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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,001 | 0 | Graduate | No | 7,500,000 | 25,100,000 | 14 | 877 | 21,000,000 | 11,400,000 | 16,900,000 | 10,700,000 | Approved |
4,002 | 5 | Not Graduate | No | 9,200,000 | 28,000,000 | 8 | 527 | 18,700,000 | 7,700,000 | 24,400,000 | 6,400,000 | Rejected |
4,003 | 1 | Graduate | No | 4,600,000 | 12,700,000 | 8 | 468 | 10,400,000 | 0 | 14,500,000 | 3,900,000 | Rejected |
4,004 | 4 | Graduate | Yes | 5,000,000 | 19,600,000 | 18 | 611 | 13,400,000 | 4,400,000 | 14,400,000 | 4,600,000 | Approved |
4,005 | 2 | Graduate | No | 4,500,000 | 17,200,000 | 6 | 832 | 2,700,000 | 8,500,000 | 10,900,000 | 6,700,000 | Approved |
4,006 | 0 | Graduate | No | 7,900,000 | 22,700,000 | 18 | 508 | 6,600,000 | 7,000,000 | 31,600,000 | 8,900,000 | Rejected |
4,007 | 5 | Not Graduate | No | 5,100,000 | 13,500,000 | 20 | 840 | 1,400,000 | 5,300,000 | 14,700,000 | 4,500,000 | Approved |
4,008 | 4 | Graduate | No | 3,700,000 | 7,600,000 | 14 | 794 | 9,500,000 | 7,300,000 | 12,100,000 | 4,500,000 | Approved |
4,009 | 1 | Not Graduate | No | 5,300,000 | 17,800,000 | 12 | 889 | 15,300,000 | 500,000 | 14,900,000 | 6,800,000 | Approved |
4,010 | 4 | Not Graduate | No | 200,000 | 500,000 | 16 | 765 | 600,000 | 100,000 | 600,000 | 100,000 | Approved |
4,011 | 3 | Graduate | Yes | 9,000,000 | 18,600,000 | 16 | 518 | 18,400,000 | 17,600,000 | 28,900,000 | 10,300,000 | Rejected |
4,012 | 3 | Not Graduate | No | 6,900,000 | 17,100,000 | 4 | 694 | 4,200,000 | 6,100,000 | 27,000,000 | 6,000,000 | Approved |
4,013 | 2 | Not Graduate | No | 700,000 | 2,300,000 | 8 | 663 | 700,000 | 500,000 | 2,800,000 | 1,000,000 | Approved |
4,014 | 0 | Graduate | No | 2,500,000 | 8,900,000 | 2 | 662 | 4,000,000 | 2,100,000 | 9,700,000 | 3,000,000 | Approved |
4,015 | 0 | Not Graduate | No | 4,600,000 | 14,400,000 | 14 | 642 | 10,100,000 | 8,700,000 | 11,100,000 | 4,800,000 | Approved |
4,016 | 4 | Graduate | No | 1,000,000 | 3,900,000 | 10 | 701 | 2,200,000 | 1,000,000 | 4,000,000 | 900,000 | Approved |
4,017 | 4 | Not Graduate | Yes | 9,200,000 | 30,100,000 | 6 | 632 | 23,700,000 | 6,600,000 | 34,200,000 | 6,200,000 | Approved |
4,018 | 3 | Graduate | Yes | 2,200,000 | 4,400,000 | 2 | 861 | 1,300,000 | 2,600,000 | 4,500,000 | 2,300,000 | Approved |
4,019 | 4 | Graduate | Yes | 9,700,000 | 33,300,000 | 12 | 784 | 14,600,000 | 15,800,000 | 37,900,000 | 6,500,000 | Approved |
4,020 | 0 | Graduate | Yes | 5,500,000 | 18,200,000 | 4 | 332 | 8,100,000 | 4,000,000 | 16,400,000 | 5,600,000 | Approved |
4,021 | 4 | Not Graduate | Yes | 1,300,000 | 3,400,000 | 2 | 763 | 3,800,000 | 200,000 | 5,100,000 | 1,400,000 | Approved |
4,022 | 1 | Not Graduate | Yes | 7,900,000 | 19,100,000 | 2 | 593 | 20,800,000 | 12,200,000 | 26,100,000 | 7,800,000 | Approved |
4,023 | 2 | Not Graduate | No | 4,300,000 | 8,800,000 | 6 | 512 | 7,200,000 | 6,500,000 | 16,900,000 | 2,700,000 | Rejected |
4,024 | 0 | Not Graduate | No | 3,800,000 | 13,300,000 | 6 | 655 | 9,600,000 | 0 | 8,600,000 | 2,600,000 | Approved |
4,025 | 3 | Not Graduate | No | 8,700,000 | 24,700,000 | 8 | 369 | 4,000,000 | 800,000 | 31,100,000 | 4,800,000 | Rejected |
4,026 | 3 | Graduate | No | 1,300,000 | 3,100,000 | 14 | 348 | 1,500,000 | 600,000 | 3,900,000 | 600,000 | Rejected |
4,027 | 1 | Not Graduate | Yes | 6,800,000 | 16,800,000 | 10 | 736 | 2,000,000 | 2,600,000 | 23,800,000 | 5,600,000 | Approved |
4,028 | 1 | Not Graduate | No | 9,100,000 | 24,000,000 | 20 | 353 | 25,100,000 | 9,200,000 | 26,100,000 | 10,900,000 | Rejected |
4,029 | 0 | Graduate | No | 3,000,000 | 11,300,000 | 16 | 478 | 5,600,000 | 2,000,000 | 9,800,000 | 2,000,000 | Rejected |
4,030 | 0 | Not Graduate | Yes | 1,200,000 | 3,000,000 | 4 | 827 | 3,200,000 | 600,000 | 2,300,000 | 1,500,000 | Approved |
4,031 | 1 | Not Graduate | Yes | 5,000,000 | 16,900,000 | 12 | 517 | 2,200,000 | 1,500,000 | 15,500,000 | 5,400,000 | Rejected |
4,032 | 5 | Graduate | Yes | 9,700,000 | 24,700,000 | 18 | 648 | 15,100,000 | 600,000 | 25,200,000 | 6,800,000 | Approved |
4,033 | 2 | Not Graduate | Yes | 7,000,000 | 23,800,000 | 10 | 689 | 8,400,000 | 5,400,000 | 15,700,000 | 7,800,000 | Approved |
4,034 | 1 | Graduate | No | 4,100,000 | 9,100,000 | 20 | 550 | 9,900,000 | 5,200,000 | 10,800,000 | 4,800,000 | Approved |
4,035 | 0 | Graduate | Yes | 5,300,000 | 12,900,000 | 20 | 826 | 15,500,000 | 6,800,000 | 12,000,000 | 5,200,000 | Approved |
4,036 | 1 | Not Graduate | No | 7,300,000 | 19,200,000 | 14 | 599 | 18,400,000 | 5,400,000 | 15,900,000 | 3,700,000 | Approved |
4,037 | 1 | Graduate | No | 6,500,000 | 18,500,000 | 16 | 815 | 6,300,000 | 10,000,000 | 13,400,000 | 4,000,000 | Approved |
4,038 | 4 | Graduate | Yes | 600,000 | 1,400,000 | 4 | 761 | 800,000 | 500,000 | 2,100,000 | 300,000 | Approved |
4,039 | 3 | Not Graduate | Yes | 5,200,000 | 15,000,000 | 20 | 432 | 6,900,000 | 5,000,000 | 15,600,000 | 5,100,000 | Rejected |
4,040 | 4 | Not Graduate | Yes | 2,800,000 | 9,200,000 | 18 | 442 | 5,800,000 | 4,800,000 | 8,400,000 | 1,300,000 | Rejected |
4,041 | 1 | Graduate | Yes | 7,800,000 | 23,300,000 | 6 | 620 | 3,500,000 | 2,100,000 | 22,200,000 | 7,600,000 | Approved |
4,042 | 2 | Graduate | No | 3,000,000 | 6,500,000 | 4 | 476 | 7,900,000 | 300,000 | 9,400,000 | 1,500,000 | Rejected |
4,043 | 4 | Graduate | No | 9,300,000 | 34,900,000 | 6 | 837 | 27,400,000 | 800,000 | 21,400,000 | 8,500,000 | Approved |
4,044 | 3 | Not Graduate | Yes | 5,100,000 | 18,000,000 | 6 | 510 | 13,400,000 | 6,600,000 | 17,200,000 | 7,600,000 | Rejected |
4,045 | 4 | Not Graduate | Yes | 4,300,000 | 16,100,000 | 18 | 849 | 3,800,000 | 6,600,000 | 17,100,000 | 6,400,000 | Approved |
4,046 | 3 | Graduate | No | 1,100,000 | 2,100,000 | 8 | 737 | 2,900,000 | 2,000,000 | 2,500,000 | 900,000 | Approved |
4,047 | 2 | Graduate | No | 6,500,000 | 16,200,000 | 10 | 809 | 14,000,000 | 4,700,000 | 13,200,000 | 8,600,000 | Approved |
4,048 | 3 | Not Graduate | No | 6,400,000 | 23,000,000 | 8 | 520 | 12,100,000 | 11,400,000 | 16,000,000 | 3,800,000 | Rejected |
4,049 | 2 | Not Graduate | No | 7,400,000 | 22,500,000 | 16 | 834 | 6,400,000 | 12,600,000 | 15,700,000 | 6,000,000 | Approved |
4,050 | 4 | Graduate | No | 8,700,000 | 32,100,000 | 8 | 397 | 8,900,000 | 17,000,000 | 34,700,000 | 4,800,000 | Rejected |
4,051 | 0 | Not Graduate | No | 9,200,000 | 24,700,000 | 14 | 438 | 4,800,000 | 16,000,000 | 20,600,000 | 10,700,000 | Rejected |
4,052 | 1 | Graduate | Yes | 6,200,000 | 19,700,000 | 18 | 820 | 11,200,000 | 3,400,000 | 15,600,000 | 4,700,000 | Approved |
4,053 | 1 | Not Graduate | No | 1,200,000 | 4,600,000 | 20 | 323 | 2,000,000 | 1,700,000 | 2,600,000 | 1,400,000 | Rejected |
4,054 | 1 | Not Graduate | Yes | 7,000,000 | 20,300,000 | 14 | 837 | 7,700,000 | 2,200,000 | 19,700,000 | 5,500,000 | Approved |
4,055 | 5 | Graduate | Yes | 3,800,000 | 10,100,000 | 2 | 571 | 7,400,000 | 6,600,000 | 12,600,000 | 3,300,000 | Approved |
4,056 | 0 | Graduate | No | 4,900,000 | 16,300,000 | 14 | 479 | 1,600,000 | 6,400,000 | 18,600,000 | 2,700,000 | Rejected |
4,057 | 2 | Graduate | Yes | 7,800,000 | 22,100,000 | 6 | 533 | 11,900,000 | 2,500,000 | 19,300,000 | 10,800,000 | Rejected |
4,058 | 1 | Not Graduate | Yes | 7,400,000 | 17,200,000 | 8 | 899 | 16,500,000 | 8,700,000 | 16,700,000 | 4,900,000 | Approved |
4,059 | 1 | Not Graduate | No | 7,000,000 | 26,600,000 | 16 | 460 | 20,500,000 | 3,300,000 | 27,700,000 | 4,600,000 | Rejected |
4,060 | 1 | Not Graduate | No | 4,900,000 | 12,500,000 | 2 | 636 | 14,200,000 | 6,400,000 | 13,900,000 | 5,000,000 | Approved |
4,061 | 3 | Not Graduate | No | 5,800,000 | 20,600,000 | 20 | 434 | 8,400,000 | 2,700,000 | 22,600,000 | 7,000,000 | Rejected |
4,062 | 5 | Not Graduate | No | 2,000,000 | 6,900,000 | 18 | 516 | 4,600,000 | 3,400,000 | 6,500,000 | 1,600,000 | Rejected |
4,063 | 4 | Graduate | No | 8,300,000 | 24,600,000 | 2 | 382 | 1,400,000 | 1,200,000 | 16,700,000 | 6,600,000 | Rejected |
4,064 | 0 | Graduate | Yes | 1,000,000 | 2,800,000 | 12 | 616 | 700,000 | 700,000 | 3,900,000 | 700,000 | Approved |
4,065 | 3 | Graduate | No | 5,500,000 | 11,600,000 | 6 | 745 | 9,400,000 | 8,000,000 | 12,800,000 | 5,400,000 | Approved |
4,066 | 5 | Graduate | No | 1,400,000 | 3,400,000 | 6 | 697 | 2,000,000 | 500,000 | 4,600,000 | 1,600,000 | Approved |
4,067 | 4 | Graduate | No | 3,700,000 | 12,300,000 | 6 | 364 | 5,900,000 | 4,200,000 | 13,700,000 | 4,400,000 | Rejected |
4,068 | 2 | Not Graduate | Yes | 2,100,000 | 6,900,000 | 2 | 566 | 700,000 | 1,500,000 | 8,100,000 | 1,000,000 | Approved |
4,069 | 4 | Not Graduate | No | 6,200,000 | 21,900,000 | 12 | 462 | 9,400,000 | 2,000,000 | 16,600,000 | 8,300,000 | Rejected |
4,070 | 0 | Not Graduate | No | 9,300,000 | 31,900,000 | 2 | 331 | 7,100,000 | 11,200,000 | 23,700,000 | 8,000,000 | Approved |
4,071 | 3 | Not Graduate | Yes | 5,100,000 | 10,300,000 | 12 | 839 | 13,400,000 | 5,400,000 | 10,700,000 | 7,500,000 | Approved |
4,072 | 0 | Graduate | Yes | 7,000,000 | 14,000,000 | 4 | 702 | 9,000,000 | 3,100,000 | 21,400,000 | 7,600,000 | Approved |
4,073 | 3 | Graduate | Yes | 5,300,000 | 17,900,000 | 2 | 580 | 10,200,000 | 6,400,000 | 11,600,000 | 3,600,000 | Approved |
4,074 | 3 | Graduate | No | 900,000 | 2,800,000 | 10 | 560 | 2,700,000 | 300,000 | 1,900,000 | 1,300,000 | Approved |
4,075 | 4 | Not Graduate | Yes | 9,400,000 | 25,700,000 | 14 | 845 | 27,300,000 | 4,100,000 | 26,500,000 | 12,200,000 | Approved |
4,076 | 4 | Not Graduate | Yes | 2,600,000 | 8,500,000 | 4 | 392 | 5,500,000 | 100,000 | 8,800,000 | 2,900,000 | Approved |
4,077 | 2 | Graduate | No | 1,500,000 | 4,900,000 | 16 | 387 | -100,000 | 2,400,000 | 3,700,000 | 1,300,000 | Rejected |
4,078 | 1 | Graduate | Yes | 1,800,000 | 6,300,000 | 12 | 749 | 4,200,000 | 200,000 | 3,800,000 | 2,700,000 | Approved |
4,079 | 3 | Graduate | Yes | 7,800,000 | 20,000,000 | 14 | 727 | 4,600,000 | 7,200,000 | 17,300,000 | 8,600,000 | Approved |
4,080 | 3 | Graduate | Yes | 2,100,000 | 7,400,000 | 14 | 656 | 5,600,000 | 400,000 | 5,200,000 | 2,800,000 | Approved |
4,081 | 0 | Not Graduate | Yes | 8,300,000 | 17,500,000 | 20 | 643 | 24,800,000 | 8,900,000 | 18,800,000 | 5,100,000 | Approved |
4,082 | 2 | Not Graduate | Yes | 4,400,000 | 16,800,000 | 4 | 307 | 12,800,000 | 7,200,000 | 9,700,000 | 5,800,000 | Approved |
4,083 | 2 | Not Graduate | No | 2,300,000 | 5,000,000 | 16 | 588 | 2,000,000 | 3,500,000 | 7,000,000 | 1,500,000 | Approved |
4,084 | 3 | Graduate | Yes | 7,700,000 | 22,300,000 | 20 | 895 | 22,200,000 | 13,300,000 | 23,900,000 | 9,100,000 | Approved |
4,085 | 0 | Not Graduate | Yes | 9,300,000 | 29,400,000 | 10 | 351 | 24,200,000 | 6,800,000 | 35,800,000 | 6,100,000 | Rejected |
4,086 | 5 | Not Graduate | No | 5,900,000 | 16,400,000 | 12 | 891 | 10,200,000 | 10,400,000 | 19,600,000 | 4,700,000 | Approved |
4,087 | 5 | Not Graduate | Yes | 1,900,000 | 4,900,000 | 4 | 442 | 3,200,000 | 2,100,000 | 5,800,000 | 900,000 | Rejected |
4,088 | 0 | Not Graduate | No | 6,900,000 | 19,500,000 | 20 | 686 | 2,300,000 | 8,700,000 | 16,400,000 | 6,200,000 | Approved |
4,089 | 4 | Graduate | Yes | 2,100,000 | 8,200,000 | 20 | 432 | 6,000,000 | 900,000 | 5,600,000 | 1,000,000 | Rejected |
4,090 | 0 | Not Graduate | No | 8,200,000 | 20,900,000 | 14 | 766 | 4,400,000 | 12,300,000 | 18,400,000 | 12,100,000 | Approved |
4,091 | 4 | Not Graduate | No | 7,700,000 | 17,200,000 | 6 | 561 | 6,000,000 | 5,000,000 | 15,400,000 | 6,800,000 | Approved |
4,092 | 5 | Not Graduate | No | 7,700,000 | 19,000,000 | 2 | 539 | 4,000,000 | 14,500,000 | 29,300,000 | 4,100,000 | Rejected |
4,093 | 1 | Graduate | No | 700,000 | 1,400,000 | 6 | 759 | 1,000,000 | 500,000 | 2,600,000 | 700,000 | Approved |
4,094 | 5 | Graduate | No | 7,100,000 | 18,200,000 | 8 | 750 | 21,000,000 | 7,900,000 | 20,800,000 | 5,300,000 | Approved |
4,095 | 2 | Graduate | No | 3,900,000 | 13,600,000 | 10 | 373 | 11,600,000 | 1,000,000 | 8,400,000 | 3,600,000 | Rejected |
4,096 | 1 | Not Graduate | Yes | 5,200,000 | 20,500,000 | 10 | 407 | 1,100,000 | 3,400,000 | 18,200,000 | 3,800,000 | Rejected |
4,097 | 4 | Not Graduate | No | 5,500,000 | 20,200,000 | 14 | 611 | 13,700,000 | 5,700,000 | 15,100,000 | 7,200,000 | Approved |
4,098 | 3 | Graduate | No | 2,600,000 | 6,300,000 | 10 | 783 | 6,500,000 | 2,400,000 | 6,500,000 | 2,600,000 | Approved |
4,099 | 0 | Not Graduate | Yes | 7,300,000 | 24,000,000 | 18 | 651 | 16,600,000 | 100,000 | 19,600,000 | 4,500,000 | Approved |
4,100 | 3 | Graduate | No | 8,700,000 | 31,100,000 | 16 | 760 | 400,000 | 1,800,000 | 19,300,000 | 4,800,000 | Rejected |