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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,801 | 3 | Not Graduate | No | 4,600,000 | 17,900,000 | 8 | 396 | 10,700,000 | 4,000,000 | 12,300,000 | 2,600,000 | Rejected |
3,802 | 2 | Graduate | No | 1,000,000 | 3,700,000 | 18 | 892 | 2,200,000 | 800,000 | 3,000,000 | 500,000 | Approved |
3,803 | 5 | Graduate | No | 9,000,000 | 21,300,000 | 14 | 602 | 3,400,000 | 7,700,000 | 35,400,000 | 11,000,000 | Approved |
3,804 | 0 | Graduate | Yes | 9,400,000 | 36,100,000 | 10 | 615 | 21,200,000 | 3,800,000 | 27,400,000 | 9,100,000 | Approved |
3,805 | 5 | Graduate | Yes | 7,400,000 | 23,300,000 | 20 | 482 | 15,700,000 | 3,600,000 | 29,100,000 | 6,800,000 | Rejected |
3,806 | 0 | Graduate | No | 6,600,000 | 20,100,000 | 16 | 397 | 19,200,000 | 7,000,000 | 17,200,000 | 8,400,000 | Rejected |
3,807 | 0 | Not Graduate | No | 1,300,000 | 3,400,000 | 10 | 464 | 1,200,000 | 200,000 | 3,500,000 | 1,400,000 | Rejected |
3,808 | 0 | Graduate | Yes | 1,100,000 | 3,400,000 | 14 | 832 | 3,200,000 | 200,000 | 4,400,000 | 1,600,000 | Approved |
3,809 | 5 | Graduate | No | 9,200,000 | 34,800,000 | 12 | 802 | 22,000,000 | 11,000,000 | 19,800,000 | 12,500,000 | Approved |
3,810 | 2 | Graduate | No | 7,000,000 | 23,900,000 | 18 | 628 | 13,400,000 | 6,600,000 | 25,200,000 | 7,200,000 | Approved |
3,811 | 4 | Graduate | No | 5,100,000 | 18,800,000 | 10 | 694 | 6,400,000 | 5,300,000 | 13,500,000 | 4,100,000 | Approved |
3,812 | 1 | Not Graduate | Yes | 3,200,000 | 9,300,000 | 20 | 741 | 3,800,000 | 3,500,000 | 6,900,000 | 2,300,000 | Approved |
3,813 | 1 | Not Graduate | Yes | 3,700,000 | 10,900,000 | 14 | 748 | 3,700,000 | 2,800,000 | 13,200,000 | 4,100,000 | Approved |
3,814 | 5 | Graduate | No | 3,600,000 | 12,800,000 | 4 | 320 | 2,500,000 | 2,900,000 | 12,600,000 | 2,900,000 | Approved |
3,815 | 1 | Graduate | No | 5,600,000 | 11,700,000 | 10 | 774 | 11,000,000 | 4,300,000 | 13,100,000 | 6,500,000 | Approved |
3,816 | 0 | Not Graduate | Yes | 9,500,000 | 32,000,000 | 2 | 500 | 8,300,000 | 9,700,000 | 24,500,000 | 5,600,000 | Approved |
3,817 | 4 | Not Graduate | No | 1,500,000 | 4,000,000 | 18 | 706 | 0 | 2,700,000 | 4,400,000 | 1,700,000 | Approved |
3,818 | 4 | Not Graduate | No | 7,400,000 | 18,300,000 | 10 | 601 | 16,400,000 | 12,600,000 | 28,800,000 | 6,100,000 | Approved |
3,819 | 2 | Graduate | No | 6,000,000 | 17,400,000 | 16 | 806 | 1,800,000 | 2,100,000 | 20,200,000 | 3,500,000 | Approved |
3,820 | 0 | Graduate | Yes | 3,000,000 | 9,600,000 | 6 | 644 | 3,900,000 | 700,000 | 10,500,000 | 3,000,000 | Approved |
3,821 | 4 | Graduate | Yes | 6,000,000 | 12,900,000 | 14 | 723 | 700,000 | 1,600,000 | 13,600,000 | 4,100,000 | Approved |
3,822 | 5 | Graduate | Yes | 600,000 | 1,500,000 | 12 | 509 | 1,600,000 | 100,000 | 1,900,000 | 800,000 | Rejected |
3,823 | 0 | Graduate | No | 1,800,000 | 6,600,000 | 4 | 898 | 2,400,000 | 100,000 | 4,600,000 | 1,400,000 | Approved |
3,824 | 2 | Graduate | Yes | 5,500,000 | 12,000,000 | 2 | 567 | 7,200,000 | 4,700,000 | 11,500,000 | 7,000,000 | Approved |
3,825 | 1 | Graduate | No | 1,000,000 | 2,100,000 | 6 | 715 | 2,200,000 | 1,000,000 | 2,200,000 | 1,100,000 | Approved |
3,826 | 2 | Not Graduate | Yes | 1,700,000 | 3,500,000 | 10 | 854 | 5,000,000 | 2,400,000 | 3,400,000 | 1,700,000 | Approved |
3,827 | 1 | Graduate | Yes | 3,400,000 | 12,300,000 | 8 | 523 | 6,100,000 | 4,700,000 | 8,300,000 | 2,600,000 | Rejected |
3,828 | 1 | Graduate | Yes | 9,600,000 | 35,900,000 | 8 | 534 | 24,500,000 | 17,700,000 | 31,900,000 | 5,400,000 | Rejected |
3,829 | 0 | Not Graduate | Yes | 2,600,000 | 7,600,000 | 18 | 470 | 700,000 | 700,000 | 5,500,000 | 2,900,000 | Rejected |
3,830 | 1 | Graduate | No | 1,600,000 | 3,500,000 | 18 | 619 | 3,200,000 | 100,000 | 6,300,000 | 1,500,000 | Approved |
3,831 | 0 | Graduate | Yes | 4,300,000 | 12,800,000 | 20 | 572 | 8,600,000 | 2,200,000 | 11,000,000 | 6,100,000 | Approved |
3,832 | 3 | Graduate | No | 1,400,000 | 3,500,000 | 16 | 365 | 2,600,000 | 2,200,000 | 2,900,000 | 1,600,000 | Rejected |
3,833 | 0 | Not Graduate | No | 8,000,000 | 18,000,000 | 16 | 791 | 13,900,000 | 10,300,000 | 23,400,000 | 10,600,000 | Approved |
3,834 | 4 | Not Graduate | Yes | 5,000,000 | 18,100,000 | 12 | 424 | 5,200,000 | 2,000,000 | 14,500,000 | 6,100,000 | Rejected |
3,835 | 5 | Graduate | No | 4,500,000 | 10,200,000 | 12 | 726 | 2,900,000 | 8,600,000 | 17,500,000 | 4,200,000 | Approved |
3,836 | 1 | Graduate | No | 3,400,000 | 9,900,000 | 2 | 736 | 3,900,000 | 4,800,000 | 10,600,000 | 4,500,000 | Approved |
3,837 | 5 | Graduate | Yes | 5,700,000 | 12,800,000 | 14 | 488 | 13,600,000 | 1,000,000 | 13,200,000 | 5,500,000 | Rejected |
3,838 | 2 | Not Graduate | Yes | 2,600,000 | 7,600,000 | 10 | 400 | 6,800,000 | 2,800,000 | 10,100,000 | 3,200,000 | Rejected |
3,839 | 0 | Graduate | Yes | 4,500,000 | 12,200,000 | 20 | 311 | 11,200,000 | 5,000,000 | 12,700,000 | 2,400,000 | Rejected |
3,840 | 2 | Not Graduate | Yes | 5,100,000 | 16,800,000 | 2 | 504 | 6,400,000 | 2,700,000 | 17,100,000 | 4,400,000 | Approved |
3,841 | 4 | Not Graduate | Yes | 5,100,000 | 18,600,000 | 20 | 312 | 9,600,000 | 6,000,000 | 16,500,000 | 5,500,000 | Rejected |
3,842 | 5 | Graduate | Yes | 1,700,000 | 6,500,000 | 14 | 587 | 1,100,000 | 1,000,000 | 6,400,000 | 1,500,000 | Approved |
3,843 | 1 | Not Graduate | No | 5,200,000 | 10,500,000 | 20 | 317 | 3,000,000 | 8,000,000 | 19,300,000 | 5,300,000 | Rejected |
3,844 | 4 | Not Graduate | No | 8,400,000 | 29,000,000 | 2 | 463 | 12,700,000 | 1,100,000 | 20,100,000 | 6,700,000 | Approved |
3,845 | 1 | Not Graduate | Yes | 9,000,000 | 34,000,000 | 16 | 842 | 6,300,000 | 16,900,000 | 22,900,000 | 5,800,000 | Approved |
3,846 | 4 | Graduate | Yes | 3,400,000 | 11,800,000 | 20 | 616 | 5,000,000 | 3,300,000 | 9,900,000 | 2,900,000 | Approved |
3,847 | 1 | Not Graduate | No | 5,400,000 | 19,400,000 | 8 | 800 | 800,000 | 6,100,000 | 19,500,000 | 3,000,000 | Approved |
3,848 | 0 | Graduate | Yes | 700,000 | 2,100,000 | 12 | 813 | 200,000 | 1,300,000 | 2,200,000 | 500,000 | Approved |
3,849 | 2 | Graduate | No | 7,600,000 | 24,800,000 | 12 | 564 | 14,000,000 | 6,200,000 | 24,700,000 | 6,700,000 | Approved |
3,850 | 2 | Not Graduate | No | 5,000,000 | 14,700,000 | 12 | 837 | 2,200,000 | 7,200,000 | 11,700,000 | 4,800,000 | Approved |
3,851 | 5 | Not Graduate | Yes | 2,500,000 | 9,400,000 | 16 | 735 | 0 | 2,200,000 | 9,500,000 | 1,700,000 | Approved |
3,852 | 4 | Not Graduate | Yes | 2,000,000 | 5,200,000 | 16 | 724 | 5,200,000 | 3,800,000 | 4,600,000 | 2,800,000 | Approved |
3,853 | 5 | Not Graduate | No | 9,000,000 | 23,900,000 | 12 | 658 | 5,700,000 | 4,600,000 | 32,100,000 | 6,100,000 | Approved |
3,854 | 5 | Graduate | No | 8,300,000 | 31,800,000 | 16 | 858 | 24,600,000 | 11,100,000 | 26,300,000 | 8,500,000 | Approved |
3,855 | 0 | Not Graduate | Yes | 3,100,000 | 8,500,000 | 8 | 614 | 1,700,000 | 4,600,000 | 11,000,000 | 3,300,000 | Approved |
3,856 | 2 | Graduate | Yes | 8,500,000 | 25,600,000 | 16 | 714 | 11,400,000 | 14,800,000 | 17,200,000 | 5,700,000 | Approved |
3,857 | 2 | Graduate | Yes | 1,200,000 | 4,600,000 | 20 | 605 | 3,600,000 | 1,500,000 | 4,600,000 | 600,000 | Approved |
3,858 | 4 | Graduate | Yes | 2,800,000 | 5,500,000 | 8 | 875 | 6,900,000 | 4,000,000 | 6,000,000 | 3,300,000 | Approved |
3,859 | 5 | Graduate | Yes | 2,800,000 | 10,900,000 | 6 | 359 | 5,000,000 | 3,300,000 | 7,600,000 | 3,000,000 | Rejected |
3,860 | 5 | Graduate | Yes | 6,500,000 | 24,100,000 | 6 | 441 | 14,100,000 | 9,600,000 | 15,300,000 | 5,200,000 | Rejected |
3,861 | 4 | Graduate | No | 8,700,000 | 25,200,000 | 18 | 790 | 25,000,000 | 9,100,000 | 18,400,000 | 8,400,000 | Approved |
3,862 | 1 | Not Graduate | Yes | 5,400,000 | 13,600,000 | 4 | 821 | 11,600,000 | 8,700,000 | 19,900,000 | 5,600,000 | Approved |
3,863 | 2 | Not Graduate | No | 8,600,000 | 33,300,000 | 16 | 375 | 19,600,000 | 11,200,000 | 25,500,000 | 11,200,000 | Rejected |
3,864 | 3 | Graduate | No | 4,700,000 | 9,600,000 | 10 | 545 | 5,200,000 | 7,200,000 | 12,000,000 | 5,300,000 | Rejected |
3,865 | 5 | Not Graduate | Yes | 1,100,000 | 3,900,000 | 4 | 891 | 1,100,000 | 200,000 | 3,400,000 | 900,000 | Approved |
3,866 | 0 | Graduate | No | 6,400,000 | 14,000,000 | 8 | 486 | 5,100,000 | 12,700,000 | 23,900,000 | 3,700,000 | Rejected |
3,867 | 0 | Graduate | No | 4,300,000 | 9,900,000 | 4 | 696 | 12,400,000 | 2,100,000 | 17,000,000 | 2,100,000 | Approved |
3,868 | 5 | Not Graduate | Yes | 2,900,000 | 11,100,000 | 4 | 683 | 1,700,000 | 3,900,000 | 9,400,000 | 3,300,000 | Approved |
3,869 | 5 | Not Graduate | No | 9,600,000 | 27,100,000 | 8 | 594 | 25,500,000 | 4,600,000 | 26,800,000 | 13,300,000 | Approved |
3,870 | 3 | Not Graduate | Yes | 900,000 | 2,500,000 | 20 | 529 | 900,000 | 300,000 | 3,200,000 | 700,000 | Rejected |
3,871 | 5 | Not Graduate | No | 8,100,000 | 26,300,000 | 4 | 429 | 3,600,000 | 8,500,000 | 22,200,000 | 6,900,000 | Approved |
3,872 | 0 | Not Graduate | Yes | 8,800,000 | 25,000,000 | 4 | 400 | 11,300,000 | 4,000,000 | 23,600,000 | 9,400,000 | Rejected |
3,873 | 0 | Graduate | No | 8,800,000 | 17,500,000 | 4 | 848 | 25,400,000 | 8,200,000 | 31,600,000 | 5,100,000 | Approved |
3,874 | 1 | Not Graduate | No | 6,400,000 | 21,500,000 | 6 | 489 | 1,600,000 | 4,600,000 | 17,600,000 | 8,900,000 | Rejected |
3,875 | 2 | Graduate | No | 2,900,000 | 6,600,000 | 10 | 326 | 8,600,000 | 2,200,000 | 7,400,000 | 3,400,000 | Rejected |
3,876 | 5 | Graduate | No | 1,600,000 | 6,100,000 | 8 | 663 | 3,900,000 | 800,000 | 6,400,000 | 1,200,000 | Approved |
3,877 | 1 | Not Graduate | No | 1,600,000 | 5,100,000 | 18 | 729 | 2,500,000 | 2,000,000 | 6,200,000 | 900,000 | Approved |
3,878 | 2 | Graduate | Yes | 3,100,000 | 10,700,000 | 4 | 398 | 3,100,000 | 3,000,000 | 7,400,000 | 2,000,000 | Approved |
3,879 | 2 | Not Graduate | Yes | 5,600,000 | 16,700,000 | 14 | 856 | 400,000 | 10,200,000 | 14,700,000 | 5,200,000 | Approved |
3,880 | 3 | Graduate | Yes | 8,100,000 | 19,900,000 | 20 | 347 | 22,800,000 | 14,400,000 | 29,800,000 | 5,500,000 | Rejected |
3,881 | 3 | Not Graduate | No | 9,100,000 | 19,300,000 | 12 | 696 | 26,200,000 | 7,700,000 | 30,100,000 | 13,300,000 | Approved |
3,882 | 0 | Graduate | Yes | 5,500,000 | 17,100,000 | 8 | 353 | 400,000 | 200,000 | 17,100,000 | 5,200,000 | Rejected |
3,883 | 1 | Graduate | Yes | 9,700,000 | 34,300,000 | 20 | 756 | 15,700,000 | 18,500,000 | 26,800,000 | 14,100,000 | Approved |
3,884 | 4 | Graduate | No | 2,300,000 | 5,400,000 | 16 | 490 | 6,200,000 | 3,700,000 | 5,500,000 | 2,100,000 | Rejected |
3,885 | 1 | Not Graduate | Yes | 5,600,000 | 18,000,000 | 10 | 531 | 6,500,000 | 9,000,000 | 19,800,000 | 8,400,000 | Rejected |
3,886 | 2 | Not Graduate | Yes | 4,500,000 | 16,600,000 | 4 | 679 | 10,300,000 | 3,100,000 | 11,700,000 | 5,000,000 | Approved |
3,887 | 1 | Graduate | Yes | 500,000 | 1,800,000 | 8 | 877 | 100,000 | 200,000 | 1,100,000 | 600,000 | Approved |
3,888 | 0 | Graduate | No | 4,200,000 | 11,000,000 | 20 | 817 | 6,700,000 | 2,400,000 | 11,700,000 | 6,100,000 | Approved |
3,889 | 1 | Not Graduate | No | 9,100,000 | 23,300,000 | 18 | 792 | 800,000 | 12,600,000 | 32,100,000 | 12,400,000 | Approved |
3,890 | 4 | Graduate | Yes | 3,200,000 | 12,800,000 | 18 | 664 | 6,300,000 | 3,400,000 | 7,600,000 | 2,100,000 | Approved |
3,891 | 4 | Graduate | Yes | 6,200,000 | 21,300,000 | 16 | 882 | 11,800,000 | 3,500,000 | 12,900,000 | 4,100,000 | Approved |
3,892 | 3 | Not Graduate | Yes | 2,500,000 | 7,700,000 | 10 | 768 | 4,500,000 | 400,000 | 8,000,000 | 2,600,000 | Approved |
3,893 | 0 | Graduate | No | 9,100,000 | 27,100,000 | 12 | 787 | 24,300,000 | 2,900,000 | 34,800,000 | 9,500,000 | Approved |
3,894 | 3 | Graduate | Yes | 500,000 | 900,000 | 12 | 538 | 0 | 700,000 | 1,500,000 | 300,000 | Rejected |
3,895 | 4 | Not Graduate | No | 6,900,000 | 18,000,000 | 8 | 347 | 16,400,000 | 9,300,000 | 18,300,000 | 8,700,000 | Rejected |
3,896 | 0 | Graduate | Yes | 1,800,000 | 5,200,000 | 16 | 317 | 4,900,000 | 1,500,000 | 4,000,000 | 1,300,000 | Rejected |
3,897 | 0 | Graduate | Yes | 4,000,000 | 14,500,000 | 2 | 713 | 6,200,000 | 4,900,000 | 12,200,000 | 4,700,000 | Approved |
3,898 | 1 | Not Graduate | No | 3,900,000 | 12,300,000 | 10 | 683 | 1,000,000 | 700,000 | 11,700,000 | 2,400,000 | Approved |
3,899 | 2 | Not Graduate | Yes | 8,000,000 | 28,100,000 | 18 | 765 | 24,000,000 | 10,500,000 | 17,700,000 | 8,200,000 | Approved |
3,900 | 5 | Graduate | No | 900,000 | 3,200,000 | 10 | 803 | 1,600,000 | 1,700,000 | 2,300,000 | 800,000 | Approved |