Search is not available for this dataset
limit_bal
float64
10k
1M
age
float64
21
79
pay_0
float64
-2
8
pay_2
float64
-2
8
pay_3
float64
-2
8
pay_4
float64
-2
8
pay_5
float64
-2
8
pay_6
float64
-2
8
bill_amt1
float64
-165,580
965k
bill_amt2
float64
-69,777
984k
bill_amt3
float64
-157,264
1.66M
bill_amt4
float64
-170,000
892k
bill_amt5
float64
-81,334
927k
bill_amt6
float64
-209,051
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
527k
sex:1
float64
0
1
sex:2
float64
0
1
education:0
float64
0
1
education:1
float64
0
1
education:2
float64
0
1
education:3
float64
0
1
education:4
float64
0
1
education:5
float64
0
1
education:6
float64
0
1
marriage:0
float64
0
1
marriage:1
float64
0
1
marriage:2
float64
0
1
marriage:3
float64
0
1
default.payment.next.month
int64
0
1
80,000
24
0
0
0
0
0
0
75,125
77,353
78,321
73,731
39,643
39,457
3,503
5,001
2,092
1,218
1,445
878
0
1
0
0
1
0
0
0
0
0
0
1
0
0
30,000
28
0
0
0
0
0
0
29,242
29,507
29,155
25,255
22,001
0
5,006
1,244
851
955
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
180,000
44
0
0
-1
-1
-1
-1
20,916
0
850
0
6,881
10,340
0
850
0
6,881
10,340
182
0
1
0
0
0
0
0
1
0
0
1
0
0
0
60,000
25
0
0
0
0
0
0
58,839
53,235
38,533
39,639
39,619
39,140
2,018
1,900
2,000
1,500
1,900
2,000
1
0
0
1
0
0
0
0
0
0
0
1
0
0
130,000
25
0
0
0
0
0
0
111,587
112,348
114,734
117,823
120,854
123,904
4,100
4,200
5,000
5,000
5,000
10,700
0
1
0
0
1
0
0
0
0
0
0
1
0
0
20,000
32
1
2
0
0
0
0
19,844
19,238
20,205
19,588
20,037
19,880
0
1,302
685
748
697
690
1
0
0
0
0
1
0
0
0
0
0
1
0
0
100,000
33
-1
-1
-1
-1
-1
0
7,067
-418
7,064
15,229
9,689
2,669
0
7,482
15,315
9,705
0
4,600
0
1
0
0
1
0
0
0
0
0
1
0
0
0
210,000
31
0
0
0
0
0
0
205,243
209,502
203,831
178,410
130,619
115,700
7,736
7,100
8,300
4,800
4,396
4,200
0
1
0
0
1
0
0
0
0
0
1
0
0
0
50,000
35
0
0
0
0
0
0
13,517
14,536
15,694
16,431
17,056
17,581
1,550
1,700
1,300
900
800
800
0
1
0
0
1
0
0
0
0
0
0
1
0
0
360,000
43
-2
-2
-2
-2
-2
-2
4,435
799
1,071
15,584
3,195
4,261
805
1,071
15,604
3,195
4,269
3,525
0
1
0
0
0
1
0
0
0
0
1
0
0
0
220,000
38
-1
-1
-1
-1
-1
-1
22,145
5,529
4,688
1,621
8,522
4,149
5,575
4,716
1,632
8,559
4,164
10,626
0
1
0
0
1
0
0
0
0
0
0
1
0
1
70,000
37
0
0
2
0
0
0
67,374
70,890
66,782
67,266
66,431
67,046
6,044
0
2,975
2,505
2,590
2,610
0
1
0
0
1
0
0
0
0
0
1
0
0
0
100,000
27
-1
2
0
0
0
0
17,553
10,628
5,836
6,746
7,889
0
0
1,000
2,000
3,323
0
0
1
0
0
1
0
0
0
0
0
0
0
1
0
1
80,000
30
2
0
0
-1
-1
-2
4,794
4,989
2,065
1,000
0
0
1,074
1,000
1,000
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
1
120,000
61
1
2
0
0
0
0
121,709
78,369
61,849
57,737
59,174
60,651
99
8,800
2,700
3,000
2,600
2,200
0
1
0
0
0
1
0
0
0
0
1
0
0
1
260,000
45
0
0
0
0
0
0
21,480
25,791
31,654
35,784
40,726
45,923
5,000
6,781
5,000
6,452
6,696
6,892
1
0
0
1
0
0
0
0
0
0
1
0
0
0
150,000
24
0
0
0
0
0
0
143,212
137,963
139,520
99,814
100,810
103,233
5,500
5,500
4,500
3,500
4,000
4,000
0
1
0
0
1
0
0
0
0
0
0
1
0
0
270,000
39
0
0
0
0
0
0
116,168
118,661
121,106
118,269
120,737
123,227
4,173
4,275
4,054
4,191
4,302
4,567
0
1
0
0
1
0
0
0
0
0
0
1
0
0
170,000
31
0
0
0
0
0
0
3,062
112,762
112,880
111,210
111,525
112,360
112,000
6,000
4,500
4,500
5,000
4,500
1
0
0
0
0
1
0
0
0
0
1
0
0
0
140,000
24
-1
-1
-1
-1
-1
0
16,343
1,462
4,326
6,380
48,866
23,797
1,462
4,326
6,398
48,866
3,500
2,000
1
0
0
0
1
0
0
0
0
0
0
1
0
1
110,000
29
0
0
0
0
0
0
101,006
104,474
106,332
106,906
108,952
110,444
5,300
5,300
4,000
4,100
4,631
4,404
0
1
0
0
0
1
0
0
0
0
0
1
0
1
430,000
48
0
0
0
0
0
0
32,263
32,802
25,645
25,045
25,568
26,144
1,794
2,399
884
914
987
869
1
0
0
0
1
0
0
0
0
0
1
0
0
0
360,000
39
0
0
-2
-2
-2
-2
12,768
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
0
0
0
150,000
45
0
0
0
0
0
0
108,434
111,178
32,220
33,247
34,164
34,878
3,000
1,300
1,300
1,200
1,200
0
1
0
0
1
0
0
0
0
0
0
0
0
1
0
240,000
46
2
2
-2
-1
0
-1
456
0
0
2,240
1,681
2,267
0
0
2,240
0
2,267
3,074
0
1
0
1
0
0
0
0
0
0
0
1
0
0
200,000
33
-1
-1
-1
-2
-2
-2
846
4,292
0
0
0
0
4,974
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
50,000
27
0
0
0
0
0
2
44,421
45,897
46,920
47,864
50,856
48,390
2,500
2,100
2,000
3,900
0
2,000
0
1
0
1
0
0
0
0
0
0
0
1
0
0
390,000
38
0
0
0
0
0
0
164,418
167,501
134,282
128,701
131,529
135,242
9,000
7,027
5,000
5,000
6,000
5,000
0
1
0
1
0
0
0
0
0
0
1
0
0
0
240,000
37
-1
2
-1
-1
-1
0
1,769
842
14,015
0
1,317
566
0
14,015
0
1,317
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
220,000
33
1
-1
-1
0
0
0
-117
487
2,879
4,483
6,087
-273
1,000
3,000
2,000
2,000
0
2,000
1
0
0
0
0
1
0
0
0
0
0
1
0
0
230,000
59
-1
0
0
0
0
0
208,459
206,331
203,813
201,331
198,999
191,671
7,536
7,277
7,100
7,120
6,844
6,945
1
0
0
1
0
0
0
0
0
0
1
0
0
1
320,000
29
-2
-2
-2
-2
-2
-2
9,161
26,156
13,185
17,439
66,408
14,333
28,524
13,270
17,562
66,751
14,405
52,677
1
0
0
1
0
0
0
0
0
0
0
1
0
0
100,000
47
0
0
0
0
0
0
43,175
42,669
42,238
41,646
40,976
40,503
1,680
1,722
1,603
1,406
1,598
1,502
0
1
0
1
0
0
0
0
0
0
0
0
1
0
480,000
46
-1
-1
-1
-2
-1
0
993
1,317
0
0
4,415
1,978
1,317
0
0
4,415
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
20,000
24
0
0
-1
2
0
0
10,476
7,279
688
688
688
1,320
1,000
688
0
0
650
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
420,000
32
0
0
0
0
0
0
546,485
228,070
184,810
131,304
110,930
84,193
18,546
8,931
4,940
1,796
3,100
133,131
0
1
0
0
1
0
0
0
0
0
1
0
0
0
160,000
55
0
0
0
0
0
0
155,389
152,162
154,715
155,026
79,051
81,089
6,911
6,500
4,270
2,518
2,994
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
380,000
40
0
0
0
0
0
0
231,759
233,357
236,292
237,176
236,379
239,221
10,000
9,000
10,021
10,000
10,000
10,000
1
0
0
1
0
0
0
0
0
0
1
0
0
0
50,000
29
0
0
2
2
2
0
24,043
26,806
26,077
27,898
27,315
27,709
3,165
0
2,257
0
1,000
2,000
1
0
0
0
1
0
0
0
0
0
0
1
0
0
230,000
26
-2
-2
-2
-2
-2
-2
416
371
416
416
566
416
371
461
416
566
416
0
1
0
0
1
0
0
0
0
0
0
0
1
0
0
50,000
35
0
0
0
0
0
0
47,816
49,694
48,543
46,366
9,076
9,812
3,000
3,000
3,019
3,000
1,000
2,000
1
0
0
0
1
0
0
0
0
0
0
1
0
0
80,000
38
0
0
0
0
0
0
19,277
20,060
20,977
20,695
18,587
20,767
1,400
1,306
1,019
685
2,500
0
1
0
0
0
0
1
0
0
0
0
1
0
0
0
80,000
26
0
0
0
0
0
0
67,229
24,772
20,000
20,000
20,000
0
2,089
6,000
200
0
0
0
1
0
0
1
0
0
0
0
0
0
0
1
0
0
30,000
38
0
0
2
0
0
0
27,429
29,085
29,282
29,270
29,078
28,652
2,403
1,200
588
588
574
0
1
0
0
1
0
0
0
0
0
0
1
0
0
0
280,000
30
-1
-1
-1
-1
-1
-1
17,913
380
5,118
380
380
380
380
5,118
380
380
380
380
1
0
0
1
0
0
0
0
0
0
0
1
0
0
100,000
47
1
2
0
0
0
0
99,823
96,932
96,924
96,122
97,432
95,062
0
3,579
3,472
3,287
3,590
10,179
1
0
0
0
1
0
0
0
0
0
1
0
0
0
130,000
46
0
0
0
-2
-2
-2
125,557
124,900
0
0
0
0
2,498
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
120,000
50
0
0
0
0
0
0
118,492
119,637
102,228
75,558
47,536
44,749
6,141
4,474
2,647
1,367
1,322
1,500
0
1
0
0
1
0
0
0
0
0
1
0
0
0
30,000
23
0
0
2
2
2
-1
19,321
23,985
23,321
25,809
24,985
700
5,320
0
3,316
0
700
0
1
0
0
0
1
0
0
0
0
0
0
1
0
1
50,000
23
2
2
2
2
2
2
42,304
45,327
46,294
47,147
46,272
49,050
3,695
2,000
1,900
0
3,700
0
0
1
0
0
0
1
0
0
0
0
0
1
0
1
220,000
33
-1
-1
-1
-1
-1
-1
3,378
1,531
942
608
1,738
277
1,531
942
608
1,738
277
492
0
1
0
1
0
0
0
0
0
1
0
0
0
0
20,000
27
0
0
0
0
-1
2
20,443
19,038
38,730
-210
690
150
1,558
1,400
400
1,290
0
780
1
0
0
0
0
1
0
0
0
0
0
1
0
0
50,000
47
0
0
0
0
0
0
11,961
14,259
16,028
17,760
19,462
22,141
2,500
2,000
2,000
2,000
3,000
3,000
0
1
0
0
0
1
0
0
0
0
0
1
0
0
80,000
23
0
0
0
-2
-2
-2
8,766
4,777
0
0
0
0
1,600
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
110,000
24
1
2
0
0
0
0
115,527
109,871
110,565
216,850
110,952
109,169
0
4,000
7,000
7,766
3,982
5,000
0
1
0
1
0
0
0
0
0
0
0
1
0
1
360,000
38
-1
-1
-1
-2
-2
-2
176
252
0
0
0
0
252
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
0
0
0
70,000
26
2
0
0
0
0
0
66,087
67,510
69,007
61,845
60,184
66,801
3,120
3,303
2,800
2,200
7,600
0
0
1
0
0
1
0
0
0
0
0
0
1
0
1
30,000
22
0
-1
-1
-1
-1
-1
3,118
2,411
1,260
1,179
-101
890
2,414
1,260
1,181
101
991
579
0
1
0
0
1
0
0
0
0
0
1
0
0
0
460,000
28
-1
-1
0
-1
-1
-1
1,358
55,022
50,394
3,917
1,695
22,231
55,071
1,263
3,934
1,702
22,238
513
1
0
0
0
0
0
1
0
0
0
0
1
0
0
220,000
65
-1
-1
-1
-1
-1
-1
1,193
1,525
3,067
1,771
2,326
390
1,525
3,470
1,771
2,333
390
2,361
1
0
0
0
0
1
0
0
0
0
1
0
0
0
50,000
55
0
0
0
0
0
0
45,555
41,372
41,544
13,007
16,233
14,952
1,968
1,843
434
5,000
582
679
1
0
0
0
0
1
0
0
0
0
0
0
1
1
160,000
54
-1
2
-1
0
0
0
780
390
1,560
1,170
780
390
0
1,560
0
0
0
390
1
0
0
0
0
1
0
0
0
0
1
0
0
1
210,000
30
0
0
2
0
0
0
99,342
99,506
100,117
101,212
101,197
103,175
4,900
4,100
3,600
4,500
4,000
3,900
1
0
0
1
0
0
0
0
0
0
0
1
0
0
290,000
38
-2
-2
-2
-1
0
0
0
130
0
24,756
25,147
25,685
130
0
24,756
899
942
927
0
1
0
0
1
0
0
0
0
0
0
1
0
0
200,000
29
-1
-1
-1
-2
-2
-2
8,951
6,595
0
0
0
0
9,117
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
1
460,000
28
0
0
-1
-1
-1
0
17,919
13,041
9,681
3,284
732
2,732
1,500
9,681
3,284
732
2,000
0
1
0
0
1
0
0
0
0
0
0
0
1
0
0
350,000
55
-1
-1
-1
-1
-1
-1
3,297
11,634
12,952
39,274
5,474
14,837
11,637
12,991
39,278
6,000
14,837
931
1
0
0
1
0
0
0
0
0
0
1
0
0
0
70,000
42
0
0
0
0
0
0
70,730
58,103
68,197
50,756
50,843
46,727
3,500
15,000
3,000
2,000
1,840
1,798
1
0
0
1
0
0
0
0
0
0
1
0
0
0
30,000
26
0
0
0
0
0
0
30,244
29,640
30,451
29,391
30,042
28,436
1,701
1,600
1,500
1,095
1,500
2,000
0
1
0
0
0
1
0
0
0
0
0
1
0
0
130,000
27
1
-1
0
-1
-1
0
0
1,386
5,275
198
3,992
8,893
1,386
4,000
198
3,992
5,000
40,000
0
1
0
1
0
0
0
0
0
0
0
1
0
0
50,000
27
1
2
0
0
0
2
35,905
35,028
36,373
37,165
39,539
40,454
0
1,908
1,700
3,000
1,700
1,700
1
0
0
0
1
0
0
0
0
0
0
1
0
0
240,000
27
-2
-2
-1
2
0
0
4,400
0
1,129
1,129
1,971
2,059
0
1,129
0
1,000
496
1,000
0
1
0
0
1
0
0
0
0
0
0
1
0
1
230,000
49
-2
-2
-2
-2
-2
-2
1,034
299
8,994
1,796
3,970
7,214
299
8,997
1,808
3,970
7,214
3,684
0
1
0
1
0
0
0
0
0
0
1
0
0
0
80,000
47
-1
2
2
-1
-1
-1
4,166
3,908
0
3,521
0
14,206
0
0
3,521
0
14,206
7,500
0
1
0
0
1
0
0
0
0
0
1
0
0
0
260,000
31
0
0
0
0
0
0
3,113
3,117
2,924
2,784
2,413
902
1,300
1,100
1,000
300
0
1,261
1
0
0
0
1
0
0
0
0
0
0
1
0
0
130,000
25
-1
-1
-1
-1
-1
-1
1,088
1,521
6,042
1,085
947
495
1,521
6,044
1,619
947
495
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
260,000
42
0
0
0
0
0
0
204,017
182,048
63,074
262,317
201,344
191,829
8,000
7,100
200,140
6,500
6,000
6,500
1
0
0
0
0
0
0
1
0
0
1
0
0
0
310,000
28
0
0
0
0
0
0
106,468
108,955
112,374
54,762
58,189
57,170
8,000
6,000
5,000
5,000
4,000
5,000
0
1
0
0
1
0
0
0
0
0
0
1
0
0
110,000
26
0
0
0
0
0
0
45,028
46,276
47,527
48,735
49,925
50,967
2,000
2,000
2,000
2,000
2,000
2,500
0
1
0
0
1
0
0
0
0
0
0
1
0
0
500,000
49
-1
-1
-1
2
-1
0
396
396
5,792
396
792
396
396
5,792
0
792
0
5,857
0
1
0
0
0
1
0
0
0
0
1
0
0
1
300,000
47
-1
-1
-1
-1
-1
-1
514
2,392
148
148
148
0
2,392
148
148
148
0
747
0
1
0
1
0
0
0
0
0
0
1
0
0
1
20,000
53
0
0
0
0
0
0
12,197
13,292
14,362
14,821
15,143
15,737
1,600
1,600
1,000
710
1,000
1,000
0
1
0
0
0
1
0
0
0
0
1
0
0
0
80,000
26
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
0
0
210,000
31
0
0
0
0
0
0
157,544
160,437
129,247
119,579
120,318
107,122
7,505
7,072
4,009
8,000
10,000
12,000
0
1
0
1
0
0
0
0
0
0
1
0
0
0
260,000
63
0
0
0
0
0
2
261,326
264,126
244,115
248,831
263,528
258,973
9,166
9,001
9,061
19,155
1
9,858
1
0
0
0
0
1
0
0
0
0
1
0
0
0
20,000
36
0
0
0
0
0
0
18,958
19,427
19,021
19,449
19,162
0
1,500
2,000
1,200
413
0
0
1
0
0
1
0
0
0
0
0
0
1
0
0
1
10,000
41
1
4
3
2
0
0
10,711
10,399
10,092
9,700
10,000
9,900
0
0
0
302
0
0
1
0
0
0
0
1
0
0
0
0
1
0
0
0
180,000
25
0
0
0
0
0
0
120,583
97,341
87,773
89,547
91,639
93,991
3,507
3,201
3,200
3,500
4,000
3,704
0
1
0
0
0
1
0
0
0
0
0
1
0
0
430,000
32
1
-1
-1
-2
-2
-2
0
2,500
0
0
0
0
2,500
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
0
1
360,000
37
-1
-1
-1
0
0
-1
4,644
1,417
3,588
2,589
1,549
1,278
1,417
3,588
0
0
1,278
1,998
0
1
0
1
0
0
0
0
0
0
1
0
0
0
50,000
42
0
0
0
0
0
0
38,516
28,604
28,089
27,864
27,173
27,457
1,754
1,500
1,500
1,000
1,100
1,208
0
1
0
0
1
0
0
0
0
0
1
0
0
0
260,000
46
-2
-2
-2
-2
-2
-2
0
135
0
0
109
945
135
0
0
109
945
9,300
0
1
0
0
1
0
0
0
0
0
1
0
0
0
500,000
36
0
0
0
0
0
0
70,016
70,837
63,488
32,050
46,393
35,207
2,568
2,000
1,285
15,000
1,520
6,994
0
1
0
0
0
1
0
0
0
0
1
0
0
0
440,000
35
-1
0
0
-1
-1
-1
3,091
3,853
4,012
821
821
821
1,150
1,084
821
821
821
821
0
1
0
0
1
0
0
0
0
0
0
1
0
0
30,000
24
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
20,000
43
1
2
2
2
2
0
6,216
7,268
7,009
8,102
7,136
5,243
1,307
0
1,400
0
182
400
1
0
0
0
1
0
0
0
0
0
1
0
0
0
50,000
43
0
0
0
0
0
0
50,562
55,032
50,688
49,739
18,888
19,290
6,500
2,112
1,400
700
700
800
1
0
0
0
1
0
0
0
0
0
1
0
0
0
140,000
31
0
0
0
0
0
0
3,886
4,906
5,233
6,206
7,140
8,161
1,100
1,500
1,100
1,000
1,100
1,000
0
1
0
1
0
0
0
0
0
0
0
1
0
0
210,000
54
0
0
0
0
0
0
197,324
201,977
205,800
205,590
98,572
90,521
8,000
11,000
6,000
4,098
3,500
3,000
0
1
0
0
1
0
0
0
0
0
0
1
0
0
440,000
79
0
0
0
0
0
0
429,309
437,906
447,326
447,112
438,187
447,543
15,715
16,519
16,513
15,800
16,531
15,677
1
0
0
1
0
0
0
0
0
0
1
0
0
0