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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
801 | 1 | Graduate | No | 3,100,000 | 10,600,000 | 14 | 665 | 6,200,000 | 800,000 | 9,500,000 | 3,900,000 | Approved |
802 | 2 | Graduate | No | 4,100,000 | 12,800,000 | 16 | 344 | 10,300,000 | 7,000,000 | 15,800,000 | 4,100,000 | Rejected |
803 | 0 | Graduate | No | 1,800,000 | 5,400,000 | 16 | 555 | 3,900,000 | 2,900,000 | 5,100,000 | 1,700,000 | Approved |
804 | 4 | Not Graduate | Yes | 8,200,000 | 26,900,000 | 20 | 301 | 23,800,000 | 13,600,000 | 31,000,000 | 9,900,000 | Rejected |
805 | 2 | Not Graduate | Yes | 800,000 | 2,100,000 | 6 | 726 | 2,000,000 | 0 | 2,600,000 | 600,000 | Approved |
806 | 2 | Graduate | No | 8,400,000 | 23,100,000 | 6 | 689 | 5,700,000 | 2,500,000 | 18,900,000 | 11,900,000 | Approved |
807 | 0 | Not Graduate | No | 8,500,000 | 33,900,000 | 4 | 665 | 8,500,000 | 12,800,000 | 17,900,000 | 4,500,000 | Approved |
808 | 3 | Not Graduate | Yes | 3,300,000 | 12,700,000 | 16 | 608 | 3,600,000 | 6,200,000 | 12,600,000 | 4,500,000 | Approved |
809 | 3 | Not Graduate | No | 5,800,000 | 12,800,000 | 20 | 335 | 4,400,000 | 3,000,000 | 15,300,000 | 8,000,000 | Rejected |
810 | 3 | Not Graduate | No | 4,400,000 | 10,500,000 | 18 | 677 | 100,000 | 2,000,000 | 12,100,000 | 5,000,000 | Approved |
811 | 1 | Not Graduate | No | 2,600,000 | 8,500,000 | 2 | 491 | 1,700,000 | 1,800,000 | 5,300,000 | 2,600,000 | Approved |
812 | 2 | Not Graduate | Yes | 9,600,000 | 28,100,000 | 20 | 763 | 23,000,000 | 11,800,000 | 27,500,000 | 10,300,000 | Approved |
813 | 5 | Not Graduate | Yes | 5,200,000 | 18,100,000 | 8 | 809 | 2,400,000 | 6,900,000 | 14,000,000 | 5,500,000 | Approved |
814 | 5 | Not Graduate | Yes | 9,700,000 | 36,400,000 | 16 | 544 | 3,500,000 | 15,000,000 | 31,300,000 | 5,200,000 | Rejected |
815 | 1 | Graduate | Yes | 200,000 | 800,000 | 14 | 624 | 600,000 | 0 | 600,000 | 0 | Approved |
816 | 3 | Graduate | No | 6,500,000 | 16,800,000 | 10 | 388 | 9,500,000 | 800,000 | 14,900,000 | 7,200,000 | Rejected |
817 | 4 | Graduate | Yes | 7,200,000 | 23,100,000 | 14 | 644 | 13,300,000 | 3,500,000 | 18,300,000 | 4,200,000 | Approved |
818 | 0 | Not Graduate | No | 5,200,000 | 18,400,000 | 14 | 600 | 7,300,000 | 9,700,000 | 16,500,000 | 3,600,000 | Approved |
819 | 2 | Not Graduate | No | 6,500,000 | 14,100,000 | 2 | 709 | 1,000,000 | 12,700,000 | 20,900,000 | 4,000,000 | Approved |
820 | 5 | Graduate | Yes | 2,300,000 | 5,600,000 | 8 | 642 | 2,600,000 | 1,900,000 | 8,600,000 | 2,500,000 | Approved |
821 | 0 | Not Graduate | Yes | 3,300,000 | 10,400,000 | 4 | 423 | 7,400,000 | 4,700,000 | 11,600,000 | 3,200,000 | Approved |
822 | 0 | Not Graduate | Yes | 2,000,000 | 5,900,000 | 12 | 900 | 3,800,000 | 2,400,000 | 7,100,000 | 3,000,000 | Approved |
823 | 2 | Graduate | Yes | 8,300,000 | 19,500,000 | 4 | 415 | 2,300,000 | 9,400,000 | 21,700,000 | 8,600,000 | Rejected |
824 | 4 | Graduate | Yes | 3,800,000 | 14,300,000 | 4 | 645 | 1,300,000 | 1,100,000 | 10,900,000 | 4,600,000 | Approved |
825 | 0 | Not Graduate | No | 5,700,000 | 15,600,000 | 16 | 742 | 700,000 | 5,800,000 | 11,400,000 | 6,800,000 | Approved |
826 | 4 | Not Graduate | No | 7,300,000 | 19,800,000 | 8 | 724 | 5,500,000 | 6,000,000 | 29,000,000 | 10,300,000 | Approved |
827 | 1 | Graduate | No | 1,600,000 | 5,400,000 | 12 | 707 | 600,000 | 1,700,000 | 6,200,000 | 800,000 | Approved |
828 | 5 | Not Graduate | Yes | 800,000 | 2,500,000 | 4 | 780 | 500,000 | 900,000 | 1,700,000 | 400,000 | Approved |
829 | 4 | Not Graduate | No | 6,300,000 | 21,900,000 | 10 | 538 | 9,600,000 | 5,400,000 | 19,300,000 | 7,800,000 | Rejected |
830 | 2 | Graduate | No | 8,800,000 | 17,700,000 | 14 | 706 | 22,900,000 | 4,300,000 | 30,300,000 | 9,200,000 | Approved |
831 | 0 | Graduate | No | 7,300,000 | 14,500,000 | 16 | 811 | 1,000,000 | 12,400,000 | 16,100,000 | 9,600,000 | Approved |
832 | 2 | Graduate | Yes | 3,800,000 | 9,100,000 | 14 | 849 | 6,300,000 | 2,400,000 | 9,500,000 | 2,500,000 | Approved |
833 | 3 | Graduate | No | 6,200,000 | 16,700,000 | 10 | 880 | 15,800,000 | 8,200,000 | 20,100,000 | 9,100,000 | Approved |
834 | 5 | Not Graduate | Yes | 3,500,000 | 9,500,000 | 4 | 664 | 9,500,000 | 500,000 | 7,800,000 | 5,200,000 | Approved |
835 | 5 | Graduate | Yes | 1,400,000 | 5,000,000 | 2 | 465 | 0 | 2,600,000 | 5,300,000 | 1,500,000 | Approved |
836 | 3 | Not Graduate | Yes | 3,500,000 | 12,000,000 | 2 | 786 | 600,000 | 6,400,000 | 10,700,000 | 1,700,000 | Approved |
837 | 1 | Graduate | Yes | 600,000 | 2,000,000 | 10 | 326 | 400,000 | 1,000,000 | 2,400,000 | 700,000 | Rejected |
838 | 0 | Not Graduate | No | 4,100,000 | 10,800,000 | 16 | 399 | 5,900,000 | 7,600,000 | 12,700,000 | 5,300,000 | Rejected |
839 | 2 | Not Graduate | Yes | 5,400,000 | 11,500,000 | 6 | 841 | 6,800,000 | 100,000 | 11,100,000 | 6,600,000 | Approved |
840 | 2 | Not Graduate | Yes | 2,000,000 | 6,700,000 | 14 | 638 | 4,900,000 | 200,000 | 4,900,000 | 2,300,000 | Approved |
841 | 4 | Graduate | Yes | 3,500,000 | 8,900,000 | 4 | 478 | 4,000,000 | 3,900,000 | 11,300,000 | 3,800,000 | Rejected |
842 | 0 | Graduate | Yes | 8,300,000 | 30,000,000 | 4 | 600 | 14,600,000 | 12,500,000 | 24,800,000 | 12,000,000 | Approved |
843 | 0 | Graduate | Yes | 6,700,000 | 15,600,000 | 16 | 768 | 300,000 | 1,800,000 | 26,000,000 | 3,800,000 | Approved |
844 | 0 | Not Graduate | No | 1,900,000 | 6,500,000 | 10 | 523 | 2,400,000 | 1,100,000 | 6,200,000 | 1,100,000 | Rejected |
845 | 2 | Graduate | Yes | 6,500,000 | 20,900,000 | 14 | 327 | 8,200,000 | 100,000 | 22,800,000 | 4,700,000 | Rejected |
846 | 1 | Graduate | Yes | 600,000 | 1,800,000 | 8 | 799 | 1,000,000 | 700,000 | 2,200,000 | 800,000 | Approved |
847 | 5 | Graduate | No | 7,000,000 | 23,000,000 | 18 | 803 | 18,700,000 | 6,300,000 | 27,800,000 | 4,100,000 | Approved |
848 | 2 | Graduate | No | 7,700,000 | 15,400,000 | 18 | 524 | 12,900,000 | 5,100,000 | 21,000,000 | 6,600,000 | Rejected |
849 | 1 | Graduate | No | 2,600,000 | 6,600,000 | 6 | 506 | 2,300,000 | 1,900,000 | 9,600,000 | 2,100,000 | Rejected |
850 | 1 | Graduate | No | 9,200,000 | 18,800,000 | 2 | 351 | 22,400,000 | 2,200,000 | 31,500,000 | 13,000,000 | Rejected |
851 | 2 | Graduate | Yes | 1,800,000 | 4,200,000 | 8 | 648 | 1,200,000 | 3,100,000 | 6,200,000 | 1,600,000 | Approved |
852 | 1 | Not Graduate | No | 4,900,000 | 18,500,000 | 4 | 612 | 6,100,000 | 5,900,000 | 16,400,000 | 2,900,000 | Approved |
853 | 1 | Graduate | No | 5,700,000 | 12,400,000 | 14 | 396 | 5,400,000 | 7,500,000 | 17,600,000 | 5,600,000 | Rejected |
854 | 3 | Not Graduate | No | 300,000 | 800,000 | 2 | 458 | 500,000 | 0 | 1,100,000 | 200,000 | Rejected |
855 | 3 | Graduate | Yes | 1,700,000 | 3,400,000 | 6 | 488 | 100,000 | 500,000 | 4,500,000 | 1,600,000 | Rejected |
856 | 4 | Graduate | No | 7,000,000 | 18,900,000 | 6 | 475 | 1,300,000 | 6,100,000 | 14,700,000 | 5,200,000 | Rejected |
857 | 1 | Not Graduate | No | 2,200,000 | 7,000,000 | 18 | 417 | 2,000,000 | 3,900,000 | 6,500,000 | 1,900,000 | Rejected |
858 | 2 | Not Graduate | No | 6,800,000 | 18,700,000 | 8 | 781 | 17,600,000 | 900,000 | 23,700,000 | 5,400,000 | Approved |
859 | 1 | Not Graduate | Yes | 2,400,000 | 6,200,000 | 12 | 337 | 3,400,000 | 2,100,000 | 9,400,000 | 2,300,000 | Rejected |
860 | 0 | Not Graduate | Yes | 600,000 | 1,800,000 | 12 | 511 | 300,000 | 200,000 | 2,200,000 | 400,000 | Rejected |
861 | 4 | Graduate | No | 6,200,000 | 17,300,000 | 6 | 837 | 12,600,000 | 3,700,000 | 24,700,000 | 4,600,000 | Approved |
862 | 1 | Not Graduate | No | 7,600,000 | 24,600,000 | 12 | 810 | 1,300,000 | 10,500,000 | 30,300,000 | 5,200,000 | Approved |
863 | 2 | Not Graduate | No | 4,800,000 | 10,600,000 | 8 | 588 | 3,700,000 | 5,200,000 | 15,000,000 | 4,500,000 | Approved |
864 | 5 | Graduate | No | 4,200,000 | 9,200,000 | 12 | 870 | 3,200,000 | 2,400,000 | 12,300,000 | 5,700,000 | Approved |
865 | 0 | Not Graduate | Yes | 7,200,000 | 20,700,000 | 10 | 733 | 15,600,000 | 12,000,000 | 19,200,000 | 9,900,000 | Approved |
866 | 5 | Not Graduate | Yes | 6,400,000 | 20,300,000 | 16 | 348 | 10,000,000 | 10,900,000 | 20,400,000 | 6,900,000 | Rejected |
867 | 0 | Not Graduate | Yes | 8,900,000 | 23,000,000 | 12 | 741 | 5,600,000 | 11,200,000 | 27,100,000 | 7,100,000 | Approved |
868 | 3 | Not Graduate | No | 5,100,000 | 14,500,000 | 12 | 306 | 700,000 | 8,800,000 | 11,600,000 | 2,900,000 | Rejected |
869 | 2 | Graduate | Yes | 6,300,000 | 19,500,000 | 18 | 428 | 15,900,000 | 7,200,000 | 19,900,000 | 6,500,000 | Rejected |
870 | 3 | Graduate | No | 6,600,000 | 22,100,000 | 4 | 455 | 3,800,000 | 3,000,000 | 25,100,000 | 7,400,000 | Approved |
871 | 1 | Not Graduate | Yes | 4,800,000 | 14,700,000 | 2 | 356 | 7,100,000 | 8,800,000 | 13,400,000 | 5,500,000 | Approved |
872 | 0 | Graduate | No | 200,000 | 400,000 | 4 | 594 | 500,000 | 0 | 400,000 | 100,000 | Approved |
873 | 0 | Not Graduate | Yes | 7,500,000 | 25,800,000 | 18 | 844 | 9,100,000 | 600,000 | 18,600,000 | 6,500,000 | Approved |
874 | 4 | Graduate | No | 9,000,000 | 34,700,000 | 4 | 771 | 4,800,000 | 9,500,000 | 34,100,000 | 7,700,000 | Approved |
875 | 2 | Graduate | No | 5,400,000 | 12,500,000 | 4 | 622 | 14,400,000 | 2,900,000 | 11,800,000 | 5,400,000 | Approved |
876 | 1 | Not Graduate | Yes | 1,700,000 | 4,500,000 | 20 | 480 | 200,000 | 600,000 | 5,400,000 | 1,900,000 | Rejected |
877 | 4 | Graduate | No | 4,300,000 | 11,500,000 | 20 | 337 | 11,100,000 | 6,000,000 | 17,000,000 | 5,200,000 | Rejected |
878 | 1 | Graduate | No | 5,200,000 | 11,200,000 | 6 | 698 | 14,100,000 | 7,600,000 | 18,800,000 | 2,700,000 | Approved |
879 | 4 | Not Graduate | No | 4,400,000 | 17,000,000 | 18 | 302 | 1,000,000 | 2,100,000 | 14,000,000 | 5,700,000 | Rejected |
880 | 1 | Not Graduate | Yes | 3,900,000 | 7,800,000 | 14 | 349 | 11,200,000 | 500,000 | 11,800,000 | 3,600,000 | Rejected |
881 | 0 | Graduate | No | 1,100,000 | 3,300,000 | 10 | 482 | 2,800,000 | 300,000 | 2,900,000 | 1,600,000 | Rejected |
882 | 2 | Graduate | No | 2,500,000 | 8,200,000 | 10 | 429 | 1,500,000 | 4,100,000 | 5,900,000 | 2,200,000 | Rejected |
883 | 4 | Graduate | No | 500,000 | 1,300,000 | 8 | 471 | 500,000 | 300,000 | 1,500,000 | 700,000 | Rejected |
884 | 0 | Graduate | Yes | 9,000,000 | 32,400,000 | 10 | 895 | 16,800,000 | 5,800,000 | 20,700,000 | 9,500,000 | Approved |
885 | 1 | Not Graduate | Yes | 5,100,000 | 20,300,000 | 18 | 757 | 11,800,000 | 3,400,000 | 13,400,000 | 3,200,000 | Approved |
886 | 2 | Graduate | No | 5,200,000 | 13,500,000 | 2 | 777 | 7,000,000 | 5,200,000 | 15,500,000 | 6,100,000 | Approved |
887 | 5 | Not Graduate | Yes | 4,400,000 | 8,900,000 | 4 | 761 | 8,100,000 | 1,000,000 | 14,200,000 | 3,000,000 | Approved |
888 | 1 | Graduate | No | 1,900,000 | 4,200,000 | 12 | 821 | 5,200,000 | 1,500,000 | 5,000,000 | 2,700,000 | Approved |
889 | 4 | Not Graduate | Yes | 9,200,000 | 26,500,000 | 6 | 662 | 1,000,000 | 400,000 | 26,900,000 | 5,300,000 | Approved |
890 | 2 | Not Graduate | Yes | 4,800,000 | 16,500,000 | 10 | 350 | 2,000,000 | 6,500,000 | 11,400,000 | 2,900,000 | Rejected |
891 | 4 | Not Graduate | No | 4,900,000 | 10,700,000 | 20 | 321 | 1,200,000 | 400,000 | 11,100,000 | 6,500,000 | Rejected |
892 | 3 | Graduate | Yes | 4,800,000 | 10,100,000 | 4 | 368 | 9,100,000 | 5,100,000 | 16,500,000 | 3,500,000 | Rejected |
893 | 4 | Graduate | No | 9,300,000 | 24,900,000 | 14 | 455 | 27,600,000 | 4,700,000 | 35,100,000 | 13,900,000 | Rejected |
894 | 5 | Not Graduate | Yes | 7,500,000 | 24,600,000 | 8 | 744 | 1,600,000 | 3,600,000 | 16,700,000 | 9,300,000 | Approved |
895 | 1 | Graduate | No | 5,900,000 | 16,800,000 | 4 | 806 | 11,200,000 | 9,700,000 | 22,800,000 | 7,100,000 | Approved |
896 | 0 | Graduate | No | 9,400,000 | 27,900,000 | 6 | 456 | 21,400,000 | 18,500,000 | 35,600,000 | 7,800,000 | Rejected |
897 | 5 | Graduate | No | 5,300,000 | 13,400,000 | 8 | 719 | 1,600,000 | 200,000 | 11,400,000 | 5,300,000 | Approved |
898 | 4 | Graduate | No | 3,700,000 | 9,000,000 | 18 | 668 | 7,800,000 | 1,600,000 | 13,400,000 | 3,100,000 | Approved |
899 | 0 | Graduate | Yes | 2,500,000 | 5,800,000 | 18 | 494 | 5,100,000 | 4,400,000 | 8,500,000 | 2,300,000 | Rejected |
900 | 4 | Not Graduate | No | 2,800,000 | 10,800,000 | 2 | 841 | 700,000 | 2,600,000 | 7,100,000 | 4,100,000 | Approved |