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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,901 | 0 | Graduate | Yes | 8,200,000 | 29,700,000 | 6 | 405 | 3,900,000 | 800,000 | 23,900,000 | 5,700,000 | Rejected |
3,902 | 5 | Graduate | No | 2,300,000 | 4,900,000 | 4 | 529 | 6,200,000 | 3,900,000 | 9,200,000 | 2,000,000 | Rejected |
3,903 | 5 | Graduate | Yes | 6,900,000 | 19,400,000 | 6 | 801 | 10,100,000 | 9,400,000 | 17,000,000 | 5,500,000 | Approved |
3,904 | 3 | Not Graduate | No | 8,800,000 | 30,700,000 | 12 | 707 | 15,000,000 | 100,000 | 32,800,000 | 8,000,000 | Approved |
3,905 | 1 | Graduate | No | 2,600,000 | 7,200,000 | 8 | 349 | 5,900,000 | 1,400,000 | 9,400,000 | 3,000,000 | Rejected |
3,906 | 1 | Graduate | No | 3,700,000 | 8,700,000 | 20 | 885 | 6,200,000 | 3,500,000 | 10,900,000 | 2,600,000 | Approved |
3,907 | 2 | Graduate | Yes | 6,200,000 | 23,800,000 | 4 | 489 | 2,900,000 | 7,500,000 | 21,300,000 | 3,300,000 | Approved |
3,908 | 3 | Graduate | Yes | 1,000,000 | 2,600,000 | 6 | 341 | 2,900,000 | 1,700,000 | 3,600,000 | 1,100,000 | Rejected |
3,909 | 1 | Not Graduate | No | 6,000,000 | 20,000,000 | 12 | 637 | 10,800,000 | 4,300,000 | 20,000,000 | 8,600,000 | Approved |
3,910 | 1 | Not Graduate | Yes | 9,100,000 | 31,400,000 | 4 | 304 | 14,100,000 | 16,700,000 | 30,200,000 | 9,600,000 | Approved |
3,911 | 1 | Graduate | No | 1,700,000 | 6,700,000 | 16 | 537 | 4,300,000 | 2,900,000 | 3,500,000 | 1,100,000 | Rejected |
3,912 | 5 | Not Graduate | Yes | 1,700,000 | 4,600,000 | 12 | 503 | 900,000 | 2,200,000 | 4,800,000 | 1,200,000 | Rejected |
3,913 | 1 | Graduate | No | 7,100,000 | 14,300,000 | 12 | 720 | 4,600,000 | 500,000 | 27,300,000 | 8,400,000 | Approved |
3,914 | 5 | Graduate | No | 9,400,000 | 36,800,000 | 10 | 509 | 20,700,000 | 7,400,000 | 22,400,000 | 6,300,000 | Rejected |
3,915 | 5 | Not Graduate | No | 6,200,000 | 16,400,000 | 6 | 360 | 900,000 | 7,200,000 | 22,400,000 | 6,300,000 | Rejected |
3,916 | 1 | Graduate | No | 8,300,000 | 31,800,000 | 16 | 818 | 23,400,000 | 7,400,000 | 32,200,000 | 8,500,000 | Approved |
3,917 | 1 | Graduate | Yes | 8,900,000 | 21,200,000 | 8 | 716 | 5,400,000 | 9,200,000 | 23,800,000 | 7,900,000 | Approved |
3,918 | 1 | Graduate | Yes | 6,500,000 | 14,800,000 | 12 | 360 | 3,500,000 | 2,100,000 | 15,000,000 | 7,300,000 | Rejected |
3,919 | 3 | Graduate | Yes | 8,100,000 | 26,700,000 | 10 | 895 | 5,100,000 | 9,800,000 | 17,100,000 | 9,900,000 | Approved |
3,920 | 2 | Not Graduate | No | 4,900,000 | 13,500,000 | 8 | 328 | 10,500,000 | 8,100,000 | 18,300,000 | 3,400,000 | Rejected |
3,921 | 4 | Graduate | No | 9,100,000 | 26,600,000 | 2 | 812 | 23,300,000 | 11,900,000 | 33,100,000 | 10,400,000 | Approved |
3,922 | 3 | Graduate | Yes | 9,000,000 | 33,100,000 | 16 | 456 | 23,800,000 | 7,000,000 | 26,000,000 | 7,100,000 | Rejected |
3,923 | 4 | Graduate | Yes | 1,300,000 | 3,900,000 | 16 | 566 | 700,000 | 200,000 | 3,400,000 | 1,600,000 | Approved |
3,924 | 1 | Not Graduate | No | 6,700,000 | 25,000,000 | 20 | 598 | 5,300,000 | 12,900,000 | 13,600,000 | 7,000,000 | Approved |
3,925 | 5 | Not Graduate | No | 3,200,000 | 9,300,000 | 6 | 656 | 7,000,000 | 3,200,000 | 12,700,000 | 4,200,000 | Approved |
3,926 | 0 | Not Graduate | No | 7,500,000 | 28,700,000 | 2 | 895 | 2,000,000 | 4,100,000 | 21,500,000 | 7,200,000 | Approved |
3,927 | 3 | Graduate | No | 4,900,000 | 12,800,000 | 14 | 653 | 7,300,000 | 1,000,000 | 13,000,000 | 7,200,000 | Approved |
3,928 | 1 | Not Graduate | Yes | 700,000 | 1,800,000 | 16 | 641 | 2,100,000 | 400,000 | 1,600,000 | 900,000 | Approved |
3,929 | 2 | Graduate | No | 6,400,000 | 16,500,000 | 8 | 544 | 12,100,000 | 6,300,000 | 15,200,000 | 5,400,000 | Rejected |
3,930 | 0 | Not Graduate | Yes | 3,900,000 | 14,100,000 | 20 | 811 | 5,700,000 | 3,600,000 | 10,500,000 | 5,300,000 | Approved |
3,931 | 4 | Graduate | No | 9,700,000 | 26,900,000 | 10 | 460 | 11,400,000 | 3,900,000 | 31,400,000 | 9,300,000 | Rejected |
3,932 | 5 | Graduate | Yes | 3,600,000 | 12,500,000 | 12 | 795 | 10,600,000 | 2,700,000 | 11,100,000 | 4,800,000 | Approved |
3,933 | 2 | Graduate | Yes | 3,400,000 | 10,300,000 | 4 | 745 | 4,900,000 | 4,000,000 | 10,000,000 | 3,900,000 | Approved |
3,934 | 0 | Not Graduate | No | 9,800,000 | 20,100,000 | 16 | 606 | 6,200,000 | 800,000 | 37,300,000 | 8,700,000 | Approved |
3,935 | 1 | Not Graduate | No | 5,100,000 | 14,200,000 | 6 | 451 | 6,100,000 | 7,600,000 | 11,400,000 | 5,600,000 | Rejected |
3,936 | 4 | Graduate | Yes | 5,900,000 | 11,800,000 | 8 | 479 | 11,000,000 | 1,200,000 | 15,700,000 | 3,900,000 | Rejected |
3,937 | 5 | Graduate | No | 1,200,000 | 2,400,000 | 14 | 495 | 1,800,000 | 1,800,000 | 4,100,000 | 1,300,000 | Rejected |
3,938 | 2 | Not Graduate | No | 9,700,000 | 30,200,000 | 14 | 769 | 23,700,000 | 13,600,000 | 26,400,000 | 7,500,000 | Approved |
3,939 | 5 | Not Graduate | Yes | 4,700,000 | 11,800,000 | 4 | 639 | 3,600,000 | 700,000 | 9,400,000 | 5,500,000 | Approved |
3,940 | 5 | Graduate | No | 4,200,000 | 12,500,000 | 18 | 723 | 1,200,000 | 300,000 | 12,900,000 | 6,100,000 | Approved |
3,941 | 4 | Graduate | No | 9,300,000 | 26,100,000 | 16 | 623 | 11,700,000 | 10,500,000 | 21,100,000 | 10,700,000 | Approved |
3,942 | 3 | Not Graduate | Yes | 5,300,000 | 20,800,000 | 6 | 487 | 9,700,000 | 3,400,000 | 18,500,000 | 4,200,000 | Rejected |
3,943 | 0 | Graduate | No | 7,600,000 | 30,100,000 | 2 | 743 | 20,700,000 | 8,700,000 | 27,600,000 | 9,600,000 | Approved |
3,944 | 2 | Graduate | No | 6,200,000 | 16,900,000 | 12 | 754 | 2,300,000 | 4,200,000 | 15,300,000 | 7,900,000 | Approved |
3,945 | 0 | Graduate | No | 8,900,000 | 21,600,000 | 10 | 552 | 2,300,000 | 9,900,000 | 20,700,000 | 11,900,000 | Approved |
3,946 | 4 | Not Graduate | Yes | 7,900,000 | 27,300,000 | 10 | 560 | 23,100,000 | 14,400,000 | 28,500,000 | 10,900,000 | Approved |
3,947 | 1 | Graduate | Yes | 3,500,000 | 10,800,000 | 14 | 632 | 6,900,000 | 1,500,000 | 10,900,000 | 4,200,000 | Approved |
3,948 | 2 | Graduate | No | 5,300,000 | 16,700,000 | 18 | 339 | 4,600,000 | 3,300,000 | 12,000,000 | 4,100,000 | Rejected |
3,949 | 2 | Not Graduate | No | 1,400,000 | 3,100,000 | 4 | 881 | 3,700,000 | 400,000 | 5,000,000 | 1,100,000 | Approved |
3,950 | 1 | Not Graduate | Yes | 9,100,000 | 23,600,000 | 20 | 535 | 2,800,000 | 17,600,000 | 26,400,000 | 4,500,000 | Rejected |
3,951 | 4 | Not Graduate | No | 4,400,000 | 17,200,000 | 4 | 563 | 4,100,000 | 3,700,000 | 12,700,000 | 2,900,000 | Approved |
3,952 | 5 | Not Graduate | No | 2,800,000 | 8,200,000 | 14 | 615 | 7,400,000 | 3,300,000 | 6,700,000 | 2,700,000 | Approved |
3,953 | 3 | Not Graduate | No | 1,300,000 | 3,300,000 | 8 | 795 | 1,400,000 | 800,000 | 4,600,000 | 1,600,000 | Approved |
3,954 | 4 | Graduate | No | 8,400,000 | 28,700,000 | 14 | 878 | 23,400,000 | 8,300,000 | 23,900,000 | 8,600,000 | Approved |
3,955 | 5 | Graduate | Yes | 5,300,000 | 14,000,000 | 6 | 633 | 11,800,000 | 4,500,000 | 12,800,000 | 6,100,000 | Approved |
3,956 | 2 | Graduate | No | 6,000,000 | 13,900,000 | 4 | 533 | 3,000,000 | 9,600,000 | 14,600,000 | 4,100,000 | Rejected |
3,957 | 2 | Not Graduate | Yes | 2,100,000 | 6,800,000 | 12 | 795 | 6,100,000 | 1,900,000 | 7,200,000 | 2,400,000 | Approved |
3,958 | 0 | Not Graduate | No | 4,300,000 | 11,000,000 | 4 | 374 | 7,100,000 | 7,300,000 | 9,300,000 | 4,700,000 | Rejected |
3,959 | 4 | Not Graduate | Yes | 7,300,000 | 22,900,000 | 12 | 848 | 6,300,000 | 2,900,000 | 28,500,000 | 4,100,000 | Approved |
3,960 | 2 | Graduate | No | 5,200,000 | 16,200,000 | 12 | 890 | 10,500,000 | 9,600,000 | 15,800,000 | 3,900,000 | Approved |
3,961 | 3 | Graduate | No | 4,700,000 | 9,800,000 | 14 | 444 | 8,200,000 | 300,000 | 15,700,000 | 3,800,000 | Rejected |
3,962 | 4 | Graduate | No | 7,800,000 | 28,500,000 | 4 | 803 | 15,500,000 | 11,300,000 | 21,100,000 | 9,800,000 | Approved |
3,963 | 3 | Graduate | Yes | 500,000 | 1,900,000 | 18 | 618 | -100,000 | 600,000 | 1,000,000 | 400,000 | Approved |
3,964 | 1 | Not Graduate | Yes | 6,000,000 | 20,300,000 | 14 | 845 | 5,000,000 | 7,800,000 | 23,700,000 | 8,700,000 | Approved |
3,965 | 4 | Graduate | No | 4,800,000 | 10,800,000 | 12 | 833 | 3,000,000 | 4,000,000 | 16,400,000 | 7,100,000 | Approved |
3,966 | 3 | Graduate | Yes | 8,900,000 | 19,300,000 | 12 | 767 | 12,000,000 | 2,200,000 | 24,700,000 | 7,700,000 | Approved |
3,967 | 1 | Graduate | Yes | 1,800,000 | 4,000,000 | 16 | 747 | 700,000 | 200,000 | 4,600,000 | 900,000 | Approved |
3,968 | 2 | Graduate | No | 3,000,000 | 7,000,000 | 4 | 588 | 5,300,000 | 3,400,000 | 11,900,000 | 3,400,000 | Approved |
3,969 | 4 | Not Graduate | No | 7,700,000 | 24,500,000 | 20 | 582 | 9,800,000 | 6,600,000 | 29,100,000 | 6,500,000 | Approved |
3,970 | 1 | Not Graduate | No | 8,300,000 | 20,400,000 | 14 | 348 | 5,600,000 | 12,500,000 | 29,100,000 | 4,700,000 | Rejected |
3,971 | 4 | Not Graduate | No | 4,200,000 | 9,400,000 | 4 | 726 | 10,000,000 | 8,100,000 | 16,100,000 | 5,500,000 | Approved |
3,972 | 4 | Graduate | Yes | 8,000,000 | 31,200,000 | 6 | 482 | 19,800,000 | 11,500,000 | 22,200,000 | 5,700,000 | Rejected |
3,973 | 2 | Graduate | Yes | 9,400,000 | 30,000,000 | 16 | 565 | 1,200,000 | 3,900,000 | 28,200,000 | 9,000,000 | Approved |
3,974 | 1 | Graduate | No | 800,000 | 2,400,000 | 16 | 872 | 2,400,000 | 1,200,000 | 1,900,000 | 900,000 | Approved |
3,975 | 0 | Graduate | Yes | 500,000 | 1,300,000 | 4 | 825 | 600,000 | 0 | 1,800,000 | 200,000 | Approved |
3,976 | 2 | Graduate | Yes | 6,100,000 | 22,300,000 | 8 | 694 | 16,200,000 | 10,900,000 | 22,900,000 | 7,200,000 | Approved |
3,977 | 3 | Graduate | Yes | 8,500,000 | 30,800,000 | 20 | 448 | 23,000,000 | 1,400,000 | 22,900,000 | 7,900,000 | Rejected |
3,978 | 5 | Graduate | Yes | 7,600,000 | 18,000,000 | 12 | 452 | 7,900,000 | 4,300,000 | 23,800,000 | 4,700,000 | Rejected |
3,979 | 3 | Not Graduate | No | 8,700,000 | 17,900,000 | 12 | 897 | 16,400,000 | 3,500,000 | 31,600,000 | 12,500,000 | Approved |
3,980 | 4 | Not Graduate | No | 9,400,000 | 20,200,000 | 10 | 803 | 24,800,000 | 1,000,000 | 34,400,000 | 4,800,000 | Approved |
3,981 | 1 | Not Graduate | Yes | 400,000 | 900,000 | 8 | 828 | 600,000 | 500,000 | 1,500,000 | 300,000 | Approved |
3,982 | 0 | Graduate | No | 2,700,000 | 7,500,000 | 6 | 832 | 7,700,000 | 1,200,000 | 10,000,000 | 2,500,000 | Approved |
3,983 | 1 | Not Graduate | Yes | 2,300,000 | 5,500,000 | 6 | 861 | 1,600,000 | 1,200,000 | 4,700,000 | 1,700,000 | Approved |
3,984 | 0 | Graduate | No | 7,500,000 | 15,900,000 | 2 | 535 | 17,500,000 | 5,700,000 | 23,600,000 | 4,500,000 | Rejected |
3,985 | 4 | Not Graduate | Yes | 7,100,000 | 19,400,000 | 16 | 363 | 17,900,000 | 2,600,000 | 22,600,000 | 4,000,000 | Rejected |
3,986 | 1 | Not Graduate | Yes | 8,800,000 | 28,600,000 | 8 | 631 | 11,000,000 | 13,200,000 | 25,000,000 | 7,700,000 | Approved |
3,987 | 2 | Not Graduate | No | 8,400,000 | 20,700,000 | 6 | 513 | 500,000 | 16,400,000 | 18,800,000 | 7,900,000 | Rejected |
3,988 | 0 | Graduate | Yes | 4,700,000 | 16,200,000 | 16 | 317 | 12,700,000 | 400,000 | 9,400,000 | 2,500,000 | Rejected |
3,989 | 1 | Graduate | No | 6,900,000 | 19,500,000 | 2 | 809 | 6,100,000 | 10,600,000 | 22,900,000 | 9,300,000 | Approved |
3,990 | 3 | Not Graduate | No | 2,400,000 | 8,200,000 | 10 | 531 | 6,800,000 | 1,900,000 | 5,700,000 | 2,000,000 | Rejected |
3,991 | 1 | Not Graduate | Yes | 1,600,000 | 4,800,000 | 14 | 544 | 2,200,000 | 200,000 | 6,200,000 | 1,200,000 | Rejected |
3,992 | 0 | Graduate | No | 3,500,000 | 7,800,000 | 14 | 366 | 6,400,000 | 3,000,000 | 13,700,000 | 4,900,000 | Rejected |
3,993 | 0 | Not Graduate | No | 3,700,000 | 12,700,000 | 14 | 797 | 1,300,000 | 1,100,000 | 12,300,000 | 3,700,000 | Approved |
3,994 | 1 | Not Graduate | No | 3,200,000 | 12,000,000 | 16 | 597 | 6,800,000 | 1,900,000 | 7,700,000 | 2,200,000 | Approved |
3,995 | 2 | Not Graduate | Yes | 7,000,000 | 22,500,000 | 12 | 632 | 12,500,000 | 4,600,000 | 20,400,000 | 4,900,000 | Approved |
3,996 | 5 | Not Graduate | No | 9,300,000 | 28,300,000 | 12 | 741 | 7,600,000 | 12,900,000 | 32,400,000 | 5,200,000 | Approved |
3,997 | 0 | Not Graduate | No | 200,000 | 800,000 | 20 | 331 | 300,000 | 0 | 500,000 | 100,000 | Rejected |
3,998 | 4 | Graduate | No | 6,900,000 | 16,500,000 | 8 | 426 | 3,900,000 | 5,200,000 | 18,300,000 | 9,000,000 | Rejected |
3,999 | 3 | Not Graduate | No | 9,000,000 | 26,500,000 | 8 | 533 | 17,100,000 | 12,400,000 | 27,800,000 | 6,000,000 | Rejected |
4,000 | 1 | Not Graduate | No | 6,900,000 | 22,700,000 | 16 | 394 | 3,800,000 | 4,300,000 | 27,400,000 | 8,700,000 | Rejected |