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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
LP002288 | Male | Yes | 2 | Not Graduate | No | 2,889 | 0 | 45 | 180 | 0 | Urban | N |
LP002296 | Male | No | 0 | Not Graduate | No | 2,755 | 0 | 65 | 300 | 1 | Rural | N |
LP002297 | Male | No | 0 | Graduate | No | 2,500 | 20,000 | 103 | 360 | 1 | Semiurban | Y |
LP002300 | Female | No | 0 | Not Graduate | No | 1,963 | 0 | 53 | 360 | 1 | Semiurban | Y |
LP002301 | Female | No | 0 | Graduate | Yes | 7,441 | 0 | 194 | 360 | 1 | Rural | N |
LP002305 | Female | No | 0 | Graduate | No | 4,547 | 0 | 115 | 360 | 1 | Semiurban | Y |
LP002308 | Male | Yes | 0 | Not Graduate | No | 2,167 | 2,400 | 115 | 360 | 1 | Urban | Y |
LP002314 | Female | No | 0 | Not Graduate | No | 2,213 | 0 | 66 | 360 | 1 | Rural | Y |
LP002315 | Male | Yes | 1 | Graduate | No | 8,300 | 0 | 152 | 300 | 0 | Semiurban | N |
LP002317 | Male | Yes | 3+ | Graduate | No | 81,000 | 0 | 360 | 360 | 0 | Rural | N |
LP002318 | Female | No | 1 | Not Graduate | Yes | 3,867 | 0 | 62 | 360 | 1 | Semiurban | N |
LP002319 | Male | Yes | 0 | Graduate | null | 6,256 | 0 | 160 | 360 | null | Urban | Y |
LP002328 | Male | Yes | 0 | Not Graduate | No | 6,096 | 0 | 218 | 360 | 0 | Rural | N |
LP002332 | Male | Yes | 0 | Not Graduate | No | 2,253 | 2,033 | 110 | 360 | 1 | Rural | Y |
LP002335 | Female | Yes | 0 | Not Graduate | No | 2,149 | 3,237 | 178 | 360 | 0 | Semiurban | N |
LP002337 | Female | No | 0 | Graduate | No | 2,995 | 0 | 60 | 360 | 1 | Urban | Y |
LP002341 | Female | No | 1 | Graduate | No | 2,600 | 0 | 160 | 360 | 1 | Urban | N |
LP002342 | Male | Yes | 2 | Graduate | Yes | 1,600 | 20,000 | 239 | 360 | 1 | Urban | N |
LP002345 | Male | Yes | 0 | Graduate | No | 1,025 | 2,773 | 112 | 360 | 1 | Rural | Y |
LP002347 | Male | Yes | 0 | Graduate | No | 3,246 | 1,417 | 138 | 360 | 1 | Semiurban | Y |
LP002348 | Male | Yes | 0 | Graduate | No | 5,829 | 0 | 138 | 360 | 1 | Rural | Y |
LP002357 | Female | No | 0 | Not Graduate | No | 2,720 | 0 | 80 | null | 0 | Urban | N |
LP002361 | Male | Yes | 0 | Graduate | No | 1,820 | 1,719 | 100 | 360 | 1 | Urban | Y |
LP002362 | Male | Yes | 1 | Graduate | No | 7,250 | 1,667 | 110 | null | 0 | Urban | N |
LP002364 | Male | Yes | 0 | Graduate | No | 14,880 | 0 | 96 | 360 | 1 | Semiurban | Y |
LP002366 | Male | Yes | 0 | Graduate | No | 2,666 | 4,300 | 121 | 360 | 1 | Rural | Y |
LP002367 | Female | No | 1 | Not Graduate | No | 4,606 | 0 | 81 | 360 | 1 | Rural | N |
LP002368 | Male | Yes | 2 | Graduate | No | 5,935 | 0 | 133 | 360 | 1 | Semiurban | Y |
LP002369 | Male | Yes | 0 | Graduate | No | 2,920 | 16.120001 | 87 | 360 | 1 | Rural | Y |
LP002370 | Male | No | 0 | Not Graduate | No | 2,717 | 0 | 60 | 180 | 1 | Urban | Y |
LP002377 | Female | No | 1 | Graduate | Yes | 8,624 | 0 | 150 | 360 | 1 | Semiurban | Y |
LP002379 | Male | No | 0 | Graduate | No | 6,500 | 0 | 105 | 360 | 0 | Rural | N |
LP002386 | Male | No | 0 | Graduate | null | 12,876 | 0 | 405 | 360 | 1 | Semiurban | Y |
LP002387 | Male | Yes | 0 | Graduate | No | 2,425 | 2,340 | 143 | 360 | 1 | Semiurban | Y |
LP002390 | Male | No | 0 | Graduate | No | 3,750 | 0 | 100 | 360 | 1 | Urban | Y |
LP002393 | Female | null | null | Graduate | No | 10,047 | 0 | null | 240 | 1 | Semiurban | Y |
LP002398 | Male | No | 0 | Graduate | No | 1,926 | 1,851 | 50 | 360 | 1 | Semiurban | Y |
LP002401 | Male | Yes | 0 | Graduate | No | 2,213 | 1,125 | null | 360 | 1 | Urban | Y |
LP002403 | Male | No | 0 | Graduate | Yes | 10,416 | 0 | 187 | 360 | 0 | Urban | N |
LP002407 | Female | Yes | 0 | Not Graduate | Yes | 7,142 | 0 | 138 | 360 | 1 | Rural | Y |
LP002408 | Male | No | 0 | Graduate | No | 3,660 | 5,064 | 187 | 360 | 1 | Semiurban | Y |
LP002409 | Male | Yes | 0 | Graduate | No | 7,901 | 1,833 | 180 | 360 | 1 | Rural | Y |
LP002418 | Male | No | 3+ | Not Graduate | No | 4,707 | 1,993 | 148 | 360 | 1 | Semiurban | Y |
LP002422 | Male | No | 1 | Graduate | No | 37,719 | 0 | 152 | 360 | 1 | Semiurban | Y |
LP002424 | Male | Yes | 0 | Graduate | No | 7,333 | 8,333 | 175 | 300 | null | Rural | Y |
LP002429 | Male | Yes | 1 | Graduate | Yes | 3,466 | 1,210 | 130 | 360 | 1 | Rural | Y |
LP002434 | Male | Yes | 2 | Not Graduate | No | 4,652 | 0 | 110 | 360 | 1 | Rural | Y |
LP002435 | Male | Yes | 0 | Graduate | null | 3,539 | 1,376 | 55 | 360 | 1 | Rural | N |
LP002443 | Male | Yes | 2 | Graduate | No | 3,340 | 1,710 | 150 | 360 | 0 | Rural | N |
LP002444 | Male | No | 1 | Not Graduate | Yes | 2,769 | 1,542 | 190 | 360 | null | Semiurban | N |
LP002446 | Male | Yes | 2 | Not Graduate | No | 2,309 | 1,255 | 125 | 360 | 0 | Rural | N |
LP002447 | Male | Yes | 2 | Not Graduate | No | 1,958 | 1,456 | 60 | 300 | null | Urban | Y |
LP002448 | Male | Yes | 0 | Graduate | No | 3,948 | 1,733 | 149 | 360 | 0 | Rural | N |
LP002449 | Male | Yes | 0 | Graduate | No | 2,483 | 2,466 | 90 | 180 | 0 | Rural | Y |
LP002453 | Male | No | 0 | Graduate | Yes | 7,085 | 0 | 84 | 360 | 1 | Semiurban | Y |
LP002455 | Male | Yes | 2 | Graduate | No | 3,859 | 0 | 96 | 360 | 1 | Semiurban | Y |
LP002459 | Male | Yes | 0 | Graduate | No | 4,301 | 0 | 118 | 360 | 1 | Urban | Y |
LP002467 | Male | Yes | 0 | Graduate | No | 3,708 | 2,569 | 173 | 360 | 1 | Urban | N |
LP002472 | Male | No | 2 | Graduate | No | 4,354 | 0 | 136 | 360 | 1 | Rural | Y |
LP002473 | Male | Yes | 0 | Graduate | No | 8,334 | 0 | 160 | 360 | 1 | Semiurban | N |
LP002478 | null | Yes | 0 | Graduate | Yes | 2,083 | 4,083 | 160 | 360 | null | Semiurban | Y |
LP002484 | Male | Yes | 3+ | Graduate | No | 7,740 | 0 | 128 | 180 | 1 | Urban | Y |
LP002487 | Male | Yes | 0 | Graduate | No | 3,015 | 2,188 | 153 | 360 | 1 | Rural | Y |
LP002489 | Female | No | 1 | Not Graduate | null | 5,191 | 0 | 132 | 360 | 1 | Semiurban | Y |
LP002493 | Male | No | 0 | Graduate | No | 4,166 | 0 | 98 | 360 | 0 | Semiurban | N |
LP002494 | Male | No | 0 | Graduate | No | 6,000 | 0 | 140 | 360 | 1 | Rural | Y |
LP002500 | Male | Yes | 3+ | Not Graduate | No | 2,947 | 1,664 | 70 | 180 | 0 | Urban | N |
LP002501 | null | Yes | 0 | Graduate | No | 16,692 | 0 | 110 | 360 | 1 | Semiurban | Y |
LP002502 | Female | Yes | 2 | Not Graduate | null | 210 | 2,917 | 98 | 360 | 1 | Semiurban | Y |
LP002505 | Male | Yes | 0 | Graduate | No | 4,333 | 2,451 | 110 | 360 | 1 | Urban | N |
LP002515 | Male | Yes | 1 | Graduate | Yes | 3,450 | 2,079 | 162 | 360 | 1 | Semiurban | Y |
LP002517 | Male | Yes | 1 | Not Graduate | No | 2,653 | 1,500 | 113 | 180 | 0 | Rural | N |
LP002519 | Male | Yes | 3+ | Graduate | No | 4,691 | 0 | 100 | 360 | 1 | Semiurban | Y |
LP002522 | Female | No | 0 | Graduate | Yes | 2,500 | 0 | 93 | 360 | null | Urban | Y |
LP002524 | Male | No | 2 | Graduate | No | 5,532 | 4,648 | 162 | 360 | 1 | Rural | Y |
LP002527 | Male | Yes | 2 | Graduate | Yes | 16,525 | 1,014 | 150 | 360 | 1 | Rural | Y |
LP002529 | Male | Yes | 2 | Graduate | No | 6,700 | 1,750 | 230 | 300 | 1 | Semiurban | Y |
LP002530 | null | Yes | 2 | Graduate | No | 2,873 | 1,872 | 132 | 360 | 0 | Semiurban | N |
LP002531 | Male | Yes | 1 | Graduate | Yes | 16,667 | 2,250 | 86 | 360 | 1 | Semiurban | Y |
LP002533 | Male | Yes | 2 | Graduate | No | 2,947 | 1,603 | null | 360 | 1 | Urban | N |
LP002534 | Female | No | 0 | Not Graduate | No | 4,350 | 0 | 154 | 360 | 1 | Rural | Y |
LP002536 | Male | Yes | 3+ | Not Graduate | No | 3,095 | 0 | 113 | 360 | 1 | Rural | Y |
LP002537 | Male | Yes | 0 | Graduate | No | 2,083 | 3,150 | 128 | 360 | 1 | Semiurban | Y |
LP002541 | Male | Yes | 0 | Graduate | No | 10,833 | 0 | 234 | 360 | 1 | Semiurban | Y |
LP002543 | Male | Yes | 2 | Graduate | No | 8,333 | 0 | 246 | 360 | 1 | Semiurban | Y |
LP002544 | Male | Yes | 1 | Not Graduate | No | 1,958 | 2,436 | 131 | 360 | 1 | Rural | Y |
LP002545 | Male | No | 2 | Graduate | No | 3,547 | 0 | 80 | 360 | 0 | Rural | N |
LP002547 | Male | Yes | 1 | Graduate | No | 18,333 | 0 | 500 | 360 | 1 | Urban | N |
LP002555 | Male | Yes | 2 | Graduate | Yes | 4,583 | 2,083 | 160 | 360 | 1 | Semiurban | Y |
LP002556 | Male | No | 0 | Graduate | No | 2,435 | 0 | 75 | 360 | 1 | Urban | N |
LP002560 | Male | No | 0 | Not Graduate | No | 2,699 | 2,785 | 96 | 360 | null | Semiurban | Y |
LP002562 | Male | Yes | 1 | Not Graduate | No | 5,333 | 1,131 | 186 | 360 | null | Urban | Y |
LP002571 | Male | No | 0 | Not Graduate | No | 3,691 | 0 | 110 | 360 | 1 | Rural | Y |
LP002582 | Female | No | 0 | Not Graduate | Yes | 17,263 | 0 | 225 | 360 | 1 | Semiurban | Y |
LP002585 | Male | Yes | 0 | Graduate | No | 3,597 | 2,157 | 119 | 360 | 0 | Rural | N |
LP002586 | Female | Yes | 1 | Graduate | No | 3,326 | 913 | 105 | 84 | 1 | Semiurban | Y |
LP002587 | Male | Yes | 0 | Not Graduate | No | 2,600 | 1,700 | 107 | 360 | 1 | Rural | Y |
LP002588 | Male | Yes | 0 | Graduate | No | 4,625 | 2,857 | 111 | 12 | null | Urban | Y |
LP002600 | Male | Yes | 1 | Graduate | Yes | 2,895 | 0 | 95 | 360 | 1 | Semiurban | Y |
LP002602 | Male | No | 0 | Graduate | No | 6,283 | 4,416 | 209 | 360 | 0 | Rural | N |