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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
701 | 0 | Graduate | Yes | 7,600,000 | 17,900,000 | 16 | 788 | 1,700,000 | 7,800,000 | 27,100,000 | 5,900,000 | Approved |
702 | 1 | Graduate | No | 2,200,000 | 4,900,000 | 8 | 509 | 3,800,000 | 0 | 5,400,000 | 2,900,000 | Rejected |
703 | 4 | Graduate | Yes | 6,300,000 | 23,900,000 | 6 | 899 | -100,000 | 11,400,000 | 20,600,000 | 6,700,000 | Approved |
704 | 4 | Not Graduate | Yes | 6,700,000 | 15,800,000 | 12 | 466 | 7,500,000 | 4,600,000 | 19,900,000 | 6,600,000 | Rejected |
705 | 5 | Graduate | Yes | 1,300,000 | 4,300,000 | 2 | 595 | 1,300,000 | 500,000 | 2,900,000 | 1,500,000 | Approved |
706 | 1 | Not Graduate | No | 2,800,000 | 6,700,000 | 12 | 322 | 1,900,000 | 2,000,000 | 8,600,000 | 2,100,000 | Rejected |
707 | 3 | Graduate | No | 7,000,000 | 18,900,000 | 2 | 691 | 6,300,000 | 7,400,000 | 15,200,000 | 3,900,000 | Approved |
708 | 3 | Not Graduate | Yes | 8,800,000 | 26,700,000 | 10 | 379 | 10,100,000 | 15,500,000 | 27,000,000 | 9,700,000 | Rejected |
709 | 0 | Graduate | No | 8,900,000 | 25,800,000 | 18 | 531 | 12,400,000 | 3,400,000 | 22,900,000 | 5,400,000 | Rejected |
710 | 5 | Not Graduate | No | 7,000,000 | 21,800,000 | 4 | 631 | 8,100,000 | 7,100,000 | 14,600,000 | 10,000,000 | Approved |
711 | 0 | Graduate | Yes | 6,900,000 | 18,600,000 | 10 | 330 | 19,600,000 | 9,400,000 | 16,400,000 | 4,500,000 | Rejected |
712 | 5 | Graduate | No | 9,200,000 | 29,200,000 | 16 | 383 | 17,700,000 | 13,300,000 | 30,400,000 | 5,700,000 | Rejected |
713 | 0 | Graduate | Yes | 6,100,000 | 19,700,000 | 16 | 678 | 13,700,000 | 2,300,000 | 19,300,000 | 5,500,000 | Approved |
714 | 1 | Graduate | Yes | 4,400,000 | 14,700,000 | 8 | 894 | 11,400,000 | 6,300,000 | 9,400,000 | 2,400,000 | Approved |
715 | 4 | Not Graduate | No | 9,900,000 | 22,700,000 | 12 | 567 | 28,300,000 | 9,900,000 | 29,700,000 | 5,400,000 | Approved |
716 | 5 | Not Graduate | No | 3,900,000 | 14,000,000 | 4 | 708 | 700,000 | 1,800,000 | 15,600,000 | 5,200,000 | Approved |
717 | 3 | Graduate | No | 6,800,000 | 21,200,000 | 2 | 433 | 10,700,000 | 1,900,000 | 23,200,000 | 6,300,000 | Approved |
718 | 4 | Not Graduate | No | 3,600,000 | 8,700,000 | 14 | 302 | 6,400,000 | 3,700,000 | 7,800,000 | 4,100,000 | Rejected |
719 | 4 | Graduate | No | 700,000 | 2,600,000 | 14 | 736 | 2,100,000 | 600,000 | 1,900,000 | 400,000 | Approved |
720 | 2 | Not Graduate | Yes | 4,000,000 | 8,500,000 | 6 | 323 | 11,200,000 | 1,000,000 | 14,300,000 | 4,100,000 | Rejected |
721 | 4 | Graduate | No | 1,800,000 | 4,100,000 | 12 | 670 | 1,900,000 | 2,900,000 | 4,700,000 | 2,200,000 | Approved |
722 | 3 | Not Graduate | No | 5,600,000 | 21,000,000 | 12 | 609 | 8,800,000 | 11,000,000 | 15,800,000 | 4,900,000 | Approved |
723 | 4 | Not Graduate | No | 6,800,000 | 24,200,000 | 18 | 349 | 18,800,000 | 0 | 15,800,000 | 9,400,000 | Rejected |
724 | 5 | Not Graduate | Yes | 600,000 | 1,500,000 | 2 | 319 | 100,000 | 1,100,000 | 2,100,000 | 600,000 | Rejected |
725 | 1 | Not Graduate | No | 4,200,000 | 16,200,000 | 14 | 391 | 5,800,000 | 2,100,000 | 14,100,000 | 2,600,000 | Rejected |
726 | 4 | Not Graduate | No | 5,000,000 | 18,700,000 | 10 | 755 | 3,600,000 | 600,000 | 13,000,000 | 2,600,000 | Approved |
727 | 1 | Not Graduate | No | 4,100,000 | 12,200,000 | 6 | 354 | 7,300,000 | 5,600,000 | 16,300,000 | 3,500,000 | Rejected |
728 | 3 | Not Graduate | Yes | 2,200,000 | 8,800,000 | 2 | 877 | 5,000,000 | 1,300,000 | 6,400,000 | 3,100,000 | Approved |
729 | 1 | Not Graduate | No | 3,400,000 | 8,600,000 | 16 | 312 | 6,400,000 | 6,100,000 | 8,400,000 | 3,000,000 | Rejected |
730 | 0 | Graduate | No | 7,100,000 | 15,900,000 | 14 | 746 | 9,500,000 | 3,900,000 | 23,500,000 | 8,000,000 | Approved |
731 | 3 | Graduate | No | 5,800,000 | 19,600,000 | 16 | 313 | 11,100,000 | 8,100,000 | 22,700,000 | 6,300,000 | Rejected |
732 | 2 | Graduate | No | 3,400,000 | 12,900,000 | 14 | 857 | 3,400,000 | 2,500,000 | 8,700,000 | 1,900,000 | Approved |
733 | 2 | Not Graduate | No | 7,700,000 | 18,300,000 | 20 | 504 | 14,600,000 | 500,000 | 18,300,000 | 4,600,000 | Rejected |
734 | 0 | Graduate | No | 500,000 | 1,200,000 | 14 | 556 | 900,000 | 0 | 1,800,000 | 500,000 | Approved |
735 | 2 | Graduate | Yes | 5,300,000 | 11,000,000 | 14 | 393 | 6,800,000 | 2,400,000 | 20,500,000 | 5,200,000 | Rejected |
736 | 0 | Graduate | No | 4,700,000 | 14,400,000 | 14 | 881 | 11,000,000 | 6,100,000 | 17,600,000 | 2,400,000 | Approved |
737 | 2 | Graduate | Yes | 4,300,000 | 12,200,000 | 14 | 719 | 5,100,000 | 2,600,000 | 14,000,000 | 5,700,000 | Approved |
738 | 2 | Graduate | Yes | 900,000 | 2,500,000 | 16 | 458 | -100,000 | 100,000 | 3,200,000 | 1,100,000 | Rejected |
739 | 4 | Graduate | No | 2,000,000 | 7,500,000 | 14 | 857 | 4,300,000 | 1,500,000 | 4,200,000 | 2,100,000 | Approved |
740 | 2 | Graduate | Yes | 2,000,000 | 7,600,000 | 16 | 429 | 5,300,000 | 3,100,000 | 5,800,000 | 2,200,000 | Rejected |
741 | 3 | Not Graduate | No | 4,100,000 | 15,900,000 | 12 | 538 | 3,900,000 | 800,000 | 8,800,000 | 5,700,000 | Rejected |
742 | 1 | Not Graduate | No | 6,900,000 | 14,400,000 | 10 | 828 | 4,600,000 | 13,000,000 | 26,700,000 | 9,000,000 | Approved |
743 | 5 | Graduate | Yes | 2,300,000 | 6,100,000 | 6 | 339 | 5,100,000 | 2,500,000 | 8,300,000 | 2,400,000 | Rejected |
744 | 5 | Graduate | Yes | 5,800,000 | 16,600,000 | 18 | 376 | 2,500,000 | 7,500,000 | 21,100,000 | 2,800,000 | Rejected |
745 | 5 | Not Graduate | No | 8,000,000 | 30,000,000 | 14 | 549 | 14,800,000 | 200,000 | 17,300,000 | 7,000,000 | Rejected |
746 | 3 | Not Graduate | Yes | 3,700,000 | 12,700,000 | 18 | 587 | 11,000,000 | 3,100,000 | 8,800,000 | 4,100,000 | Approved |
747 | 0 | Not Graduate | No | 2,600,000 | 8,400,000 | 18 | 861 | 0 | 3,500,000 | 6,200,000 | 3,800,000 | Approved |
748 | 0 | Not Graduate | No | 3,000,000 | 7,000,000 | 12 | 409 | 6,400,000 | 4,900,000 | 8,000,000 | 3,500,000 | Rejected |
749 | 4 | Graduate | No | 2,700,000 | 10,200,000 | 4 | 528 | 7,800,000 | 2,200,000 | 10,000,000 | 1,600,000 | Approved |
750 | 4 | Not Graduate | No | 5,700,000 | 19,600,000 | 8 | 691 | 8,800,000 | 2,200,000 | 12,100,000 | 3,000,000 | Approved |
751 | 2 | Graduate | No | 1,500,000 | 3,600,000 | 4 | 584 | 3,900,000 | 1,300,000 | 4,800,000 | 1,700,000 | Approved |
752 | 5 | Not Graduate | No | 6,800,000 | 20,000,000 | 4 | 459 | 14,500,000 | 3,000,000 | 25,000,000 | 4,900,000 | Rejected |
753 | 1 | Graduate | Yes | 8,100,000 | 31,700,000 | 10 | 755 | 0 | 12,700,000 | 30,100,000 | 4,700,000 | Approved |
754 | 3 | Not Graduate | Yes | 9,200,000 | 27,700,000 | 20 | 688 | 4,800,000 | 16,300,000 | 25,800,000 | 11,200,000 | Approved |
755 | 1 | Not Graduate | Yes | 7,600,000 | 26,000,000 | 6 | 384 | 2,600,000 | 1,200,000 | 20,000,000 | 7,900,000 | Rejected |
756 | 4 | Graduate | No | 600,000 | 1,600,000 | 20 | 869 | 1,400,000 | 1,000,000 | 1,700,000 | 200,000 | Approved |
757 | 1 | Not Graduate | Yes | 4,700,000 | 18,700,000 | 20 | 445 | 2,100,000 | 0 | 11,100,000 | 4,000,000 | Rejected |
758 | 0 | Graduate | No | 1,400,000 | 5,500,000 | 6 | 393 | 500,000 | 1,500,000 | 5,400,000 | 1,800,000 | Rejected |
759 | 3 | Graduate | Yes | 9,400,000 | 24,600,000 | 10 | 414 | 8,800,000 | 13,400,000 | 23,800,000 | 5,600,000 | Rejected |
760 | 2 | Graduate | No | 9,700,000 | 19,900,000 | 16 | 395 | 2,800,000 | 13,700,000 | 37,000,000 | 10,800,000 | Rejected |
761 | 3 | Not Graduate | Yes | 8,900,000 | 21,000,000 | 14 | 815 | 200,000 | 10,800,000 | 21,600,000 | 6,400,000 | Approved |
762 | 5 | Graduate | No | 4,600,000 | 10,500,000 | 8 | 758 | 3,900,000 | 4,300,000 | 15,800,000 | 2,900,000 | Approved |
763 | 5 | Not Graduate | Yes | 5,600,000 | 14,500,000 | 10 | 457 | 6,900,000 | 7,800,000 | 20,600,000 | 4,600,000 | Rejected |
764 | 0 | Graduate | Yes | 1,000,000 | 3,200,000 | 10 | 854 | 2,600,000 | 800,000 | 2,900,000 | 1,200,000 | Approved |
765 | 3 | Graduate | No | 3,500,000 | 10,300,000 | 16 | 324 | 2,400,000 | 900,000 | 12,600,000 | 2,400,000 | Rejected |
766 | 0 | Not Graduate | No | 7,900,000 | 31,500,000 | 14 | 849 | 19,400,000 | 10,300,000 | 26,600,000 | 10,600,000 | Approved |
767 | 3 | Graduate | Yes | 6,100,000 | 24,200,000 | 12 | 672 | 300,000 | 11,100,000 | 23,500,000 | 5,000,000 | Approved |
768 | 3 | Not Graduate | Yes | 8,900,000 | 20,900,000 | 6 | 859 | 9,600,000 | 16,500,000 | 29,300,000 | 11,100,000 | Approved |
769 | 4 | Graduate | No | 5,300,000 | 15,400,000 | 8 | 584 | 5,100,000 | 1,700,000 | 14,000,000 | 5,000,000 | Approved |
770 | 5 | Not Graduate | No | 1,300,000 | 4,800,000 | 4 | 346 | 3,200,000 | 1,600,000 | 3,400,000 | 1,600,000 | Approved |
771 | 3 | Graduate | No | 4,000,000 | 12,800,000 | 18 | 635 | 6,000,000 | 7,000,000 | 12,900,000 | 4,200,000 | Approved |
772 | 2 | Not Graduate | No | 8,700,000 | 22,700,000 | 4 | 365 | 8,200,000 | 14,800,000 | 30,200,000 | 7,200,000 | Rejected |
773 | 1 | Not Graduate | No | 9,500,000 | 20,000,000 | 16 | 856 | 24,900,000 | 0 | 35,700,000 | 6,200,000 | Approved |
774 | 5 | Graduate | Yes | 9,000,000 | 20,000,000 | 2 | 440 | 17,100,000 | 1,000,000 | 28,500,000 | 7,600,000 | Rejected |
775 | 0 | Graduate | Yes | 7,300,000 | 23,300,000 | 2 | 616 | 15,700,000 | 5,900,000 | 25,800,000 | 4,100,000 | Approved |
776 | 3 | Graduate | Yes | 7,400,000 | 25,700,000 | 2 | 461 | 5,700,000 | 2,900,000 | 15,100,000 | 5,100,000 | Approved |
777 | 5 | Not Graduate | No | 3,100,000 | 10,800,000 | 10 | 681 | 5,100,000 | 1,700,000 | 7,400,000 | 1,500,000 | Approved |
778 | 2 | Graduate | No | 4,300,000 | 9,400,000 | 2 | 485 | 11,000,000 | 8,100,000 | 11,000,000 | 2,200,000 | Rejected |
779 | 1 | Graduate | Yes | 2,400,000 | 8,300,000 | 6 | 684 | 5,500,000 | 3,500,000 | 5,300,000 | 2,300,000 | Approved |
780 | 1 | Graduate | No | 5,400,000 | 17,900,000 | 14 | 727 | 13,100,000 | 0 | 12,300,000 | 4,700,000 | Approved |
781 | 2 | Not Graduate | No | 1,600,000 | 5,100,000 | 6 | 784 | 1,400,000 | 2,400,000 | 4,500,000 | 1,400,000 | Approved |
782 | 3 | Not Graduate | Yes | 9,900,000 | 20,400,000 | 4 | 865 | 26,300,000 | 3,600,000 | 36,500,000 | 12,800,000 | Approved |
783 | 3 | Not Graduate | No | 5,800,000 | 20,100,000 | 18 | 791 | 1,400,000 | 10,800,000 | 16,300,000 | 5,600,000 | Approved |
784 | 4 | Not Graduate | No | 2,200,000 | 8,500,000 | 16 | 866 | 4,000,000 | 1,900,000 | 6,800,000 | 2,800,000 | Approved |
785 | 0 | Graduate | No | 5,000,000 | 14,400,000 | 2 | 761 | -100,000 | 7,300,000 | 12,600,000 | 4,500,000 | Approved |
786 | 2 | Not Graduate | Yes | 600,000 | 2,100,000 | 18 | 572 | 400,000 | 500,000 | 1,400,000 | 300,000 | Approved |
787 | 4 | Graduate | No | 2,200,000 | 8,600,000 | 6 | 601 | 2,700,000 | 2,900,000 | 6,700,000 | 3,300,000 | Approved |
788 | 1 | Graduate | Yes | 2,600,000 | 5,500,000 | 14 | 820 | 2,700,000 | 2,400,000 | 9,300,000 | 2,000,000 | Approved |
789 | 4 | Not Graduate | No | 1,200,000 | 4,300,000 | 8 | 598 | 1,600,000 | 1,800,000 | 3,200,000 | 1,300,000 | Approved |
790 | 2 | Graduate | No | 3,100,000 | 8,700,000 | 18 | 544 | 5,300,000 | 1,100,000 | 12,200,000 | 1,500,000 | Rejected |
791 | 5 | Not Graduate | Yes | 4,600,000 | 14,500,000 | 14 | 561 | 2,300,000 | 6,200,000 | 10,200,000 | 5,800,000 | Approved |
792 | 4 | Graduate | Yes | 9,300,000 | 35,500,000 | 6 | 547 | 2,800,000 | 17,800,000 | 27,000,000 | 13,900,000 | Rejected |
793 | 4 | Graduate | No | 6,300,000 | 13,400,000 | 2 | 504 | 10,500,000 | 10,900,000 | 14,500,000 | 9,400,000 | Rejected |
794 | 2 | Not Graduate | No | 5,900,000 | 20,800,000 | 14 | 530 | 7,100,000 | 5,800,000 | 13,100,000 | 8,800,000 | Rejected |
795 | 2 | Graduate | Yes | 2,900,000 | 10,600,000 | 6 | 614 | 1,000,000 | 300,000 | 7,600,000 | 3,600,000 | Approved |
796 | 4 | Not Graduate | No | 6,100,000 | 22,400,000 | 18 | 351 | 11,800,000 | 5,000,000 | 24,400,000 | 4,800,000 | Rejected |
797 | 4 | Graduate | Yes | 5,900,000 | 19,700,000 | 10 | 431 | 3,300,000 | 9,200,000 | 22,700,000 | 5,300,000 | Rejected |
798 | 1 | Not Graduate | Yes | 4,600,000 | 18,400,000 | 10 | 403 | 200,000 | 8,800,000 | 17,300,000 | 2,900,000 | Rejected |
799 | 2 | Not Graduate | No | 7,000,000 | 20,200,000 | 8 | 668 | 16,600,000 | 5,000,000 | 26,100,000 | 9,100,000 | Approved |
800 | 3 | Not Graduate | Yes | 5,100,000 | 10,400,000 | 18 | 399 | 8,000,000 | 4,300,000 | 20,100,000 | 4,600,000 | Rejected |