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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
501 | 2 | Graduate | No | 200,000 | 700,000 | 8 | 851 | 400,000 | 200,000 | 800,000 | 200,000 | Approved |
502 | 2 | Graduate | No | 4,700,000 | 12,500,000 | 14 | 375 | 1,300,000 | 6,300,000 | 10,100,000 | 5,400,000 | Rejected |
503 | 0 | Graduate | Yes | 4,300,000 | 14,300,000 | 14 | 601 | 3,800,000 | 900,000 | 16,700,000 | 5,700,000 | Approved |
504 | 4 | Not Graduate | No | 2,200,000 | 7,000,000 | 20 | 756 | 3,600,000 | 3,900,000 | 5,700,000 | 1,200,000 | Approved |
505 | 4 | Graduate | Yes | 8,600,000 | 19,200,000 | 4 | 868 | 20,400,000 | 1,500,000 | 32,800,000 | 9,300,000 | Approved |
506 | 4 | Graduate | Yes | 2,000,000 | 7,200,000 | 10 | 838 | 2,500,000 | 300,000 | 7,600,000 | 1,000,000 | Approved |
507 | 4 | Not Graduate | Yes | 4,200,000 | 15,900,000 | 14 | 375 | 7,200,000 | 7,900,000 | 16,200,000 | 3,000,000 | Rejected |
508 | 0 | Not Graduate | Yes | 5,100,000 | 12,500,000 | 18 | 778 | 3,300,000 | 1,000,000 | 14,800,000 | 3,200,000 | Approved |
509 | 2 | Graduate | Yes | 4,100,000 | 11,200,000 | 6 | 442 | 12,200,000 | 4,100,000 | 10,000,000 | 4,500,000 | Rejected |
510 | 1 | Graduate | Yes | 9,900,000 | 39,500,000 | 12 | 808 | 11,800,000 | 3,700,000 | 30,200,000 | 13,500,000 | Approved |
511 | 1 | Not Graduate | Yes | 3,200,000 | 9,000,000 | 20 | 372 | 2,700,000 | 2,800,000 | 7,200,000 | 3,800,000 | Rejected |
512 | 2 | Graduate | No | 5,500,000 | 19,000,000 | 4 | 597 | 1,100,000 | 4,000,000 | 18,700,000 | 5,300,000 | Approved |
513 | 0 | Graduate | Yes | 7,800,000 | 29,100,000 | 20 | 435 | 21,100,000 | 13,000,000 | 17,300,000 | 9,700,000 | Rejected |
514 | 3 | Graduate | Yes | 3,400,000 | 9,700,000 | 20 | 728 | 1,500,000 | 1,500,000 | 7,300,000 | 2,400,000 | Approved |
515 | 4 | Graduate | Yes | 7,900,000 | 25,900,000 | 14 | 373 | 10,900,000 | 14,300,000 | 27,700,000 | 7,600,000 | Rejected |
516 | 3 | Graduate | Yes | 8,900,000 | 18,500,000 | 10 | 367 | 6,100,000 | 0 | 32,000,000 | 10,300,000 | Rejected |
517 | 2 | Graduate | No | 7,300,000 | 19,100,000 | 14 | 552 | 2,000,000 | 13,400,000 | 16,800,000 | 4,000,000 | Approved |
518 | 4 | Not Graduate | Yes | 3,300,000 | 10,600,000 | 8 | 465 | 500,000 | 4,400,000 | 7,300,000 | 2,800,000 | Rejected |
519 | 4 | Graduate | Yes | 2,900,000 | 10,500,000 | 8 | 607 | 4,400,000 | 5,500,000 | 7,600,000 | 3,800,000 | Approved |
520 | 2 | Graduate | Yes | 500,000 | 1,300,000 | 4 | 427 | 1,400,000 | 500,000 | 1,800,000 | 600,000 | Rejected |
521 | 3 | Not Graduate | No | 7,200,000 | 21,200,000 | 4 | 711 | 10,800,000 | 4,200,000 | 24,900,000 | 5,700,000 | Approved |
522 | 3 | Not Graduate | No | 8,300,000 | 24,100,000 | 14 | 823 | 5,900,000 | 700,000 | 24,000,000 | 7,700,000 | Approved |
523 | 1 | Not Graduate | Yes | 8,700,000 | 20,500,000 | 6 | 523 | 19,300,000 | 6,500,000 | 23,700,000 | 4,800,000 | Rejected |
524 | 4 | Not Graduate | Yes | 7,100,000 | 27,900,000 | 10 | 328 | 9,000,000 | 13,400,000 | 26,500,000 | 7,700,000 | Rejected |
525 | 3 | Graduate | Yes | 9,800,000 | 28,200,000 | 12 | 721 | 15,800,000 | 6,500,000 | 21,900,000 | 9,600,000 | Approved |
526 | 0 | Graduate | Yes | 6,900,000 | 17,000,000 | 20 | 599 | 18,100,000 | 9,400,000 | 26,600,000 | 4,300,000 | Approved |
527 | 0 | Not Graduate | No | 2,400,000 | 5,000,000 | 14 | 580 | 5,900,000 | 4,400,000 | 5,500,000 | 3,200,000 | Approved |
528 | 1 | Not Graduate | Yes | 2,100,000 | 4,900,000 | 10 | 744 | 200,000 | 2,000,000 | 5,400,000 | 1,000,000 | Approved |
529 | 2 | Graduate | Yes | 7,200,000 | 23,900,000 | 4 | 559 | 4,200,000 | 12,200,000 | 17,800,000 | 10,800,000 | Approved |
530 | 2 | Graduate | No | 4,600,000 | 13,500,000 | 16 | 587 | 7,700,000 | 5,900,000 | 10,600,000 | 5,000,000 | Approved |
531 | 5 | Graduate | Yes | 9,900,000 | 31,800,000 | 18 | 817 | 23,400,000 | 700,000 | 32,600,000 | 11,500,000 | Approved |
532 | 4 | Not Graduate | Yes | 300,000 | 1,000,000 | 20 | 655 | 0 | 100,000 | 1,100,000 | 400,000 | Approved |
533 | 5 | Graduate | Yes | 6,900,000 | 23,900,000 | 6 | 382 | 17,100,000 | 6,900,000 | 21,500,000 | 8,900,000 | Rejected |
534 | 2 | Graduate | Yes | 1,700,000 | 4,300,000 | 6 | 765 | 5,000,000 | 1,500,000 | 3,400,000 | 900,000 | Approved |
535 | 2 | Graduate | Yes | 4,400,000 | 10,000,000 | 20 | 516 | 7,400,000 | 7,600,000 | 12,200,000 | 5,100,000 | Rejected |
536 | 4 | Not Graduate | Yes | 4,300,000 | 15,000,000 | 8 | 383 | 4,700,000 | 100,000 | 9,000,000 | 4,900,000 | Rejected |
537 | 2 | Not Graduate | No | 3,700,000 | 14,100,000 | 6 | 633 | 800,000 | 200,000 | 11,300,000 | 3,400,000 | Approved |
538 | 1 | Graduate | No | 5,900,000 | 15,200,000 | 2 | 547 | 17,100,000 | 2,000,000 | 14,700,000 | 3,600,000 | Rejected |
539 | 5 | Not Graduate | Yes | 8,600,000 | 26,300,000 | 10 | 843 | 23,300,000 | 9,800,000 | 18,100,000 | 11,300,000 | Approved |
540 | 3 | Not Graduate | Yes | 3,400,000 | 13,200,000 | 8 | 783 | 6,500,000 | 300,000 | 13,000,000 | 4,900,000 | Approved |
541 | 3 | Not Graduate | Yes | 1,000,000 | 3,200,000 | 14 | 790 | 1,900,000 | 100,000 | 3,600,000 | 1,100,000 | Approved |
542 | 1 | Not Graduate | Yes | 4,400,000 | 14,200,000 | 16 | 409 | 12,700,000 | 1,300,000 | 12,600,000 | 4,500,000 | Rejected |
543 | 0 | Not Graduate | No | 3,600,000 | 7,800,000 | 14 | 376 | 9,800,000 | 6,900,000 | 11,900,000 | 3,000,000 | Rejected |
544 | 3 | Not Graduate | No | 1,400,000 | 2,700,000 | 8 | 625 | 3,100,000 | 1,800,000 | 3,400,000 | 1,000,000 | Approved |
545 | 0 | Not Graduate | No | 5,300,000 | 10,900,000 | 18 | 707 | 12,900,000 | 2,600,000 | 12,700,000 | 7,600,000 | Approved |
546 | 3 | Graduate | Yes | 9,400,000 | 20,500,000 | 6 | 645 | 17,400,000 | 13,000,000 | 24,500,000 | 10,200,000 | Approved |
547 | 4 | Not Graduate | Yes | 6,600,000 | 22,100,000 | 6 | 887 | 3,600,000 | 3,500,000 | 19,800,000 | 4,700,000 | Approved |
548 | 5 | Graduate | No | 9,800,000 | 37,600,000 | 18 | 319 | 19,200,000 | 5,100,000 | 19,900,000 | 5,100,000 | Rejected |
549 | 1 | Not Graduate | No | 1,900,000 | 4,900,000 | 20 | 647 | 4,100,000 | 2,100,000 | 6,800,000 | 1,700,000 | Approved |
550 | 2 | Not Graduate | Yes | 5,800,000 | 22,500,000 | 6 | 888 | 11,900,000 | 2,600,000 | 17,100,000 | 4,800,000 | Approved |
551 | 2 | Not Graduate | No | 3,100,000 | 10,400,000 | 10 | 420 | 6,900,000 | 5,900,000 | 10,000,000 | 3,500,000 | Rejected |
552 | 0 | Graduate | No | 6,800,000 | 18,400,000 | 2 | 791 | 4,000,000 | 900,000 | 20,200,000 | 9,900,000 | Approved |
553 | 5 | Not Graduate | No | 4,600,000 | 16,200,000 | 12 | 891 | 5,900,000 | 1,200,000 | 10,800,000 | 3,700,000 | Approved |
554 | 2 | Not Graduate | Yes | 200,000 | 700,000 | 16 | 641 | 600,000 | 200,000 | 600,000 | 100,000 | Approved |
555 | 3 | Not Graduate | Yes | 9,500,000 | 22,800,000 | 6 | 319 | 200,000 | 18,800,000 | 34,100,000 | 9,400,000 | Rejected |
556 | 5 | Not Graduate | Yes | 6,200,000 | 22,200,000 | 20 | 819 | 13,500,000 | 6,600,000 | 21,700,000 | 8,700,000 | Approved |
557 | 4 | Not Graduate | Yes | 9,700,000 | 32,300,000 | 18 | 387 | 11,600,000 | 14,300,000 | 20,000,000 | 5,400,000 | Rejected |
558 | 5 | Graduate | Yes | 4,200,000 | 12,300,000 | 2 | 686 | 10,500,000 | 200,000 | 15,600,000 | 4,200,000 | Approved |
559 | 1 | Graduate | Yes | 5,700,000 | 12,000,000 | 4 | 415 | 15,700,000 | 900,000 | 17,300,000 | 7,400,000 | Rejected |
560 | 2 | Graduate | Yes | 200,000 | 500,000 | 6 | 885 | -100,000 | 0 | 300,000 | 200,000 | Rejected |
561 | 4 | Graduate | No | 8,000,000 | 25,500,000 | 4 | 722 | 17,200,000 | 13,900,000 | 26,200,000 | 4,900,000 | Approved |
562 | 4 | Graduate | No | 5,200,000 | 20,400,000 | 20 | 761 | 4,700,000 | 1,600,000 | 14,300,000 | 6,200,000 | Approved |
563 | 1 | Graduate | Yes | 7,100,000 | 15,200,000 | 8 | 389 | 5,900,000 | 900,000 | 24,300,000 | 5,900,000 | Rejected |
564 | 1 | Graduate | Yes | 9,300,000 | 27,900,000 | 12 | 600 | 2,100,000 | 4,200,000 | 29,000,000 | 6,600,000 | Approved |
565 | 5 | Graduate | No | 2,000,000 | 6,100,000 | 2 | 407 | 1,900,000 | 1,900,000 | 4,600,000 | 2,000,000 | Approved |
566 | 3 | Graduate | Yes | 3,900,000 | 14,000,000 | 18 | 829 | 5,200,000 | 4,000,000 | 11,600,000 | 2,700,000 | Approved |
567 | 2 | Not Graduate | No | 2,800,000 | 5,900,000 | 6 | 895 | 1,000,000 | 3,900,000 | 10,900,000 | 1,500,000 | Approved |
568 | 5 | Graduate | Yes | 3,000,000 | 11,100,000 | 12 | 441 | 8,500,000 | 2,500,000 | 7,300,000 | 2,000,000 | Rejected |
569 | 4 | Not Graduate | No | 4,500,000 | 9,800,000 | 16 | 895 | 9,800,000 | 8,200,000 | 13,900,000 | 5,500,000 | Approved |
570 | 4 | Graduate | No | 1,900,000 | 4,300,000 | 4 | 826 | 2,400,000 | 0 | 7,000,000 | 900,000 | Approved |
571 | 1 | Graduate | No | 2,300,000 | 7,200,000 | 8 | 453 | 3,000,000 | 2,100,000 | 8,100,000 | 3,400,000 | Rejected |
572 | 0 | Graduate | No | 4,700,000 | 17,500,000 | 2 | 701 | 5,400,000 | 2,300,000 | 11,700,000 | 7,000,000 | Approved |
573 | 2 | Not Graduate | Yes | 1,300,000 | 2,700,000 | 8 | 627 | 100,000 | 300,000 | 2,600,000 | 1,300,000 | Approved |
574 | 3 | Graduate | No | 3,100,000 | 11,000,000 | 2 | 543 | 5,900,000 | 2,200,000 | 9,000,000 | 2,400,000 | Approved |
575 | 0 | Graduate | No | 8,400,000 | 17,500,000 | 18 | 411 | 13,200,000 | 5,300,000 | 31,300,000 | 10,400,000 | Rejected |
576 | 5 | Graduate | Yes | 1,700,000 | 5,800,000 | 4 | 583 | 2,000,000 | 1,800,000 | 6,000,000 | 2,300,000 | Approved |
577 | 2 | Not Graduate | No | 1,900,000 | 7,500,000 | 2 | 889 | 600,000 | 1,100,000 | 7,100,000 | 2,600,000 | Approved |
578 | 3 | Not Graduate | No | 2,400,000 | 8,600,000 | 8 | 684 | 3,400,000 | 2,400,000 | 6,200,000 | 1,600,000 | Approved |
579 | 5 | Graduate | No | 6,800,000 | 20,500,000 | 10 | 578 | 500,000 | 11,800,000 | 27,200,000 | 3,400,000 | Approved |
580 | 1 | Graduate | No | 2,900,000 | 10,900,000 | 20 | 445 | 6,600,000 | 2,800,000 | 9,300,000 | 2,600,000 | Rejected |
581 | 4 | Graduate | Yes | 8,900,000 | 26,300,000 | 10 | 369 | 23,900,000 | 7,000,000 | 27,400,000 | 12,100,000 | Rejected |
582 | 1 | Not Graduate | No | 8,800,000 | 22,200,000 | 18 | 794 | 8,400,000 | 11,900,000 | 21,000,000 | 10,500,000 | Approved |
583 | 0 | Graduate | Yes | 8,200,000 | 19,200,000 | 16 | 492 | 16,500,000 | 9,200,000 | 20,000,000 | 7,200,000 | Rejected |
584 | 3 | Not Graduate | Yes | 3,600,000 | 13,200,000 | 16 | 557 | 9,800,000 | 4,000,000 | 9,900,000 | 2,100,000 | Approved |
585 | 4 | Graduate | Yes | 9,500,000 | 31,800,000 | 6 | 519 | 5,900,000 | 1,300,000 | 28,400,000 | 12,200,000 | Rejected |
586 | 0 | Not Graduate | Yes | 1,900,000 | 5,700,000 | 18 | 699 | 5,500,000 | 200,000 | 6,500,000 | 2,000,000 | Approved |
587 | 3 | Not Graduate | Yes | 9,100,000 | 24,600,000 | 2 | 741 | 8,000,000 | 4,000,000 | 35,500,000 | 13,600,000 | Approved |
588 | 5 | Graduate | No | 1,100,000 | 3,800,000 | 18 | 508 | 200,000 | 1,800,000 | 2,300,000 | 900,000 | Rejected |
589 | 5 | Not Graduate | Yes | 1,100,000 | 2,800,000 | 10 | 647 | 2,700,000 | 2,000,000 | 4,300,000 | 1,400,000 | Approved |
590 | 1 | Graduate | No | 9,300,000 | 28,600,000 | 14 | 656 | 17,300,000 | 9,100,000 | 27,400,000 | 12,500,000 | Approved |
591 | 4 | Graduate | Yes | 3,900,000 | 10,600,000 | 2 | 439 | 300,000 | 7,600,000 | 14,800,000 | 2,500,000 | Rejected |
592 | 5 | Not Graduate | Yes | 1,500,000 | 4,000,000 | 12 | 350 | 2,900,000 | 1,900,000 | 4,400,000 | 1,200,000 | Rejected |
593 | 5 | Graduate | No | 800,000 | 2,200,000 | 6 | 493 | 900,000 | 500,000 | 2,800,000 | 1,000,000 | Rejected |
594 | 4 | Graduate | No | 600,000 | 1,800,000 | 6 | 851 | 100,000 | 1,100,000 | 2,100,000 | 800,000 | Approved |
595 | 2 | Graduate | No | 4,400,000 | 12,500,000 | 18 | 492 | 7,900,000 | 1,200,000 | 10,100,000 | 2,700,000 | Rejected |
596 | 4 | Graduate | Yes | 2,700,000 | 5,400,000 | 6 | 861 | 6,300,000 | 2,400,000 | 6,700,000 | 2,700,000 | Approved |
597 | 3 | Not Graduate | Yes | 6,200,000 | 14,600,000 | 2 | 664 | 18,300,000 | 8,400,000 | 16,800,000 | 6,600,000 | Approved |
598 | 5 | Graduate | Yes | 700,000 | 1,300,000 | 16 | 362 | 2,100,000 | 1,300,000 | 2,000,000 | 1,000,000 | Rejected |
599 | 0 | Graduate | No | 3,400,000 | 9,400,000 | 6 | 703 | 600,000 | 6,000,000 | 8,600,000 | 2,600,000 | Approved |
600 | 1 | Not Graduate | Yes | 4,900,000 | 16,800,000 | 12 | 758 | 1,700,000 | 2,700,000 | 11,100,000 | 5,900,000 | Approved |