
2
3
2
34
0
0
2
0
0
-1
11,073
9,787
5,535
2,513
1,828
3,731
2,306
12
50
300
3,738
66
0
12
260,000
2
1
2
51
-1
-1
-1
-1
-1
2
12,261
21,670
9,966
8,517
22,287
13,668
21,818
9,966
8,583
22,301
0
3,640
0
13
630,000
2
2
2
41
-1
0
-1
-1
-1
-1
12,137
6,500
6,500
6,500
6,500
2,870
1,000
6,500
6,500
6,500
2,870
0
0
14
70,000
1
2
2
30
1
2
2
0
0
2
65,802
67,369
65,701
66,782
36,137
36,894
3,200
0
3,000
3,000
1,500
0
1
15
250,000
1
1
2
29
0
0
0
0
0
0
70,887
67,060
63,561
59,696
56,875
55,512
3,000
3,000
3,000
3,000
3,000
3,000
0
16
50,000
2
3
3
23
1
2
0
0
0
0
50,614
29,173
28,116
28,771
29,531
30,211
0
1,500
1,100
1,200
1,300
1,100
0
17
20,000
1
1
2
24
0
0
2
2
2
2
15,376
18,010
17,428
18,338
17,905
19,104
3,200
0
1,500
0
1,650
0
1
18
320,000
1
1
1
49
0
0
0
-1
-1
-1
253,286
246,536
194,663
70,074
5,856
195,599
10,358
10,000
75,940
20,000
195,599
50,000
0
19
360,000
2
1
1
49
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
20
180,000
2
1
2
29
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
21
130,000
2
3
2
39
0
0
0
0
0
-1
38,358
27,688
24,489
20,616
11,802
930
3,000
1,537
1,000
2,000
930
33,764
0
22
120,000
2
2
1
39
-1
-1
-1
-1
-1
-1
316
316
316
0
632
316
316
316
0
632
316
0
1
23
70,000
2
2
2
26
2
0
0
2
2
2
41,087
42,445
45,020
44,006
46,905
46,012
2,007
3,582
0
3,601
0
1,820
1
24
450,000
2
1
1
40
-2
-2
-2
-2
-2
-2
5,512
19,420
1,473
560
0
0
19,428
1,473
560
0
0
1,128
1
25
90,000
1
1
2
23
0
0
0
-1
0
0
4,744
7,070
0
5,398
6,360
8,292
5,757
0
5,398
1,200
2,045
2,000
0
26
50,000
1
3
2
23
0
0
0
0
0
0
47,620
41,810
36,023
28,967
29,829
30,046
1,973
1,426
1,001
1,432
1,062
997
0
27
60,000
1
1
2
27
1
-2
-1
-1
-1
-1
-109
-425
259
-57
127
-189
0
1,000
0
500
0
1,000
1
28
50,000
2
3
2
30
0
0
0
0
0
0
22,541
16,138
17,163
17,878
18,931
19,617
1,300
1,300
1,000
1,500
1,000
1,012
0
29
50,000
2
3
1
47
-1
-1
-1
-1
-1
-1
650
3,415
3,416
2,040
30,430
257
3,415
3,421
2,044
30,430
257
0
0
30
50,000
1
1
2
26
0
0
0
0
0
0
15,329
16,575
17,496
17,907
18,375
11,400
1,500
1,500
1,000
1,000
1,600
0
0
31
230,000
2
1
2
27
-1
-1
-1
-1
-1
-1
16,646
17,265
13,266
15,339
14,307
36,923
17,270
13,281
15,339
14,307
37,292
0
0
32
50,000
1
2
2
33
2
0
0
0
0
0
30,518
29,618
22,102
22,734
23,217
23,680
1,718
1,500
1,000
1,000
1,000
716
1
33
100,000
1
1
2
32
0
0
0
0
0
0
93,036
84,071
82,880
80,958
78,703
75,589
3,023
3,511
3,302
3,204
3,200
2,504
0
34
500,000
2
2
1
54
-2
-2
-2
-2
-2
-2
10,929
4,152
22,722
7,521
71,439
8,981
4,152
22,827
7,521
71,439
981
51,582
0
35
500,000
1
1
1
58
-2
-2
-2
-2
-2
-2
13,709
5,006
31,130
3,180
0
5,293
5,006
31,178
3,180
0
5,293
768
0
36
160,000
1
1
2
30
-1
-1
-2
-2
-2
-1
30,265
-131
-527
-923
-1,488
-1,884
131
396
396
565
792
0
0
37
280,000
1
2
1
40
0
0
0
0
0
0
186,503
181,328
180,422
170,410
173,901
177,413
8,026
8,060
6,300
6,400
6,400
6,737
0
38
60,000
2
2
2
22
0
0
0
0
0
-1
15,054
9,806
11,068
6,026
-28,335
18,660
1,500
1,518
2,043
0
47,671
617
0
39
50,000
1
1
2
25
1
-1
-1
-2
-2
-2
0
780
0
0
0
0
780
0
0
0
0
0
1
40
280,000
1
1
2
31
-1
-1
2
-1
0
-1
498
9,075
4,641
9,976
17,976
9,477
9,075
0
9,976
8,000
9,525
781
0
41
360,000
1
1
2
33
0
0
0
0
0
0
218,668
221,296
206,895
628,699
195,969
179,224
10,000
7,000
6,000
188,840
28,000
4,000
0
42
70,000
2
1
2
25
0
0
0
0
0
0
67,521
66,999
63,949
63,699
64,718
65,970
3,000
4,500
4,042
2,500
2,800
2,500
0
43
10,000
1
2
2
22
0
0
0
0
0
0
1,877
3,184
6,003
3,576
3,670
4,451
1,500
2,927
1,000
300
1,000
500
0
44
140,000
2
2
1
37
0
0
0
0
0
0
59,504
61,544
62,925
64,280
67,079
69,802
3,000
3,000
3,000
4,000
4,000
3,000
0
45
40,000
2
1
2
30
0
0
0
2
0
0
18,927
21,295
25,921
25,209
26,636
29,197
3,000
5,000
0
2,000
3,000
0
0
46
210,000
1
1
2
29
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
47
20,000
2
1
2
22
0
0
2
-1
0
0
14,028
16,484
15,800
16,341
16,675
0
3,000
0
16,741
334
0
0
1
48
150,000
2
5
2
46
0
0
-1
0
0
-2
4,463
3,034
1,170
1,170
0
0
1,013
1,170
0
0
0
0
1
49
380,000
1
2
2
32
-1
-1
-1
-1
-1
-1
22,401
21,540
15,134
32,018
11,849
11,873
21,540
15,138
24,677
11,851
11,875
8,251
0
50
20,000
1
1
2
24
0
0
0
0
0
0
17,447
18,479
19,476
19,865
20,480
20,063
1,318
1,315
704
928
912
1,069
0
51
70,000
1
3
2
42
1
2
2
2
2
0
37,042
36,171
38,355
39,423
38,659
39,362
0
3,100
2,000
0
1,500
1,500
1
52
100,000
2
3
3
43
0
0
0
0
0
0
61,559
51,163
43,824
39,619
35,762
33,258
2,000
1,606
1,500
2,000
1,500
1,000
0
53
310,000
2
2
1
49
-2
-2
-2
-2
-2
-2
13,465
7,867
7,600
11,185
3,544
464
7,875
7,600
11,185
3,544
464
0
0
54
180,000
2
1
2
25
1
2
0
0
0
0
41,402
41,742
42,758
43,510
44,420
45,319
1,300
2,010
1,762
1,762
1,790
1,622
0
55
150,000
2
1
2
29
2
0
0
0
0
0
46,224
34,993
31,434
26,518
21,042
16,540
1,600
1,718
1,049
1,500
2,000
5,000
0
56
500,000
2
1
1
45
-2
-2
-2
-2
-2
-2
1,905
3,640
162
0
151
2,530
3,640
162
0
151
2,530
0
0
57
180,000
2
3
1
34
0
0
0
-1
-1
-1
16,386
15,793
8,441
7,142
-679
8,321
8,500
1,500
7,500
679
9,000
2,000
0
58
180,000
2
2
1
34
0
0
0
0
0
0
175,886
173,440
172,308
168,608
132,202
129,918
8,083
7,296
5,253
4,814
4,816
3,800
0
59
200,000
2
1
2
34
-1
3
2
2
2
2
1,587
1,098
782
1,166
700
1,414
0
0
700
0
1,200
0
0
60
400,000
2
2
1
29
0
0
0
0
0
0
400,134
398,857
404,205
360,199
356,656
364,089
17,000
15,029
30,000
12,000
12,000
23,000
0
61
500,000
2
3
1
28
0
0
0
0
0
0
22,848
23,638
18,878
14,937
13,827
15,571
1,516
1,300
1,000
1,000
2,000
2,000
1
62
70,000
1
2
1
39
0
0
0
0
0
-1
70,800
72,060
69,938
16,518
14,096
830
4,025
2,095
1,000
2,000
3,000
0
0
63
50,000
1
1
2
29
2
2
2
2
2
2
24,987
24,300
26,591
25,865
27,667
28,264
0
2,700
0
2,225
1,200
0
1
64
50,000
2
2
1
46
0
0
0
-2
-2
-2
28,718
29,166
0
0
0
0
1,000
0
0
0
0
0
1
65
130,000
2
2
1
51
-1
-1
-2
-2
-1
-1
99
0
0
0
2,353
0
0
0
0
2,353
0
0
0
66
200,000
1
1
1
57
-2
-2
-2
-1
2
2
152,519
148,751
144,076
8,174
8,198
7,918
0
0
8,222
300
0
1,000
1
67
10,000
1
2
1
56
2
2
2
0
0
0
2,097
4,193
3,978
4,062
4,196
4,326
2,300
0
150
200
200
160
1
68
210,000
2
1
2
30
2
-1
-1
-1
-1
-1
300
300
1,159
2,280
300
4,250
300
1,159
2,280
300
4,250
909
0
69
130,000
2
3
2
29
1
-2
-2
-1
2
-1
-190
-9,850
-9,850
10,311
10,161
7,319
0
0
20,161
0
7,319
13,899
0
70
20,000
1
5
2
22
2
0
0
0
0
0
18,565
17,204
17,285
18,085
11,205
5,982
0
1,200
1,000
500
1,000
0
0
71
80,000
1
1
2
31
-1
-1
-1
-1
-1
-1
780
0
390
390
390
390
0
390
390
390
390
390
0
72
320,000
1
2
2
29
2
2
2
2
2
2
58,267
59,246
60,184
58,622
62,307
63,526
2,500
2,500
0
4,800
2,400
1,600
1
73
200,000
2
2
1
32
-1
-1
-1
-1
2
-1
9,076
5,787
-684
5,247
3,848
3,151
5,818
15
9,102
17
3,165
1,395
0
74
290,000
2
1
2
37
1
-2
-1
-1
-1
-1
0
0
3,155
0
2,359
0
0
3,155
0
2,359
0
0
0
75
340,000
1
1
2
32
-1
-1
-1
-1
-1
-1
3,048
5,550
23,337
4,291
80,153
25,820
5,713
23,453
4,314
80,552
25,949
2,016
0
76
20,000
1
2
2
24
0
0
2
0
0
0
14,619
17,216
16,642
16,976
17,332
18,543
2,850
0
610
630
1,500
0
0
77
50,000
1
3
2
25
-1
0
0
0
0
0
42,838
37,225
36,087
9,636
9,590
10,030
1,759
1,779
320
500
1,000
1,000
0
78
300,000
2
1
1
45
-1
-1
-1
-1
-1
-1
291
291
291
291
291
291
291
291
291
291
291
291
0
79
30,000
2
2
2
22
0
0
0
0
0
0
28,387
29,612
30,326
28,004
26,446
6,411
1,686
1,400
560
3,000
1,765
0
1
80
240,000
2
2
2
44
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
81
470,000
2
3
3
33
0
0
0
0
0
0
165,254
157,784
162,702
69,923
29,271
29,889
6,400
7,566
3,000
960
1,000
3,000
0
82
360,000
2
1
2
26
0
0
0
0
0
-1
23,411
27,796
30,400
33,100
180,000
196
4,796
3,400
3,100
146,900
196
2,963
0
83
60,000
1
3
2
30
0
0
0
0
0
0
26,324
27,471
28,108
21,993
19,899
19,771
1,576
1,213
648
768
1,140
0
1
84
400,000
2
2
1
44
0
0
2
0
0
0
131,595
139,060
126,819
104,430
104,990
94,058
10,700
3
3,050
3,000
3,200
2,800
0
85
50,000
2
3
2
49
0
0
0
0
0
0
48,909
47,863
21,489
20,414
19,342
19,482
1,676
1,302
700
699
849
826
0
86
160,000
1
2
2
33
0
0
0
0
0
0
130,028
107,808
71,934
118,418
118,407
120,418
4,400
3,547
80,000
4,500
4,800
4,500
0
87
360,000
2
1
1
45
-1
-1
2
0
-1
-1
390
1,170
780
390
390
390
1,170
0
0
390
390
390
1
88
160,000
2
2
2
32
0
0
0
0
0
-1
3,826
4,751
6,604
8,604
7,072
766
1,147
2,000
2,000
0
766
2,303
0
89
130,000
2
1
1
35
0
0
0
-1
-1
-1
81,313
117,866
17,740
1,330
7,095
1,190
40,000
5,000
1,330
7,095
1,190
2,090
0
90
20,000
1
3
2
44
2
2
0
0
0
2
8,583
8,303
9,651
10,488
12,314
11,970
0
1,651
1,000
2,000
0
1,500
0
91
200,000
1
1
1
53
2
2
2
2
2
2
138,180
140,774
142,460
144,098
147,124
149,531
6,300
5,500
5,500
5,500
5,000
5,000
1
92
280,000
2
1
2
39
-1
-1
-1
0
0
-2
7,524
0
3,968
3,868
0
0
0
3,968
0
0
0
0
0
93
100,000
2
1
2
27
-2
-2
-2
-2
-2
-2
-2,000
5,555
0
0
0
0
7,555
0
0
0
0
0
0
94
160,000
2
2
1
37
-1
-1
-1
-1
-1
-2
880
1,602
840
840
0
0
1,602
840
840
0
0
7,736
0
95
60,000
2
2
2
23
0
0
0
0
0
0
45,648
46,850
47,214
19,595
19,209
19,323
1,937
1,301
682
690
816
835
0
96
90,000
1
2
2
35
0
0
0
0
0
0
83,725
85,996
87,653
35,565
30,942
30,835
3,621
3,597
1,179
1,112
1,104
1,143
0
97
360,000
1
1
1
43
-1
-1
-1
-1
-1
0
3,967
8,322
3,394
6,451
26,370
9,956
8,339
3,394
12,902
27,000
0
68,978
0
98
150,000
1
1
2
27
0
0
0
0
0
0
86,009
86,108
89,006
89,775
87,725
40,788
4,031
10,006
3,266
4,040
1,698
800
0
99
50,000
2
3
1
22
0
0
0
0
0
0
18,722
18,160
16,997
13,150
8,866
7,899
1,411
1,194
379
281
321
197
0
100
20,000
1
2
1
38
0
0
0
0
0
-1
17,973
19,367
19,559
18,240
17,928
150
1,699
1,460
626
1,750
150
0
1

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