Credit_History
int64 0
1
⌀ | CoapplicantIncome
float64 0
41.7k
| Gender
stringclasses 3
values | Self_Employed
stringclasses 3
values | Loan_Status
stringclasses 2
values | Education
stringclasses 2
values | Dependents
stringclasses 5
values | Loan_ID
stringlengths 8
8
| LoanAmount
int64 9
700
⌀ | ApplicantIncome
int64 150
81k
| Married
stringclasses 3
values | Property_Area
stringclasses 3
values | Loan_Amount_Term
int64 12
480
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
1
| 3,263
|
Male
|
No
|
Y
|
Not Graduate
|
2
|
LP001345
| 133
| 4,288
|
Yes
|
Urban
| 180
|
1
| 3,806
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001349
| 151
| 4,843
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
LP001350
| null | 13,650
|
Yes
|
Urban
| 360
|
|
1
| 3,583
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001356
| null | 4,652
|
Yes
|
Semiurban
| 360
|
1
| 754
|
Male
|
No
|
Y
|
Graduate
|
LP001357
| 160
| 3,816
|
Urban
| 360
|
||
1
| 1,030
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001367
| 100
| 3,052
|
Yes
|
Urban
| 360
|
1
| 1,126
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001369
| 225
| 11,417
|
Yes
|
Urban
| 360
|
1
| 0
|
Male
|
N
|
Not Graduate
|
0
|
LP001370
| 120
| 7,333
|
No
|
Rural
| 360
|
|
0
| 3,600
|
Male
|
No
|
N
|
Graduate
|
2
|
LP001379
| 216
| 3,800
|
Yes
|
Urban
| 360
|
1
| 754
|
Male
|
No
|
Y
|
Not Graduate
|
3+
|
LP001384
| 94
| 2,071
|
Yes
|
Semiurban
| 480
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001385
| 136
| 5,316
|
No
|
Urban
| 360
|
1
| 2,333
|
Female
|
Y
|
Graduate
|
0
|
LP001387
| 139
| 2,929
|
Yes
|
Semiurban
| 360
|
|
0
| 4,114
|
Male
|
No
|
N
|
Not Graduate
|
0
|
LP001391
| 152
| 3,572
|
Yes
|
Rural
| null |
1
| 0
|
Female
|
Yes
|
Y
|
Graduate
|
1
|
LP001392
| null | 7,451
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
Y
|
Graduate
|
0
|
LP001398
| 118
| 5,050
|
No
|
Semiurban
| 360
|
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001401
| 185
| 14,583
|
Yes
|
Rural
| 180
|
1
| 2,283
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001404
| 154
| 3,167
|
Yes
|
Semiurban
| 360
|
null | 1,398
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001405
| 85
| 2,214
|
Yes
|
Urban
| 360
|
1
| 2,142
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001421
| 175
| 5,568
|
Yes
|
Rural
| 360
|
1
| 0
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001422
| 259
| 10,408
|
No
|
Urban
| 360
|
1
| 2,667
|
Male
|
No
|
Y
|
Graduate
|
LP001426
| 180
| 5,667
|
Yes
|
Rural
| 360
|
|
1
| 0
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001430
| 44
| 4,166
|
No
|
Semiurban
| 360
|
0
| 8,980
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001431
| 137
| 2,137
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001432
| 81
| 2,957
|
Yes
|
Semiurban
| 360
|
1
| 2,014
|
Male
|
No
|
Y
|
Not Graduate
|
0
|
LP001439
| 194
| 4,300
|
Yes
|
Rural
| 360
|
null | 0
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001443
| 93
| 3,692
|
No
|
Rural
| 360
|
1
| 0
|
No
|
Y
|
Graduate
|
3+
|
LP001448
| 370
| 23,803
|
Yes
|
Rural
| 360
|
|
1
| 1,640
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001449
| null | 3,865
|
No
|
Rural
| 360
|
0
| 3,850
|
Male
|
Yes
|
N
|
Graduate
|
1
|
LP001451
| 160
| 10,513
|
Yes
|
Urban
| 180
|
null | 2,569
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001465
| 182
| 6,080
|
Yes
|
Rural
| 360
|
null | 0
|
Male
|
Yes
|
Y
|
Graduate
|
0
|
LP001469
| 650
| 20,166
|
No
|
Urban
| 480
|
1
| 1,929
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001473
| 74
| 2,014
|
No
|
Urban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001478
| 70
| 2,718
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
Yes
|
Y
|
Graduate
|
0
|
LP001482
| 25
| 3,459
|
Yes
|
Semiurban
| 120
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001487
| 102
| 4,895
|
No
|
Semiurban
| 360
|
1
| 7,750
|
Male
|
No
|
N
|
Graduate
|
3+
|
LP001488
| 290
| 4,000
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Female
|
No
|
N
|
Graduate
|
0
|
LP001489
| 84
| 4,583
|
Yes
|
Rural
| 360
|
1
| 3,500
|
Male
|
Yes
|
Y
|
Graduate
|
2
|
LP001491
| 88
| 3,316
|
Yes
|
Urban
| 360
|
0
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001492
| 242
| 14,999
|
No
|
Semiurban
| 360
|
1
| 1,430
|
Male
|
No
|
N
|
Not Graduate
|
2
|
LP001493
| 129
| 4,200
|
Yes
|
Rural
| 360
|
1
| 2,083
|
Male
|
No
|
N
|
Graduate
|
2
|
LP001497
| 185
| 5,042
|
Yes
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001498
| 168
| 5,417
|
No
|
Urban
| 360
|
1
| 0
|
Male
|
Yes
|
Y
|
Graduate
|
0
|
LP001504
| 175
| 6,950
|
No
|
Semiurban
| 180
|
1
| 2,034
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001507
| 122
| 2,698
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001508
| 187
| 11,757
|
Yes
|
Urban
| 180
|
1
| 4,486
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001514
| 100
| 2,330
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Female
|
No
|
Y
|
Graduate
|
2
|
LP001516
| 70
| 14,866
|
Yes
|
Urban
| 360
|
1
| 1,425
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001518
| 30
| 1,538
|
Yes
|
Urban
| 360
|
1
| 1,666
|
Female
|
No
|
N
|
Graduate
|
0
|
LP001519
| 225
| 10,000
|
No
|
Rural
| 360
|
1
| 830
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001520
| 125
| 4,860
|
Yes
|
Semiurban
| 360
|
0
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001528
| 118
| 6,277
|
No
|
Rural
| 360
|
1
| 3,750
|
Male
|
Yes
|
Y
|
Graduate
|
0
|
LP001529
| 152
| 2,577
|
Yes
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001531
| 244
| 9,166
|
No
|
Urban
| 360
|
1
| 0
|
Male
|
No
|
N
|
Not Graduate
|
2
|
LP001532
| 113
| 2,281
|
Yes
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001535
| 50
| 3,254
|
No
|
Urban
| 360
|
0
| 0
|
Male
|
No
|
Y
|
Graduate
|
3+
|
LP001536
| 600
| 39,999
|
Yes
|
Semiurban
| 180
|
null | 0
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001541
| 160
| 6,000
|
Yes
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001543
| 187
| 9,538
|
Yes
|
Urban
| 360
|
1
| 2,083
|
Male
|
Y
|
Graduate
|
0
|
LP001546
| 120
| 2,980
|
No
|
Rural
| 360
|
|
1
| 5,625
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001552
| 255
| 4,583
|
Yes
|
Semiurban
| 360
|
1
| 1,041
|
Male
|
No
|
Y
|
Not Graduate
|
0
|
LP001560
| 98
| 1,863
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001562
| 275
| 7,933
|
Yes
|
Urban
| 360
|
0
| 1,280
|
Male
|
No
|
N
|
Graduate
|
1
|
LP001565
| 121
| 3,089
|
Yes
|
Semiurban
| 360
|
1
| 1,447
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001570
| 158
| 4,167
|
Yes
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001572
| 75
| 9,323
|
Yes
|
Urban
| 180
|
1
| 3,166
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001574
| 182
| 3,707
|
Yes
|
Rural
| null |
1
| 0
|
Female
|
No
|
N
|
Graduate
|
0
|
LP001577
| 112
| 4,583
|
Yes
|
Rural
| 360
|
1
| 3,333
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001578
| 129
| 2,439
|
Yes
|
Rural
| 360
|
0
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001579
| 63
| 2,237
|
No
|
Semiurban
| 480
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001580
| 200
| 8,000
|
Yes
|
Semiurban
| 360
|
1
| 1,769
|
Male
|
Y
|
Not Graduate
|
0
|
LP001581
| 95
| 1,820
|
Yes
|
Rural
| 360
|
|
1
| 0
|
No
|
Y
|
Graduate
|
3+
|
LP001585
| 700
| 51,763
|
Yes
|
Urban
| 300
|
|
1
| 0
|
Male
|
No
|
N
|
Not Graduate
|
3+
|
LP001586
| 81
| 3,522
|
Yes
|
Rural
| 180
|
1
| 5,625
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001594
| 187
| 5,708
|
Yes
|
Semiurban
| 360
|
1
| 736
|
Male
|
Yes
|
N
|
Not Graduate
|
0
|
LP001603
| 87
| 4,344
|
Yes
|
Semiurban
| 360
|
1
| 1,964
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001606
| 116
| 3,497
|
Yes
|
Rural
| 360
|
1
| 1,619
|
Male
|
No
|
Y
|
Graduate
|
2
|
LP001608
| 101
| 2,045
|
Yes
|
Rural
| 360
|
0
| 11,300
|
Male
|
No
|
N
|
Graduate
|
3+
|
LP001610
| 495
| 5,516
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
1
|
LP001616
| 116
| 3,750
|
Yes
|
Semiurban
| 360
|
0
| 1,451
|
Male
|
No
|
N
|
Not Graduate
|
0
|
LP001630
| 102
| 2,333
|
No
|
Urban
| 480
|
0
| 7,250
|
Male
|
No
|
N
|
Graduate
|
1
|
LP001633
| 180
| 6,400
|
Yes
|
Urban
| 360
|
null | 5,063
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001634
| 67
| 1,916
|
No
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001636
| 73
| 4,600
|
Yes
|
Semiurban
| 180
|
1
| 0
|
Male
|
No
|
N
|
Graduate
|
1
|
LP001637
| 260
| 33,846
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001639
| 108
| 3,625
|
Yes
|
Semiurban
| 360
|
1
| 4,750
|
Male
|
Yes
|
Y
|
Graduate
|
0
|
LP001640
| 120
| 39,147
|
Yes
|
Semiurban
| 360
|
0
| 0
|
Male
|
Yes
|
N
|
Graduate
|
1
|
LP001641
| 66
| 2,178
|
Yes
|
Rural
| 300
|
null | 2,138
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001643
| 58
| 2,383
|
Yes
|
Rural
| 360
|
1
| 5,296
|
Yes
|
Y
|
Graduate
|
0
|
LP001644
| 168
| 674
|
Yes
|
Rural
| 360
|
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001647
| 188
| 9,328
|
Yes
|
Rural
| 180
|
1
| 0
|
Male
|
No
|
Y
|
Not Graduate
|
0
|
LP001653
| 48
| 4,885
|
No
|
Rural
| 360
|
1
| 0
|
Male
|
No
|
N
|
Graduate
|
0
|
LP001656
| 164
| 12,000
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
N
|
Not Graduate
|
0
|
LP001657
| 160
| 6,033
|
Yes
|
Urban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001658
| 76
| 3,858
|
No
|
Semiurban
| 360
|
1
| 0
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001664
| 120
| 4,191
|
No
|
Rural
| 360
|
1
| 2,583
|
Male
|
No
|
N
|
Graduate
|
1
|
LP001665
| 170
| 3,125
|
Yes
|
Semiurban
| 360
|
1
| 3,750
|
Male
|
No
|
Y
|
Graduate
|
0
|
LP001666
| 187
| 8,333
|
No
|
Rural
| 360
|
1
| 2,365
|
Female
|
No
|
Y
|
Not Graduate
|
0
|
LP001669
| 120
| 1,907
|
No
|
Urban
| null |
null | 2,816
|
Female
|
No
|
Y
|
Graduate
|
0
|
LP001671
| 113
| 3,416
|
Yes
|
Semiurban
| 360
|
1
| 0
|
Male
|
Yes
|
N
|
Graduate
|
0
|
LP001673
| 83
| 11,000
|
No
|
Urban
| 360
|
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