credit.policy
int64 0
1
| purpose
stringclasses 7
values | int.rate
float64 0.06
0.22
| installment
float64 15.7
940
| log.annual.inc
float64 7.55
14.5
| dti
float64 0
30
| fico
int64 612
827
| days.with.cr.line
float64 179
17.6k
| revol.bal
int64 0
1.21M
| revol.util
float64 0
119
| inq.last.6mths
int64 0
33
| delinq.2yrs
int64 0
13
| pub.rec
int64 0
5
| not.fully.paid
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
|
debt_consolidation
| 0.1218
| 666
| 11.617285
| 11.78
| 737
| 5,972.041667
| 28,749
| 53.9
| 4
| 0
| 0
| 0
|
0
|
home_improvement
| 0.1531
| 87.04
| 11.918391
| 22.82
| 667
| 4,110.041667
| 59,509
| 85.8
| 5
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1392
| 474.51
| 11.176053
| 24.05
| 717
| 3,210.041667
| 2,061
| 34.3
| 7
| 0
| 0
| 0
|
0
|
all_other
| 0.167
| 461.52
| 11.611865
| 11.7
| 667
| 8,100
| 4,040
| 91.8
| 5
| 2
| 1
| 0
|
0
|
debt_consolidation
| 0.1461
| 744.67
| 12.388394
| 13.86
| 697
| 4,470.041667
| 219,250
| 91.8
| 1
| 0
| 0
| 1
|
0
|
educational
| 0.1287
| 121.08
| 10.085809
| 3.4
| 707
| 1,380.041667
| 2,650
| 26.2
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1322
| 338.01
| 11.289782
| 16.84
| 697
| 3,570.041667
| 13,948
| 39
| 4
| 1
| 0
| 0
|
0
|
debt_consolidation
| 0.1322
| 253.51
| 10.703244
| 22.52
| 702
| 4,530.041667
| 7,202
| 34.5
| 4
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1218
| 466.2
| 10.73631
| 5.32
| 727
| 2,280.041667
| 11,781
| 37.8
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1287
| 67.27
| 10.085809
| 20.45
| 687
| 2,011.041667
| 7,946
| 78.7
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.1287
| 840.83
| 11.289782
| 12.97
| 732
| 1,890
| 6,999
| 29.2
| 5
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1357
| 679.37
| 10.308953
| 9.44
| 712
| 5,390.041667
| 3,366
| 14
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.1218
| 199.8
| 10.404263
| 4.51
| 727
| 3,570.041667
| 3,106
| 25.9
| 5
| 0
| 0
| 0
|
0
|
credit_card
| 0.1253
| 384.87
| 11.0021
| 11.56
| 722
| 3,614
| 25,088
| 75.6
| 5
| 0
| 0
| 1
|
0
|
all_other
| 0.1136
| 213.93
| 10.73422
| 2.43
| 702
| 2,070.041667
| 5,319
| 46.7
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.1607
| 281.56
| 11.225243
| 20.56
| 677
| 4,080
| 21,166
| 72.7
| 7
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.0988
| 233.53
| 11.736069
| 7.97
| 727
| 4,350
| 7,248
| 40.5
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1273
| 671.33
| 11.225243
| 18.74
| 722
| 2,340.041667
| 32,837
| 64.8
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1062
| 390.72
| 11.589887
| 13.68
| 737
| 7,470.041667
| 17,042
| 46.7
| 5
| 1
| 0
| 0
|
0
|
all_other
| 0.1719
| 536.2
| 11.982929
| 19.94
| 662
| 4,440
| 226,936
| 94.7
| 0
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1062
| 398.86
| 11.156251
| 24.27
| 717
| 9,330.041667
| 74,403
| 68.8
| 1
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1843
| 691.03
| 11.127263
| 20.12
| 662
| 1,640.041667
| 1,890
| 19.1
| 5
| 4
| 0
| 0
|
0
|
credit_card
| 0.1533
| 362.22
| 11.127263
| 24.78
| 682
| 3,710
| 46,338
| 55.5
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1422
| 102.86
| 10.933107
| 24.32
| 717
| 4,230.041667
| 6,725
| 98.9
| 5
| 0
| 0
| 0
|
0
|
credit_card
| 0.1947
| 922.42
| 11.561716
| 19.81
| 662
| 3,380.041667
| 20,622
| 76.4
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1311
| 134.98
| 10.29553
| 2.35
| 682
| 4,530.041667
| 1,465
| 34.9
| 4
| 0
| 0
| 0
|
0
|
credit_card
| 0.0788
| 437.93
| 11.82041
| 15.87
| 757
| 6,720.041667
| 232,755
| 23
| 0
| 0
| 0
| 0
|
0
|
all_other
| 0.157
| 840.26
| 12.180755
| 11.42
| 702
| 7,290
| 79,524
| 92.7
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1062
| 146.52
| 10.621327
| 7.02
| 707
| 8,013
| 2,282
| 69.2
| 4
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1099
| 98.21
| 11.082143
| 19.57
| 687
| 7,350
| 237,551
| 36.9
| 0
| 0
| 0
| 0
|
0
|
credit_card
| 0.1099
| 425.56
| 11.571194
| 16.36
| 722
| 7,500.041667
| 22,354
| 65.6
| 4
| 0
| 0
| 0
|
0
|
major_purchase
| 0.2017
| 149.01
| 10.596635
| 12.39
| 677
| 3,140.041667
| 200
| 13.3
| 10
| 3
| 0
| 0
|
0
|
debt_consolidation
| 0.1273
| 335.67
| 10.404263
| 19.05
| 702
| 6,480.041667
| 8,853
| 37.5
| 4
| 0
| 1
| 0
|
0
|
debt_consolidation
| 0.1533
| 870.71
| 11.856515
| 23.82
| 707
| 4,800
| 259,128
| 94.4
| 0
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1136
| 625.32
| 10.985293
| 8.95
| 732
| 3,750.041667
| 18,995
| 62.9
| 4
| 0
| 0
| 0
|
0
|
small_business
| 0.1496
| 831.52
| 12.765688
| 11.38
| 717
| 8,520.041667
| 1,207,359
| 56
| 7
| 0
| 0
| 1
|
0
|
small_business
| 0.1348
| 542.79
| 12.611538
| 3.12
| 737
| 7,410.041667
| 211,931
| 10
| 7
| 2
| 0
| 1
|
0
|
debt_consolidation
| 0.1607
| 114.38
| 10.649986
| 16.64
| 672
| 5,910
| 11,854
| 71.9
| 7
| 0
| 1
| 0
|
0
|
credit_card
| 0.1422
| 244.28
| 11.561716
| 0.7
| 687
| 7,920.041667
| 505
| 9
| 6
| 1
| 0
| 0
|
0
|
small_business
| 0.1533
| 870.71
| 11.849398
| 23.81
| 712
| 7,775.041667
| 60,048
| 80.1
| 5
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1311
| 192.35
| 11.0021
| 5.72
| 692
| 10,236
| 2,077
| 1.1
| 4
| 3
| 0
| 1
|
0
|
debt_consolidation
| 0.1025
| 323.85
| 11.170435
| 13.98
| 732
| 3,750
| 6,639
| 43.6
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.1348
| 468.16
| 10.972877
| 15.16
| 702
| 3,180.041667
| 14,466
| 50.2
| 5
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1311
| 236.22
| 10.857074
| 13.11
| 687
| 3,270
| 8,076
| 36.1
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1348
| 271.4
| 11.198215
| 12.44
| 682
| 4,230.041667
| 11,706
| 34.9
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.0788
| 78.21
| 10.819778
| 20.38
| 732
| 7,410.041667
| 16,150
| 32.6
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.157
| 262.59
| 10.668955
| 21.35
| 662
| 4,260.041667
| 9,659
| 84.7
| 4
| 0
| 0
| 0
|
0
|
educational
| 0.1607
| 147.82
| 9.862666
| 16.19
| 667
| 1,260.041667
| 4,445
| 53.5
| 4
| 0
| 0
| 1
|
0
|
home_improvement
| 0.1607
| 87.99
| 10.778956
| 14.2
| 667
| 4,080
| 1,530
| 36.4
| 7
| 0
| 0
| 1
|
0
|
home_improvement
| 0.2164
| 729.7
| 11.877569
| 8.63
| 667
| 8,280.041667
| 55,442
| 66.9
| 9
| 0
| 1
| 1
|
0
|
all_other
| 0.1459
| 137.86
| 10.085809
| 1.15
| 732
| 1,230.041667
| 972
| 11.3
| 5
| 0
| 0
| 0
|
0
|
home_improvement
| 0.1348
| 508.87
| 11.736069
| 16.85
| 707
| 7,440.041667
| 206,877
| 92.5
| 1
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1311
| 337.45
| 10.691945
| 23.62
| 702
| 3,780.041667
| 6,255
| 56.9
| 5
| 2
| 0
| 0
|
0
|
debt_consolidation
| 0.1385
| 545.67
| 11.77529
| 10.8
| 697
| 4,110
| 197,716
| 74.9
| 4
| 0
| 0
| 0
|
0
|
small_business
| 0.1533
| 870.71
| 11.842229
| 16.16
| 707
| 4,230.041667
| 56,909
| 49.8
| 5
| 0
| 0
| 0
|
0
|
home_improvement
| 0.1311
| 674.9
| 12.29225
| 9.94
| 717
| 5,730.041667
| 39,576
| 27.7
| 5
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1385
| 136.42
| 11.0021
| 18.18
| 677
| 3,423.041667
| 15,301
| 85
| 4
| 0
| 0
| 0
|
0
|
credit_card
| 0.1025
| 466.35
| 12.206073
| 13.97
| 722
| 6,120.041667
| 338,935
| 78.3
| 2
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1533
| 696.57
| 11.805595
| 17.21
| 682
| 2,790.041667
| 38,578
| 86.9
| 4
| 0
| 0
| 0
|
0
|
credit_card
| 0.1273
| 688.11
| 11.314475
| 21.13
| 732
| 5,881
| 35,227
| 54.3
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1867
| 547.36
| 11.407565
| 15.76
| 667
| 10,050.04167
| 13,255
| 88.4
| 7
| 0
| 0
| 0
|
0
|
all_other
| 0.0788
| 115.74
| 10.999095
| 10.17
| 722
| 4,410
| 11,586
| 61.6
| 4
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1348
| 508.87
| 10.933107
| 17.76
| 717
| 3,870.041667
| 8,760
| 28.2
| 6
| 0
| 0
| 0
|
0
|
debt_consolidation
| 0.1099
| 556.5
| 11.225243
| 17.84
| 727
| 6,840.041667
| 18,753
| 29
| 4
| 0
| 0
| 1
|
0
|
all_other
| 0.1385
| 511.56
| 12.323856
| 12.33
| 687
| 6,420.041667
| 385,489
| 51.2
| 4
| 0
| 0
| 0
|
0
|
all_other
| 0.1459
| 396.35
| 10.308953
| 21.04
| 697
| 3,390
| 26,117
| 78.4
| 6
| 0
| 0
| 1
|
0
|
all_other
| 0.2164
| 551.08
| 11.0021
| 24.06
| 662
| 1,800
| 16,441
| 49.8
| 9
| 0
| 0
| 1
|
0
|
all_other
| 0.1311
| 101.24
| 10.968198
| 8.23
| 687
| 2,790.041667
| 1,514
| 13.8
| 5
| 0
| 0
| 0
|
0
|
all_other
| 0.1979
| 37.06
| 10.645425
| 22.17
| 667
| 5,916
| 28,854
| 59.8
| 6
| 0
| 1
| 0
|
0
|
home_improvement
| 0.1426
| 823.34
| 12.429216
| 3.62
| 722
| 3,239.958333
| 33,575
| 83.9
| 5
| 0
| 0
| 1
|
0
|
all_other
| 0.1671
| 113.63
| 10.645425
| 28.06
| 672
| 3,210.041667
| 25,759
| 63.8
| 5
| 0
| 0
| 1
|
0
|
all_other
| 0.1568
| 161.01
| 11.225243
| 8
| 677
| 7,230
| 6,909
| 29.2
| 4
| 0
| 1
| 1
|
0
|
debt_consolidation
| 0.1565
| 69.98
| 10.110472
| 7.02
| 662
| 8,190.041667
| 2,999
| 39.5
| 6
| 0
| 0
| 1
|
0
|
all_other
| 0.1461
| 344.76
| 12.180755
| 10.39
| 672
| 10,474
| 215,372
| 82.1
| 2
| 0
| 0
| 1
|
0
|
all_other
| 0.1253
| 257.7
| 11.141862
| 0.21
| 722
| 4,380
| 184
| 1.1
| 5
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1071
| 97.81
| 10.596635
| 13.09
| 687
| 3,450.041667
| 10,036
| 82.9
| 8
| 0
| 0
| 1
|
0
|
home_improvement
| 0.16
| 351.58
| 10.819778
| 19.18
| 692
| 1,800
| 0
| 3.2
| 5
| 0
| 0
| 1
|
0
|
debt_consolidation
| 0.1392
| 853.43
| 11.264464
| 16.28
| 732
| 4,740
| 37,879
| 57
| 6
| 0
| 0
| 1
|
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