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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,701 | 0 | Graduate | Yes | 2,800,000 | 6,800,000 | 12 | 349 | 4,100,000 | 2,000,000 | 11,100,000 | 1,400,000 | Rejected |
3,702 | 1 | Graduate | Yes | 9,600,000 | 29,900,000 | 18 | 478 | 18,500,000 | 15,200,000 | 38,200,000 | 9,400,000 | Rejected |
3,703 | 4 | Graduate | No | 2,200,000 | 7,800,000 | 20 | 633 | 0 | 3,900,000 | 8,400,000 | 1,900,000 | Approved |
3,704 | 1 | Not Graduate | Yes | 8,400,000 | 30,900,000 | 8 | 378 | 18,600,000 | 1,000,000 | 25,900,000 | 11,100,000 | Rejected |
3,705 | 1 | Not Graduate | No | 2,100,000 | 5,300,000 | 20 | 461 | 1,500,000 | 3,800,000 | 8,100,000 | 1,700,000 | Rejected |
3,706 | 2 | Not Graduate | Yes | 2,800,000 | 7,000,000 | 2 | 834 | 500,000 | 2,900,000 | 8,100,000 | 1,300,000 | Approved |
3,707 | 0 | Not Graduate | No | 2,500,000 | 5,800,000 | 20 | 671 | 7,400,000 | 500,000 | 7,500,000 | 2,000,000 | Approved |
3,708 | 3 | Graduate | Yes | 1,700,000 | 5,800,000 | 10 | 524 | 4,100,000 | 2,900,000 | 6,600,000 | 800,000 | Rejected |
3,709 | 3 | Graduate | No | 6,100,000 | 20,700,000 | 4 | 816 | 14,900,000 | 5,400,000 | 24,200,000 | 5,900,000 | Approved |
3,710 | 3 | Graduate | No | 4,100,000 | 11,700,000 | 10 | 729 | 6,900,000 | 6,200,000 | 15,400,000 | 2,100,000 | Approved |
3,711 | 5 | Not Graduate | Yes | 4,500,000 | 12,700,000 | 8 | 307 | 11,000,000 | 3,800,000 | 12,600,000 | 2,700,000 | Rejected |
3,712 | 2 | Graduate | Yes | 5,600,000 | 19,100,000 | 8 | 350 | 2,700,000 | 1,200,000 | 14,200,000 | 4,200,000 | Rejected |
3,713 | 3 | Not Graduate | Yes | 5,800,000 | 16,600,000 | 10 | 444 | 13,300,000 | 5,900,000 | 15,000,000 | 8,500,000 | Rejected |
3,714 | 4 | Not Graduate | No | 8,600,000 | 26,700,000 | 10 | 895 | 2,200,000 | 8,800,000 | 22,600,000 | 6,900,000 | Approved |
3,715 | 2 | Graduate | No | 2,900,000 | 10,500,000 | 20 | 708 | 4,200,000 | 600,000 | 7,700,000 | 4,300,000 | Approved |
3,716 | 2 | Not Graduate | Yes | 8,300,000 | 17,600,000 | 2 | 355 | 1,000,000 | 700,000 | 28,400,000 | 6,800,000 | Rejected |
3,717 | 5 | Not Graduate | No | 2,400,000 | 5,100,000 | 6 | 756 | 1,500,000 | 200,000 | 5,300,000 | 3,400,000 | Approved |
3,718 | 4 | Graduate | No | 5,600,000 | 12,000,000 | 4 | 719 | 5,600,000 | 2,900,000 | 14,500,000 | 3,400,000 | Approved |
3,719 | 1 | Graduate | Yes | 9,500,000 | 35,400,000 | 14 | 439 | 400,000 | 1,200,000 | 20,200,000 | 13,500,000 | Rejected |
3,720 | 4 | Not Graduate | Yes | 4,900,000 | 15,900,000 | 10 | 668 | 10,800,000 | 8,300,000 | 14,900,000 | 2,800,000 | Approved |
3,721 | 4 | Not Graduate | Yes | 5,900,000 | 16,500,000 | 2 | 765 | 13,000,000 | 9,400,000 | 20,000,000 | 3,500,000 | Approved |
3,722 | 5 | Graduate | Yes | 500,000 | 1,500,000 | 4 | 476 | 200,000 | 200,000 | 1,100,000 | 700,000 | Approved |
3,723 | 3 | Graduate | No | 7,000,000 | 21,700,000 | 14 | 781 | 5,400,000 | 8,500,000 | 19,300,000 | 9,600,000 | Approved |
3,724 | 1 | Not Graduate | No | 3,500,000 | 12,700,000 | 4 | 350 | 5,200,000 | 6,800,000 | 12,900,000 | 1,800,000 | Approved |
3,725 | 0 | Graduate | No | 5,200,000 | 12,200,000 | 16 | 783 | 5,000,000 | 2,000,000 | 11,400,000 | 5,100,000 | Approved |
3,726 | 3 | Graduate | Yes | 6,300,000 | 19,900,000 | 12 | 770 | 1,900,000 | 2,400,000 | 15,500,000 | 3,100,000 | Approved |
3,727 | 2 | Not Graduate | No | 8,400,000 | 28,300,000 | 10 | 822 | 1,800,000 | 16,000,000 | 33,000,000 | 4,400,000 | Approved |
3,728 | 1 | Not Graduate | Yes | 7,500,000 | 22,500,000 | 14 | 469 | 12,300,000 | 9,600,000 | 16,200,000 | 4,500,000 | Rejected |
3,729 | 2 | Graduate | No | 3,300,000 | 13,000,000 | 16 | 300 | 5,500,000 | 5,900,000 | 7,400,000 | 3,100,000 | Rejected |
3,730 | 2 | Not Graduate | No | 8,800,000 | 22,400,000 | 14 | 692 | 21,700,000 | 5,100,000 | 18,600,000 | 10,900,000 | Approved |
3,731 | 5 | Graduate | No | 200,000 | 700,000 | 18 | 707 | -100,000 | 100,000 | 500,000 | 200,000 | Approved |
3,732 | 5 | Not Graduate | Yes | 8,000,000 | 29,100,000 | 4 | 658 | 10,600,000 | 8,600,000 | 28,800,000 | 4,600,000 | Approved |
3,733 | 3 | Graduate | No | 1,000,000 | 4,000,000 | 6 | 625 | 700,000 | 100,000 | 2,800,000 | 500,000 | Approved |
3,734 | 1 | Graduate | No | 9,400,000 | 26,700,000 | 10 | 343 | 7,600,000 | 2,500,000 | 28,600,000 | 13,200,000 | Rejected |
3,735 | 5 | Graduate | No | 2,100,000 | 7,300,000 | 18 | 358 | 3,700,000 | 3,200,000 | 7,200,000 | 2,200,000 | Rejected |
3,736 | 4 | Graduate | Yes | 5,400,000 | 11,500,000 | 20 | 705 | 14,600,000 | 3,800,000 | 13,500,000 | 6,100,000 | Approved |
3,737 | 2 | Graduate | Yes | 4,700,000 | 15,100,000 | 8 | 799 | 9,700,000 | 2,500,000 | 10,700,000 | 4,700,000 | Approved |
3,738 | 3 | Graduate | No | 8,800,000 | 33,700,000 | 12 | 397 | 17,300,000 | 16,000,000 | 22,200,000 | 8,800,000 | Rejected |
3,739 | 5 | Graduate | No | 3,200,000 | 12,200,000 | 6 | 493 | 7,700,000 | 6,200,000 | 6,700,000 | 2,100,000 | Rejected |
3,740 | 0 | Graduate | Yes | 7,200,000 | 21,900,000 | 4 | 446 | 17,700,000 | 10,900,000 | 24,500,000 | 7,600,000 | Approved |
3,741 | 2 | Not Graduate | Yes | 2,500,000 | 7,200,000 | 16 | 315 | 5,500,000 | 3,300,000 | 4,900,000 | 2,800,000 | Rejected |
3,742 | 5 | Not Graduate | Yes | 6,900,000 | 15,700,000 | 14 | 887 | 13,800,000 | 5,300,000 | 25,200,000 | 4,500,000 | Approved |
3,743 | 5 | Graduate | Yes | 5,700,000 | 20,500,000 | 16 | 429 | 2,800,000 | 1,900,000 | 22,400,000 | 3,900,000 | Rejected |
3,744 | 4 | Graduate | Yes | 5,500,000 | 15,100,000 | 18 | 673 | 10,500,000 | 8,000,000 | 13,900,000 | 7,200,000 | Approved |
3,745 | 4 | Not Graduate | Yes | 9,200,000 | 29,100,000 | 10 | 731 | 14,500,000 | 8,300,000 | 35,800,000 | 5,000,000 | Approved |
3,746 | 5 | Graduate | Yes | 5,700,000 | 11,500,000 | 2 | 732 | 15,800,000 | 3,700,000 | 15,600,000 | 5,300,000 | Approved |
3,747 | 5 | Graduate | Yes | 5,000,000 | 16,400,000 | 14 | 525 | 13,000,000 | 9,100,000 | 15,300,000 | 3,300,000 | Rejected |
3,748 | 4 | Not Graduate | No | 2,300,000 | 5,500,000 | 6 | 343 | -100,000 | 4,100,000 | 4,800,000 | 3,200,000 | Rejected |
3,749 | 0 | Not Graduate | Yes | 3,000,000 | 11,000,000 | 16 | 331 | 8,000,000 | 4,500,000 | 6,600,000 | 2,400,000 | Rejected |
3,750 | 0 | Not Graduate | No | 7,900,000 | 26,200,000 | 18 | 845 | 14,200,000 | 14,700,000 | 27,400,000 | 6,300,000 | Approved |
3,751 | 2 | Graduate | No | 2,000,000 | 6,200,000 | 16 | 696 | 4,100,000 | 600,000 | 5,400,000 | 1,300,000 | Approved |
3,752 | 5 | Not Graduate | No | 2,700,000 | 8,700,000 | 14 | 772 | 2,200,000 | 2,800,000 | 7,600,000 | 3,700,000 | Approved |
3,753 | 3 | Graduate | Yes | 6,400,000 | 15,800,000 | 18 | 628 | 6,900,000 | 2,700,000 | 24,800,000 | 5,300,000 | Approved |
3,754 | 0 | Not Graduate | Yes | 8,200,000 | 19,100,000 | 2 | 764 | 22,900,000 | 8,900,000 | 20,500,000 | 4,000,000 | Approved |
3,755 | 1 | Graduate | No | 2,800,000 | 6,900,000 | 14 | 553 | 400,000 | 4,900,000 | 6,800,000 | 4,200,000 | Approved |
3,756 | 1 | Not Graduate | No | 8,900,000 | 20,000,000 | 2 | 653 | 12,700,000 | 600,000 | 17,800,000 | 9,900,000 | Approved |
3,757 | 1 | Not Graduate | No | 5,100,000 | 20,000,000 | 4 | 506 | 7,900,000 | 8,900,000 | 20,300,000 | 6,700,000 | Approved |
3,758 | 3 | Graduate | No | 2,800,000 | 8,500,000 | 20 | 431 | 6,200,000 | 1,700,000 | 7,800,000 | 2,200,000 | Rejected |
3,759 | 2 | Not Graduate | Yes | 6,100,000 | 12,300,000 | 18 | 697 | 14,100,000 | 9,100,000 | 12,600,000 | 3,500,000 | Approved |
3,760 | 2 | Not Graduate | No | 8,400,000 | 24,500,000 | 6 | 588 | 11,000,000 | 1,300,000 | 22,900,000 | 10,400,000 | Approved |
3,761 | 1 | Not Graduate | No | 1,600,000 | 5,600,000 | 6 | 846 | 600,000 | 2,800,000 | 4,600,000 | 1,200,000 | Approved |
3,762 | 5 | Graduate | No | 4,100,000 | 11,000,000 | 14 | 379 | 6,200,000 | 1,700,000 | 8,500,000 | 5,400,000 | Rejected |
3,763 | 1 | Not Graduate | No | 300,000 | 700,000 | 10 | 745 | 0 | 0 | 900,000 | 100,000 | Approved |
3,764 | 3 | Graduate | No | 9,600,000 | 34,500,000 | 20 | 523 | 26,100,000 | 2,600,000 | 24,300,000 | 5,300,000 | Rejected |
3,765 | 4 | Graduate | Yes | 8,300,000 | 25,400,000 | 4 | 624 | 22,900,000 | 4,000,000 | 24,800,000 | 5,400,000 | Approved |
3,766 | 1 | Graduate | No | 4,600,000 | 16,700,000 | 16 | 407 | 13,000,000 | 6,000,000 | 9,800,000 | 2,800,000 | Rejected |
3,767 | 3 | Not Graduate | Yes | 5,600,000 | 11,600,000 | 12 | 756 | 3,300,000 | 1,800,000 | 18,400,000 | 7,800,000 | Approved |
3,768 | 3 | Graduate | Yes | 4,100,000 | 8,300,000 | 16 | 351 | 6,000,000 | 100,000 | 11,100,000 | 2,200,000 | Rejected |
3,769 | 3 | Not Graduate | No | 3,700,000 | 13,400,000 | 18 | 373 | 2,800,000 | 100,000 | 13,200,000 | 2,500,000 | Rejected |
3,770 | 4 | Not Graduate | Yes | 800,000 | 2,400,000 | 2 | 461 | 1,300,000 | 1,300,000 | 2,300,000 | 300,000 | Approved |
3,771 | 4 | Graduate | No | 8,100,000 | 28,100,000 | 12 | 672 | 5,600,000 | 9,200,000 | 17,200,000 | 9,500,000 | Approved |
3,772 | 2 | Graduate | Yes | 2,700,000 | 9,500,000 | 10 | 434 | 2,700,000 | 1,500,000 | 8,100,000 | 1,800,000 | Rejected |
3,773 | 2 | Not Graduate | Yes | 7,000,000 | 21,400,000 | 12 | 541 | 3,700,000 | 1,300,000 | 19,800,000 | 9,600,000 | Rejected |
3,774 | 3 | Not Graduate | Yes | 8,100,000 | 29,300,000 | 2 | 413 | 8,100,000 | 15,100,000 | 25,500,000 | 6,400,000 | Approved |
3,775 | 1 | Graduate | No | 3,200,000 | 7,600,000 | 4 | 592 | 3,000,000 | 1,400,000 | 8,100,000 | 4,700,000 | Approved |
3,776 | 4 | Not Graduate | Yes | 400,000 | 1,400,000 | 10 | 665 | 300,000 | 300,000 | 1,500,000 | 200,000 | Approved |
3,777 | 1 | Graduate | No | 7,800,000 | 23,900,000 | 4 | 313 | 2,600,000 | 15,300,000 | 23,000,000 | 10,900,000 | Approved |
3,778 | 0 | Not Graduate | No | 5,800,000 | 19,600,000 | 14 | 673 | 8,900,000 | 10,700,000 | 18,000,000 | 7,200,000 | Approved |
3,779 | 0 | Not Graduate | Yes | 2,600,000 | 6,000,000 | 8 | 382 | 1,700,000 | 2,200,000 | 8,200,000 | 1,600,000 | Rejected |
3,780 | 5 | Not Graduate | No | 5,400,000 | 21,100,000 | 12 | 661 | 15,800,000 | 10,400,000 | 20,100,000 | 5,400,000 | Approved |
3,781 | 3 | Graduate | Yes | 600,000 | 1,700,000 | 4 | 576 | 400,000 | 100,000 | 2,100,000 | 500,000 | Approved |
3,782 | 1 | Graduate | No | 600,000 | 1,200,000 | 14 | 443 | 700,000 | 1,000,000 | 2,200,000 | 800,000 | Rejected |
3,783 | 5 | Graduate | Yes | 9,500,000 | 21,700,000 | 16 | 307 | 27,500,000 | 2,700,000 | 28,500,000 | 9,700,000 | Rejected |
3,784 | 4 | Graduate | Yes | 1,900,000 | 4,800,000 | 12 | 656 | 1,500,000 | 1,600,000 | 5,400,000 | 1,700,000 | Approved |
3,785 | 1 | Graduate | Yes | 9,800,000 | 21,200,000 | 4 | 885 | 18,000,000 | 16,400,000 | 37,300,000 | 10,800,000 | Approved |
3,786 | 3 | Graduate | No | 7,800,000 | 16,600,000 | 20 | 896 | 12,400,000 | 10,800,000 | 30,500,000 | 5,500,000 | Approved |
3,787 | 5 | Not Graduate | No | 4,900,000 | 14,100,000 | 2 | 802 | 3,300,000 | 7,500,000 | 16,100,000 | 2,700,000 | Approved |
3,788 | 3 | Graduate | Yes | 8,300,000 | 22,700,000 | 2 | 650 | 3,600,000 | 16,000,000 | 18,000,000 | 5,800,000 | Approved |
3,789 | 4 | Not Graduate | Yes | 3,900,000 | 8,900,000 | 10 | 665 | 9,300,000 | 4,000,000 | 9,200,000 | 5,300,000 | Approved |
3,790 | 2 | Graduate | No | 9,000,000 | 35,700,000 | 12 | 339 | 15,200,000 | 8,400,000 | 19,500,000 | 9,000,000 | Rejected |
3,791 | 1 | Not Graduate | No | 9,600,000 | 32,400,000 | 20 | 447 | 15,400,000 | 18,400,000 | 19,800,000 | 4,700,000 | Rejected |
3,792 | 5 | Not Graduate | Yes | 1,000,000 | 2,400,000 | 18 | 613 | 1,600,000 | 1,300,000 | 2,600,000 | 600,000 | Approved |
3,793 | 5 | Graduate | No | 2,800,000 | 7,200,000 | 16 | 424 | 900,000 | 5,000,000 | 6,100,000 | 3,200,000 | Rejected |
3,794 | 2 | Not Graduate | No | 8,300,000 | 20,800,000 | 6 | 667 | 19,300,000 | 4,100,000 | 25,400,000 | 6,800,000 | Approved |
3,795 | 4 | Not Graduate | Yes | 6,900,000 | 18,300,000 | 18 | 715 | 8,200,000 | 600,000 | 15,000,000 | 7,500,000 | Approved |
3,796 | 5 | Not Graduate | Yes | 3,800,000 | 9,100,000 | 18 | 654 | 9,000,000 | 4,000,000 | 10,200,000 | 3,000,000 | Approved |
3,797 | 2 | Not Graduate | No | 8,000,000 | 17,800,000 | 20 | 549 | 2,400,000 | 9,700,000 | 27,400,000 | 10,800,000 | Rejected |
3,798 | 4 | Graduate | Yes | 9,800,000 | 29,700,000 | 4 | 373 | 11,100,000 | 5,500,000 | 37,800,000 | 10,000,000 | Approved |
3,799 | 0 | Graduate | Yes | 2,900,000 | 7,200,000 | 16 | 332 | 3,600,000 | 5,700,000 | 7,600,000 | 3,600,000 | Rejected |
3,800 | 4 | Graduate | No | 7,900,000 | 31,500,000 | 20 | 534 | 12,400,000 | 8,500,000 | 21,600,000 | 6,400,000 | Rejected |