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 |