Datasets:
scikit-learn
/
credit-card-clients

Dataset card Data Studio Files
xet
Community
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
26,601
30,000
1
2
2
23
0
0
-2
-2
-2
-2
41,300
0
0
0
0
0
0
0
0
0
0
0
0
26,602
50,000
1
2
2
24
0
0
0
0
0
0
5,599
6,696
7,783
8,843
9,209
10,070
1,200
1,200
1,200
500
1,000
500
0
26,603
30,000
1
2
2
23
1
2
0
0
0
-1
29,772
28,707
29,235
14,040
500
22,292
0
1,600
1,000
0
22,292
1,000
0
26,604
20,000
1
1
2
23
0
0
0
0
0
0
19,247
18,055
2,059
2,576
1,834
1,092
2,500
1,100
1,500
200
200
942
0
26,605
80,000
1
1
2
23
-1
-1
-1
-1
-1
0
9,183
9,606
3,158
2,941
2,313
1,367
9,643
3,167
2,953
3,753
4
7,949
0
26,606
20,000
1
2
2
23
3
2
2
7
7
6
2,400
2,400
2,400
2,400
2,400
1,800
0
0
0
0
0
0
1
26,607
50,000
1
2
2
23
0
0
0
0
0
0
40,698
42,018
43,344
16,951
16,989
17,230
2,000
2,230
1,600
600
500
19,742
0
26,608
90,000
1
1
2
23
0
0
0
0
0
-1
90,888
85,293
69,482
60,244
22,640
3,270
6,000
4,008
30,055
15,050
3,270
16,488
0
26,609
50,000
1
2
2
24
-1
-1
-1
-1
-1
-1
999
593
-7
2,636
-39
13,000
594
0
2,643
0
13,039
128
0
26,610
20,000
1
2
2
23
0
0
2
2
4
3
10,208
14,972
17,432
19,548
18,948
18,358
4,972
3,000
2,700
0
0
1,000
1
26,611
30,000
1
2
2
24
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
26,612
50,000
1
2
2
23
1
2
0
0
-1
0
52,319
51,185
51,334
49,312
8,027
8,603
0
3,200
3,110
32,356
700
1,700
0
26,613
20,000
1
2
2
23
0
0
0
0
0
0
19,178
18,852
16,648
19,395
20,271
20,445
2,000
1,500
4,000
2,000
2,000
2,900
0
26,614
20,000
1
2
2
22
1
2
0
0
0
0
19,512
17,692
19,136
20,080
17,366
17,128
0
1,736
1,618
902
1,000
869
0
26,615
20,000
1
2
2
23
3
2
2
-1
2
2
18,781
13,255
0
20,358
18,044
20,325
0
0
20,358
0
2,577
0
0
26,616
50,000
1
3
2
22
2
0
0
-1
0
0
47,021
48,423
44,450
956
976
1,976
2,543
2,150
956
20
1,000
1,000
1
26,617
20,000
1
2
2
22
0
0
0
2
0
0
19,555
17,152
19,637
18,671
20,116
17,617
2,000
3,100
1,000
2,000
1,000
1,100
0
26,618
20,000
1
2
2
23
0
0
0
2
0
0
14,784
15,483
18,109
17,521
18,026
19,082
1,253
2,879
0
796
1,500
0
0
26,619
50,000
1
2
2
23
0
0
0
0
0
0
48,241
49,445
51,060
50,033
9,298
7,877
2,000
2,412
5,178
5,500
500
500
1
26,620
10,000
1
2
2
23
2
0
0
2
2
2
5,232
6,410
8,717
8,431
9,079
9,110
1,273
2,580
0
942
321
0
1
26,621
10,000
1
2
2
23
-2
-1
-1
-1
0
0
998
780
390
3,622
3,695
3,126
780
390
3,622
108
246
98
1
26,622
20,000
1
1
2
22
0
0
0
0
0
0
16,620
17,446
18,534
19,145
19,547
19,947
2,000
2,000
1,278
1,000
1,000
764
0
26,623
10,000
1
2
2
22
0
0
0
0
0
0
8,780
4,060
2,774
3,764
4,001
5,134
1,100
1,300
1,200
300
1,200
0
0
26,624
50,000
1
2
2
25
0
0
0
0
0
0
11,669
12,665
12,905
13,498
13,993
13,854
1,502
1,522
1,505
1,000
1,000
1,000
0
26,625
30,000
1
2
2
25
0
0
0
0
0
0
7,653
8,864
10,062
11,581
12,580
13,716
1,500
1,500
2,000
1,500
1,500
1,500
1
26,626
170,000
1
1
2
26
0
0
0
0
0
0
118,084
112,312
107,396
96,064
96,984
93,711
3,800
13,000
3,593
3,020
3,090
2,916
0
26,627
50,000
1
2
2
23
0
0
-2
-2
-1
2
51,550
0
0
0
15,239
14,853
0
0
0
15,239
0
540
1
26,628
60,000
1
2
2
24
2
0
0
0
0
0
27,019
25,100
21,023
16,973
12,410
11,944
1,686
2,000
1,000
1,000
6,000
5,000
1
26,629
50,000
1
3
2
26
0
0
0
0
0
0
50,316
48,987
49,299
48,103
48,669
48,507
3,000
3,000
2,200
2,000
2,000
2,300
0
26,630
50,000
1
2
2
22
0
0
0
-1
0
0
46,831
47,233
22,469
28,197
18,784
17,263
4,000
2,442
28,197
634
799
3,200
0
26,631
50,000
1
2
2
24
0
0
0
0
0
-1
49,907
49,355
34,833
28,614
29,133
29,340
1,963
1,539
1,200
719
43,945
1,001
0
26,632
100,000
1
3
2
24
1
2
0
0
0
0
100,364
97,551
66,365
62,913
9,389
6,076
107
2,893
2,104
312
207
2,004
0
26,633
10,000
1
1
2
25
0
0
0
0
0
0
5,642
6,652
7,683
9,040
9,222
9,580
1,112
1,143
1,500
324
500
377
0
26,634
80,000
1
1
2
26
1
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
1
26,635
300,000
1
2
2
26
-2
-2
-2
-2
-2
-2
0
0
0
0
0
0
0
0
0
0
0
0
0
26,636
10,000
1
1
2
23
1
2
0
0
0
2
9,020
8,707
8,519
9,505
10,127
9,677
0
1,391
1,300
900
0
500
1
26,637
30,000
1
1
2
24
-1
-1
2
-1
3
2
5,857
20,190
18,794
6,650
6,118
2,235
18,794
0
6,650
0
0
13,000
0
26,638
50,000
1
1
2
24
0
0
0
0
0
0
20,472
19,077
20,094
19,559
16,795
17,233
1,700
1,641
1,600
600
1,000
1,300
0
26,639
30,000
1
1
2
24
-1
0
0
0
0
0
1,426
2,539
3,437
5,365
6,275
7,172
1,300
1,100
2,000
1,000
1,000
2,000
0
26,640
90,000
1
1
2
26
1
-2
-1
-1
0
0
0
0
403
33,982
30,738
29,018
0
403
33,982
1,000
1,000
1,000
0
26,641
20,000
1
1
2
23
2
2
2
2
2
2
5,996
7,040
7,897
7,622
8,294
8,016
1,300
1,128
0
800
0
1,500
1
26,642
80,000
1
1
2
23
-1
-1
-1
-1
0
0
444
444
444
888
888
444
444
444
888
444
0
1,038
0
26,643
90,000
1
2
2
24
0
0
0
0
0
0
86,724
91,394
78,767
74,007
29,480
27,941
7,016
3,800
2,406
595
570
67
0
26,644
20,000
1
3
2
24
2
0
0
2
2
2
8,295
9,310
12,130
11,644
12,250
11,910
1,160
2,980
0
1,100
0
1,000
1
26,645
30,000
1
2
2
24
-1
-1
-1
-1
-1
-1
1,473
390
390
390
0
780
390
390
390
0
780
0
1
26,646
10,000
1
2
2
23
0
0
0
0
0
0
9,984
9,974
9,900
9,941
9,250
9,403
1,300
1,300
1,041
1,000
2,000
464
1
26,647
70,000
1
1
2
25
0
0
0
0
0
0
31,011
28,034
26,363
22,587
21,770
19,525
2,002
1,435
1,294
1,000
1,000
1,001
0
26,648
40,000
1
1
2
26
2
0
0
2
2
0
36,460
37,549
40,527
41,036
39,103
38,945
2,000
3,900
1,500
0
1,600
1,600
1
26,649
170,000
1
2
2
26
0
0
0
0
0
0
145,354
143,279
87,885
84,534
74,758
78,633
8,000
3,500
4,000
4,000
6,000
0
1
26,650
10,000
1
2
2
24
1
2
2
-2
-2
-2
9,774
10,400
0
0
0
0
1,000
0
0
0
0
0
0
26,651
30,000
1
2
2
25
2
0
0
0
0
0
29,608
27,471
29,075
26,011
13,900
0
1,600
3,000
1,200
139
0
0
0
26,652
10,000
1
2
2
24
1
2
2
2
2
2
6,496
6,246
8,965
8,672
9,525
9,228
0
3,000
0
1,000
0
800
1
26,653
50,000
1
1
2
24
0
0
0
0
0
0
48,061
47,003
13,063
25,224
14,197
13,872
2,000
2,000
2,000
2,000
2,000
2,000
0
26,654
30,000
1
5
2
24
0
0
0
0
2
2
21,652
22,656
23,804
25,668
24,887
0
1,369
1,517
2,381
0
0
0
0
26,655
50,000
1
1
2
24
0
0
2
0
0
0
30,011
35,743
34,435
30,859
27,429
24,222
7,000
416
3,000
3,000
3,000
3,000
0
26,656
20,000
1
3
2
24
1
2
0
0
0
0
20,464
19,322
19,004
19,558
19,176
19,441
4
1,640
1,589
1,000
1,001
1,004
0
26,657
10,000
1
2
2
25
0
0
0
0
0
0
3,684
4,715
5,785
7,134
3,535
4,323
1,100
1,155
1,500
1,000
1,000
1,000
1
26,658
50,000
1
2
2
24
1
-2
-2
-2
-2
-2
-1,000
0
0
0
0
0
1,000
0
0
0
2,000
0
0
26,659
50,000
1
2
2
24
1
2
2
0
-1
0
59,197
55,551
54,083
50,000
10,135
9,952
2,000
0
1,000
10,135
358
403
1
26,660
50,000
1
2
2
25
0
0
2
2
-1
-1
47,077
48,872
16,012
14,228
19,546
19,473
2,800
0
1,644
63,965
705
798
0
26,661
160,000
1
2
2
25
0
0
0
0
0
0
60,905
62,905
71,405
82,926
84,278
93,641
2,000
8,500
13,000
2,668
11,259
2,043
0
26,662
50,000
1
2
2
24
0
0
0
0
2
0
50,140
15,519
19,520
21,103
20,101
20,402
3,000
5,000
2,300
0
1,000
2,000
0
26,663
30,000
1
1
2
24
0
0
0
0
0
0
14,857
16,302
17,333
18,735
18,952
19,195
2,000
1,598
2,000
825
698
701
0
26,664
60,000
1
2
2
27
5
4
3
2
-1
0
67,940
65,957
64,005
61,769
51,722
44,956
0
0
0
51,722
16,000
1,100
1
26,665
150,000
1
2
2
25
0
0
0
0
0
0
153,932
153,573
153,309
152,357
153,133
0
5,500
5,509
5,672
6,787
0
832
0
26,666
30,000
1
3
2
26
0
0
2
0
0
0
25,535
28,738
27,999
28,097
28,670
7,770
3,641
0
1,000
573
1,000
0
0
26,667
20,000
1
1
2
26
-1
-1
0
-1
0
0
587
2,195
1,758
3,720
3,820
0
2,195
1,500
3,720
100
0
0
0
26,668
20,000
1
2
2
26
0
0
0
-2
-2
-1
18,838
15,349
0
0
0
19,125
1,200
0
0
0
19,125
1,000
0
26,669
50,000
1
2
1
24
0
0
0
0
0
0
17,331
17,961
18,689
19,284
19,517
19,193
1,600
1,700
1,600
1,200
1,000
1,000
0
26,670
200,000
1
1
2
33
0
0
0
0
0
0
66,471
67,010
67,627
68,085
69,445
71,242
2,387
2,485
2,414
2,434
2,863
3,000
0
26,671
70,000
1
2
2
25
0
0
0
0
0
-2
60,719
61,607
68,091
69,028
-61,372
79,256
2,500
7,500
3,182
25,200
102,000
12,152
0
26,672
150,000
1
1
1
28
0
0
0
0
0
0
145,728
145,240
148,755
133,414
101,284
73,255
5,002
6,009
3,259
149
1,866
0
0
26,673
130,000
1
5
2
27
1
2
0
0
0
0
136,378
129,545
131,045
128,104
121,641
123,470
0
5,115
4,527
4,500
8,908
5
0
26,674
20,000
1
3
2
27
0
0
0
0
2
2
13,621
14,984
16,431
18,835
18,235
19,535
1,596
2,000
3,000
0
1,600
0
0
26,675
60,000
1
1
2
27
-1
-1
0
0
0
0
2,165
18,214
13,172
8,717
8,552
9,902
18,214
13,000
2,000
3,000
2,000
0
0
26,676
50,000
1
2
2
24
0
0
0
0
0
0
50,603
50,116
48,063
43,787
9,226
9,628
2,500
2,505
2,531
530
2,000
1,000
0
26,677
210,000
1
2
2
27
0
0
0
0
0
0
65,795
54,166
73,077
62,288
66,309
66,393
2,151
20,000
2,205
5,000
1,982
1,982
0
26,678
150,000
1
1
2
26
-2
-2
-2
-2
0
0
13,707
12,119
121,170
27,949
23,158
67,745
16,408
96,373
28,005
5,021
50,000
4,004
0
26,679
50,000
1
2
2
25
0
0
0
0
0
0
47,034
47,521
47,633
47,482
48,162
48,926
2,100
2,500
2,000
2,000
1,685
2,000
0
26,680
40,000
1
1
2
26
1
-2
-2
-2
-1
0
0
0
0
0
2,605
3,554
0
0
0
2,605
1,000
2,000
0
26,681
90,000
1
3
2
27
2
2
2
2
2
0
88,072
90,221
91,898
91,334
59,253
58,519
4,500
4,000
2,090
0
2,078
2,900
1
26,682
70,000
1
1
2
27
0
0
0
0
-2
-1
64,317
59,944
30,206
0
0
5,000
2,500
1,000
0
0
5,000
5,862
0
26,683
20,000
1
1
2
27
0
0
0
0
0
0
39,628
20,571
19,089
19,658
19,453
19,108
1,610
1,323
1,600
830
700
674
0
26,684
30,000
1
1
2
24
0
0
0
2
0
0
28,436
28,845
31,071
30,248
30,354
29,088
1,800
3,300
0
1,500
1,500
1,300
0
26,685
20,000
1
2
2
25
1
2
0
0
0
0
19,099
18,114
18,437
19,267
19,696
16,876
0
1,370
1,200
1,000
5,000
1,500
0
26,686
60,000
1
2
2
25
2
0
0
0
0
0
60,760
60,011
61,333
60,082
38,897
39,422
2,740
2,893
2,210
938
1,188
0
1
26,687
50,000
1
2
2
26
1
2
0
0
2
2
16,412
15,851
16,889
19,909
19,291
20,675
0
1,294
3,314
0
1,700
0
0
26,688
50,000
1
1
2
25
2
0
0
0
0
0
48,966
49,985
50,760
49,535
30,358
30,302
2,130
1,905
1,811
1,100
1,100
1,200
0
26,689
10,000
1
2
2
25
0
0
0
0
0
0
7,806
8,615
7,851
8,704
8,877
9,063
1,114
1,292
1,145
318
329
331
1
26,690
20,000
1
3
2
22
1
4
3
2
0
0
21,425
21,410
20,786
19,994
10,700
0
620
0
4
0
0
0
1
26,691
110,000
1
1
2
26
0
0
0
0
0
0
58,301
57,861
47,409
47,743
45,654
26,525
2,179
2,191
1,525
18,236
1,500
2,000
0
26,692
30,000
1
2
2
26
1
2
0
0
0
0
21,871
21,222
22,555
23,874
14,500
16,500
0
1,681
2,000
2,000
2,000
2,000
0
26,693
200,000
1
1
2
27
-1
-1
-1
0
0
0
3,592
3,622
7,990
10,392
7,042
5,692
3,622
7,990
6,000
0
2,000
5,000
1
26,694
70,000
1
2
2
27
0
0
0
0
0
0
17,058
59,481
50,890
50,981
54,122
58,227
52,896
2,047
1,861
4,000
5,000
3,044
0
26,695
80,000
1
3
2
27
0
0
2
2
2
0
10,100
59,714
62,163
62,756
61,149
62,464
50,000
4,000
2,200
0
2,300
5,108
0
26,696
80,000
1
2
1
28
0
0
0
0
0
0
81,099
81,449
79,887
76,067
73,077
76,894
10,000
5,000
10,000
6,500
5,000
5,000
0
26,697
20,000
1
2
2
24
0
0
0
0
0
0
4,091
5,316
6,467
7,500
7,497
8,170
1,300
1,400
1,300
270
795
0
0
26,698
10,000
1
2
2
23
0
0
0
0
0
0
8,579
3,714
4,158
4,654
3,080
0
1,060
1,104
1,000
31
0
0
0
26,699
60,000
1
3
2
25
0
0
0
0
0
0
56,753
57,530
59,869
59,942
28,934
27,461
2,700
3,869
2,742
1,200
1,461
1,504
0
26,700
50,000
1
2
2
27
0
0
0
0
0
0
47,452
48,663
50,297
36,164
37,616
39,062
2,000
2,500
2,000
2,000
2,000
2,000
1