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