loan_id
int64 1
4.27k
| no_of_dependents
int64 0
5
| education
stringclasses 2
values | self_employed
stringclasses 2
values | income_annum
int64 200k
9.9M
| loan_amount
int64 300k
39.5M
| loan_term
int64 2
20
| cibil_score
int64 300
900
| residential_assets_value
int64 -100,000
29.1M
| commercial_assets_value
int64 0
19.4M
| luxury_assets_value
int64 300k
39.2M
| bank_asset_value
int64 0
14.7M
| loan_status
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,601 | 2 | Graduate | No | 5,400,000 | 14,500,000 | 8 | 349 | 10,800,000 | 4,800,000 | 21,100,000 | 6,600,000 | Rejected |
3,602 | 3 | Graduate | No | 7,700,000 | 25,300,000 | 18 | 662 | 3,400,000 | 11,400,000 | 19,100,000 | 9,900,000 | Approved |
3,603 | 0 | Not Graduate | Yes | 1,900,000 | 6,400,000 | 20 | 704 | 900,000 | 3,400,000 | 5,300,000 | 1,900,000 | Approved |
3,604 | 4 | Not Graduate | Yes | 6,400,000 | 15,500,000 | 2 | 324 | 18,400,000 | 11,100,000 | 13,900,000 | 4,500,000 | Rejected |
3,605 | 5 | Graduate | No | 700,000 | 1,700,000 | 18 | 757 | 1,900,000 | 200,000 | 2,100,000 | 600,000 | Approved |
3,606 | 3 | Graduate | Yes | 5,800,000 | 23,000,000 | 16 | 361 | 6,000,000 | 10,100,000 | 23,000,000 | 2,800,000 | Rejected |
3,607 | 1 | Graduate | No | 1,800,000 | 5,400,000 | 4 | 415 | 4,400,000 | 2,000,000 | 5,600,000 | 1,800,000 | Approved |
3,608 | 5 | Graduate | Yes | 4,300,000 | 13,800,000 | 18 | 618 | 9,600,000 | 800,000 | 14,000,000 | 2,400,000 | Approved |
3,609 | 4 | Graduate | No | 8,000,000 | 27,100,000 | 8 | 524 | 16,900,000 | 10,900,000 | 25,600,000 | 8,400,000 | Rejected |
3,610 | 0 | Not Graduate | No | 1,100,000 | 4,100,000 | 18 | 887 | 400,000 | 1,300,000 | 2,600,000 | 1,300,000 | Approved |
3,611 | 2 | Not Graduate | Yes | 8,800,000 | 31,100,000 | 12 | 729 | 12,300,000 | 2,400,000 | 21,900,000 | 9,400,000 | Approved |
3,612 | 4 | Graduate | No | 4,800,000 | 18,600,000 | 14 | 774 | 10,800,000 | 5,800,000 | 12,700,000 | 6,500,000 | Approved |
3,613 | 0 | Not Graduate | Yes | 200,000 | 700,000 | 20 | 724 | 600,000 | 0 | 500,000 | 300,000 | Approved |
3,614 | 5 | Graduate | Yes | 1,400,000 | 2,700,000 | 16 | 320 | 900,000 | 2,500,000 | 2,700,000 | 2,000,000 | Rejected |
3,615 | 5 | Graduate | No | 2,500,000 | 6,400,000 | 16 | 590 | 3,200,000 | 3,900,000 | 5,800,000 | 3,500,000 | Approved |
3,616 | 5 | Graduate | No | 8,100,000 | 25,300,000 | 8 | 796 | 15,900,000 | 12,600,000 | 21,500,000 | 7,800,000 | Approved |
3,617 | 0 | Graduate | Yes | 6,100,000 | 19,200,000 | 6 | 890 | 13,900,000 | 5,900,000 | 16,700,000 | 7,600,000 | Approved |
3,618 | 0 | Not Graduate | Yes | 2,000,000 | 4,600,000 | 16 | 651 | 2,100,000 | 2,400,000 | 7,200,000 | 1,600,000 | Approved |
3,619 | 4 | Not Graduate | No | 4,800,000 | 10,100,000 | 12 | 634 | 9,200,000 | 300,000 | 15,000,000 | 6,900,000 | Approved |
3,620 | 4 | Graduate | Yes | 900,000 | 2,800,000 | 2 | 660 | 1,200,000 | 1,400,000 | 2,400,000 | 900,000 | Approved |
3,621 | 4 | Not Graduate | No | 1,300,000 | 3,500,000 | 12 | 512 | 3,300,000 | 1,400,000 | 3,200,000 | 700,000 | Rejected |
3,622 | 4 | Not Graduate | Yes | 4,200,000 | 9,100,000 | 2 | 900 | 6,700,000 | 5,300,000 | 10,900,000 | 5,900,000 | Approved |
3,623 | 2 | Graduate | Yes | 3,300,000 | 11,100,000 | 20 | 823 | 4,600,000 | 1,500,000 | 11,700,000 | 2,900,000 | Approved |
3,624 | 2 | Not Graduate | Yes | 8,700,000 | 28,400,000 | 12 | 880 | 8,000,000 | 1,800,000 | 19,400,000 | 4,400,000 | Approved |
3,625 | 1 | Not Graduate | Yes | 800,000 | 2,600,000 | 2 | 439 | 600,000 | 0 | 1,800,000 | 400,000 | Approved |
3,626 | 5 | Graduate | Yes | 7,400,000 | 17,100,000 | 2 | 441 | 14,700,000 | 1,600,000 | 20,600,000 | 10,800,000 | Rejected |
3,627 | 3 | Not Graduate | No | 6,900,000 | 18,500,000 | 6 | 360 | 14,000,000 | 0 | 18,800,000 | 9,600,000 | Rejected |
3,628 | 1 | Graduate | Yes | 8,800,000 | 33,700,000 | 14 | 561 | 10,200,000 | 7,100,000 | 25,700,000 | 11,900,000 | Approved |
3,629 | 2 | Graduate | Yes | 8,600,000 | 32,500,000 | 4 | 758 | 20,900,000 | 600,000 | 18,000,000 | 6,900,000 | Approved |
3,630 | 2 | Graduate | No | 5,400,000 | 20,600,000 | 18 | 621 | 11,200,000 | 2,200,000 | 11,600,000 | 5,500,000 | Approved |
3,631 | 4 | Graduate | Yes | 2,900,000 | 5,900,000 | 18 | 621 | 200,000 | 3,100,000 | 8,500,000 | 3,500,000 | Approved |
3,632 | 3 | Graduate | No | 9,800,000 | 21,000,000 | 12 | 342 | 25,400,000 | 16,600,000 | 26,900,000 | 7,000,000 | Rejected |
3,633 | 4 | Graduate | No | 3,300,000 | 10,800,000 | 4 | 552 | 4,200,000 | 900,000 | 8,600,000 | 3,300,000 | Approved |
3,634 | 0 | Not Graduate | No | 300,000 | 500,000 | 18 | 376 | 300,000 | 0 | 800,000 | 300,000 | Rejected |
3,635 | 0 | Graduate | No | 1,500,000 | 4,300,000 | 12 | 801 | 4,400,000 | 2,200,000 | 3,300,000 | 1,100,000 | Approved |
3,636 | 3 | Not Graduate | Yes | 5,400,000 | 16,300,000 | 4 | 512 | 1,600,000 | 3,400,000 | 13,100,000 | 6,000,000 | Approved |
3,637 | 0 | Graduate | No | 6,600,000 | 15,200,000 | 18 | 497 | 1,500,000 | 6,900,000 | 14,500,000 | 9,300,000 | Rejected |
3,638 | 0 | Graduate | No | 5,700,000 | 17,200,000 | 8 | 386 | 4,200,000 | 7,100,000 | 14,400,000 | 2,900,000 | Rejected |
3,639 | 3 | Not Graduate | Yes | 8,500,000 | 26,100,000 | 2 | 683 | 6,600,000 | 10,400,000 | 24,100,000 | 5,700,000 | Approved |
3,640 | 0 | Graduate | No | 7,400,000 | 24,100,000 | 16 | 779 | 800,000 | 2,900,000 | 28,900,000 | 4,900,000 | Approved |
3,641 | 3 | Not Graduate | Yes | 7,800,000 | 17,700,000 | 6 | 876 | 15,600,000 | 15,200,000 | 25,100,000 | 10,800,000 | Approved |
3,642 | 3 | Graduate | Yes | 7,200,000 | 16,500,000 | 18 | 515 | 7,800,000 | 6,300,000 | 17,300,000 | 10,600,000 | Rejected |
3,643 | 2 | Not Graduate | No | 7,600,000 | 19,300,000 | 12 | 463 | 5,400,000 | 1,500,000 | 16,000,000 | 9,600,000 | Rejected |
3,644 | 4 | Not Graduate | Yes | 7,000,000 | 26,700,000 | 4 | 486 | 10,600,000 | 12,200,000 | 18,800,000 | 6,000,000 | Approved |
3,645 | 0 | Not Graduate | No | 5,700,000 | 13,000,000 | 6 | 328 | 7,800,000 | 7,500,000 | 20,700,000 | 8,200,000 | Rejected |
3,646 | 2 | Not Graduate | No | 8,200,000 | 30,600,000 | 10 | 343 | 9,800,000 | 11,500,000 | 16,900,000 | 7,000,000 | Rejected |
3,647 | 0 | Graduate | Yes | 9,000,000 | 27,800,000 | 8 | 712 | 900,000 | 6,700,000 | 24,400,000 | 5,800,000 | Approved |
3,648 | 3 | Not Graduate | No | 3,900,000 | 11,900,000 | 6 | 607 | 6,600,000 | 6,000,000 | 8,800,000 | 2,000,000 | Approved |
3,649 | 0 | Graduate | No | 6,500,000 | 16,200,000 | 4 | 812 | 17,200,000 | 10,700,000 | 20,200,000 | 6,200,000 | Approved |
3,650 | 4 | Not Graduate | Yes | 2,300,000 | 7,700,000 | 16 | 589 | 6,000,000 | 4,400,000 | 6,300,000 | 2,300,000 | Approved |
3,651 | 1 | Not Graduate | No | 5,700,000 | 21,800,000 | 18 | 657 | 14,100,000 | 3,200,000 | 21,800,000 | 3,200,000 | Approved |
3,652 | 4 | Not Graduate | No | 800,000 | 2,800,000 | 12 | 453 | 1,500,000 | 300,000 | 2,900,000 | 600,000 | Rejected |
3,653 | 4 | Not Graduate | Yes | 8,400,000 | 19,700,000 | 14 | 889 | 22,400,000 | 5,800,000 | 22,000,000 | 12,100,000 | Approved |
3,654 | 1 | Graduate | Yes | 4,300,000 | 17,200,000 | 4 | 564 | 10,400,000 | 6,600,000 | 11,500,000 | 2,200,000 | Approved |
3,655 | 1 | Not Graduate | Yes | 300,000 | 900,000 | 20 | 419 | 800,000 | 0 | 600,000 | 300,000 | Rejected |
3,656 | 1 | Graduate | No | 8,700,000 | 34,000,000 | 16 | 663 | 5,400,000 | 10,700,000 | 17,800,000 | 8,100,000 | Approved |
3,657 | 1 | Not Graduate | No | 4,400,000 | 12,100,000 | 4 | 884 | 9,800,000 | 6,500,000 | 15,000,000 | 6,000,000 | Approved |
3,658 | 1 | Graduate | Yes | 5,600,000 | 16,800,000 | 16 | 528 | 7,500,000 | 6,500,000 | 12,300,000 | 3,900,000 | Rejected |
3,659 | 2 | Graduate | No | 600,000 | 1,300,000 | 12 | 475 | 100,000 | 1,100,000 | 2,300,000 | 600,000 | Rejected |
3,660 | 4 | Not Graduate | Yes | 2,500,000 | 5,100,000 | 20 | 695 | 1,100,000 | 4,100,000 | 6,700,000 | 3,500,000 | Approved |
3,661 | 5 | Not Graduate | No | 3,800,000 | 10,500,000 | 10 | 759 | 1,800,000 | 6,700,000 | 8,100,000 | 5,300,000 | Approved |
3,662 | 2 | Not Graduate | No | 2,500,000 | 9,600,000 | 4 | 636 | 900,000 | 1,000,000 | 7,300,000 | 2,000,000 | Approved |
3,663 | 3 | Not Graduate | Yes | 5,500,000 | 20,400,000 | 10 | 546 | 10,600,000 | 8,200,000 | 13,500,000 | 4,000,000 | Rejected |
3,664 | 5 | Graduate | Yes | 4,500,000 | 17,100,000 | 2 | 639 | 10,600,000 | 7,500,000 | 12,000,000 | 6,500,000 | Approved |
3,665 | 4 | Not Graduate | No | 1,900,000 | 4,000,000 | 10 | 388 | 500,000 | 1,400,000 | 5,600,000 | 900,000 | Rejected |
3,666 | 5 | Graduate | Yes | 6,400,000 | 20,000,000 | 12 | 594 | 100,000 | 2,100,000 | 16,500,000 | 5,500,000 | Approved |
3,667 | 1 | Not Graduate | Yes | 3,800,000 | 11,100,000 | 6 | 760 | 2,100,000 | 1,800,000 | 8,700,000 | 5,700,000 | Approved |
3,668 | 4 | Not Graduate | Yes | 6,300,000 | 16,900,000 | 16 | 582 | 16,000,000 | 3,600,000 | 23,700,000 | 6,000,000 | Approved |
3,669 | 3 | Not Graduate | No | 300,000 | 600,000 | 6 | 896 | 300,000 | 400,000 | 600,000 | 400,000 | Approved |
3,670 | 5 | Not Graduate | Yes | 7,100,000 | 21,800,000 | 18 | 891 | 7,000,000 | 0 | 18,900,000 | 4,700,000 | Approved |
3,671 | 2 | Not Graduate | Yes | 600,000 | 1,700,000 | 2 | 495 | 1,700,000 | 200,000 | 1,200,000 | 500,000 | Rejected |
3,672 | 3 | Graduate | Yes | 4,400,000 | 15,300,000 | 16 | 865 | 1,200,000 | 8,400,000 | 15,000,000 | 3,400,000 | Approved |
3,673 | 4 | Not Graduate | No | 7,600,000 | 20,800,000 | 12 | 775 | 1,900,000 | 13,600,000 | 19,200,000 | 6,400,000 | Approved |
3,674 | 5 | Graduate | Yes | 8,700,000 | 26,400,000 | 10 | 318 | 11,800,000 | 2,900,000 | 23,200,000 | 9,200,000 | Rejected |
3,675 | 3 | Graduate | Yes | 5,600,000 | 12,700,000 | 12 | 395 | 8,200,000 | 9,300,000 | 22,000,000 | 6,400,000 | Rejected |
3,676 | 4 | Not Graduate | No | 4,100,000 | 13,100,000 | 14 | 772 | 11,200,000 | 4,200,000 | 10,500,000 | 3,800,000 | Approved |
3,677 | 2 | Not Graduate | Yes | 7,900,000 | 16,100,000 | 18 | 318 | 17,300,000 | 2,900,000 | 29,900,000 | 9,300,000 | Rejected |
3,678 | 3 | Not Graduate | Yes | 5,600,000 | 20,900,000 | 14 | 649 | 4,000,000 | 10,700,000 | 13,000,000 | 8,200,000 | Approved |
3,679 | 3 | Not Graduate | No | 1,200,000 | 3,100,000 | 10 | 438 | 1,500,000 | 2,200,000 | 3,900,000 | 1,000,000 | Rejected |
3,680 | 5 | Graduate | No | 6,900,000 | 19,700,000 | 6 | 588 | 9,800,000 | 7,500,000 | 17,100,000 | 7,300,000 | Approved |
3,681 | 5 | Not Graduate | No | 2,700,000 | 5,600,000 | 2 | 815 | 1,100,000 | 2,000,000 | 7,100,000 | 2,600,000 | Approved |
3,682 | 4 | Graduate | Yes | 9,800,000 | 22,100,000 | 4 | 364 | 16,800,000 | 11,100,000 | 26,500,000 | 7,300,000 | Rejected |
3,683 | 2 | Not Graduate | No | 9,300,000 | 32,300,000 | 4 | 586 | 14,300,000 | 6,400,000 | 37,000,000 | 10,400,000 | Approved |
3,684 | 4 | Not Graduate | No | 6,700,000 | 25,300,000 | 12 | 555 | 16,900,000 | 3,600,000 | 23,500,000 | 4,900,000 | Approved |
3,685 | 4 | Graduate | No | 1,300,000 | 4,600,000 | 10 | 312 | 1,800,000 | 600,000 | 3,100,000 | 800,000 | Rejected |
3,686 | 2 | Graduate | Yes | 7,900,000 | 17,100,000 | 16 | 605 | 19,200,000 | 14,100,000 | 21,900,000 | 10,400,000 | Approved |
3,687 | 5 | Not Graduate | No | 6,700,000 | 23,200,000 | 18 | 672 | 1,600,000 | 6,700,000 | 20,800,000 | 5,400,000 | Approved |
3,688 | 2 | Not Graduate | Yes | 2,100,000 | 4,500,000 | 18 | 591 | 2,500,000 | 500,000 | 5,500,000 | 1,500,000 | Approved |
3,689 | 4 | Graduate | Yes | 4,700,000 | 11,000,000 | 4 | 321 | 10,100,000 | 100,000 | 9,600,000 | 6,900,000 | Rejected |
3,690 | 2 | Graduate | No | 3,700,000 | 13,400,000 | 16 | 393 | 6,400,000 | 600,000 | 14,200,000 | 3,500,000 | Rejected |
3,691 | 0 | Graduate | Yes | 5,800,000 | 21,800,000 | 2 | 561 | 4,400,000 | 7,200,000 | 15,000,000 | 4,200,000 | Approved |
3,692 | 5 | Graduate | Yes | 2,400,000 | 6,900,000 | 20 | 725 | 1,700,000 | 400,000 | 8,800,000 | 2,400,000 | Approved |
3,693 | 1 | Not Graduate | Yes | 8,100,000 | 27,600,000 | 16 | 438 | 1,000,000 | 10,500,000 | 32,200,000 | 8,000,000 | Rejected |
3,694 | 5 | Graduate | Yes | 5,400,000 | 21,400,000 | 12 | 399 | 4,000,000 | 9,700,000 | 12,400,000 | 6,800,000 | Rejected |
3,695 | 0 | Graduate | No | 1,400,000 | 5,400,000 | 8 | 592 | 4,100,000 | 400,000 | 4,300,000 | 800,000 | Approved |
3,696 | 2 | Not Graduate | No | 2,500,000 | 8,600,000 | 8 | 835 | 2,500,000 | 4,000,000 | 7,700,000 | 1,300,000 | Approved |
3,697 | 0 | Not Graduate | Yes | 1,600,000 | 5,300,000 | 4 | 733 | 400,000 | 2,100,000 | 5,500,000 | 1,100,000 | Approved |
3,698 | 0 | Not Graduate | No | 3,700,000 | 10,600,000 | 20 | 484 | 5,800,000 | 1,300,000 | 13,900,000 | 3,500,000 | Rejected |
3,699 | 5 | Not Graduate | Yes | 500,000 | 1,800,000 | 20 | 615 | 500,000 | 700,000 | 1,100,000 | 300,000 | Approved |
3,700 | 3 | Not Graduate | Yes | 5,300,000 | 19,500,000 | 4 | 591 | 13,200,000 | 4,700,000 | 19,800,000 | 7,900,000 | Approved |