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 |