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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
401 | 4 | Graduate | No | 5,400,000 | 15,700,000 | 18 | 452 | 13,700,000 | 2,600,000 | 16,500,000 | 6,600,000 | Rejected |
402 | 5 | Graduate | No | 3,700,000 | 7,300,000 | 18 | 339 | 9,300,000 | 100,000 | 13,900,000 | 5,300,000 | Rejected |
403 | 3 | Graduate | Yes | 5,200,000 | 15,200,000 | 16 | 650 | 1,300,000 | 5,700,000 | 13,500,000 | 4,100,000 | Approved |
404 | 4 | Not Graduate | Yes | 200,000 | 700,000 | 10 | 672 | 200,000 | 200,000 | 300,000 | 300,000 | Approved |
405 | 3 | Graduate | No | 500,000 | 1,000,000 | 20 | 501 | 800,000 | 800,000 | 900,000 | 200,000 | Rejected |
406 | 2 | Not Graduate | Yes | 1,800,000 | 5,700,000 | 4 | 809 | 1,200,000 | 1,900,000 | 6,300,000 | 2,400,000 | Approved |
407 | 5 | Graduate | Yes | 9,200,000 | 29,400,000 | 8 | 318 | 18,000,000 | 5,900,000 | 33,800,000 | 5,400,000 | Rejected |
408 | 4 | Not Graduate | No | 900,000 | 3,300,000 | 10 | 649 | 0 | 400,000 | 1,800,000 | 1,200,000 | Approved |
409 | 3 | Not Graduate | No | 7,500,000 | 28,300,000 | 12 | 367 | 9,200,000 | 11,300,000 | 22,700,000 | 7,000,000 | Rejected |
410 | 5 | Not Graduate | No | 3,000,000 | 11,800,000 | 6 | 847 | 8,200,000 | 2,200,000 | 7,100,000 | 2,300,000 | Approved |
411 | 5 | Graduate | No | 7,100,000 | 18,900,000 | 12 | 360 | 10,700,000 | 1,100,000 | 19,800,000 | 8,500,000 | Rejected |
412 | 1 | Graduate | Yes | 3,500,000 | 7,200,000 | 2 | 865 | 4,100,000 | 3,200,000 | 11,900,000 | 4,200,000 | Approved |
413 | 4 | Not Graduate | No | 4,900,000 | 18,800,000 | 16 | 880 | 4,200,000 | 4,700,000 | 13,200,000 | 2,600,000 | Approved |
414 | 1 | Graduate | No | 4,100,000 | 8,400,000 | 20 | 608 | 1,400,000 | 8,000,000 | 10,000,000 | 4,400,000 | Approved |
415 | 0 | Graduate | Yes | 800,000 | 2,100,000 | 6 | 760 | 300,000 | 100,000 | 1,600,000 | 600,000 | Approved |
416 | 3 | Graduate | Yes | 1,700,000 | 4,600,000 | 12 | 385 | 1,500,000 | 1,300,000 | 5,200,000 | 1,700,000 | Rejected |
417 | 0 | Graduate | Yes | 6,100,000 | 23,300,000 | 12 | 478 | 3,800,000 | 2,300,000 | 17,700,000 | 4,900,000 | Rejected |
418 | 1 | Graduate | Yes | 2,100,000 | 7,700,000 | 16 | 327 | 5,000,000 | 500,000 | 4,700,000 | 2,300,000 | Rejected |
419 | 0 | Graduate | No | 3,100,000 | 9,300,000 | 6 | 663 | 1,300,000 | 1,400,000 | 8,100,000 | 3,800,000 | Approved |
420 | 2 | Not Graduate | Yes | 1,700,000 | 3,500,000 | 20 | 693 | 2,200,000 | 1,400,000 | 4,800,000 | 1,700,000 | Approved |
421 | 3 | Graduate | No | 1,700,000 | 5,400,000 | 6 | 710 | 4,800,000 | 700,000 | 5,800,000 | 1,700,000 | Approved |
422 | 4 | Not Graduate | Yes | 4,000,000 | 14,500,000 | 6 | 711 | 2,400,000 | 5,700,000 | 10,900,000 | 4,100,000 | Approved |
423 | 5 | Graduate | No | 5,600,000 | 18,400,000 | 8 | 386 | 11,300,000 | 6,700,000 | 11,300,000 | 5,600,000 | Rejected |
424 | 4 | Graduate | Yes | 3,900,000 | 11,900,000 | 10 | 855 | 10,200,000 | 4,000,000 | 10,200,000 | 2,800,000 | Approved |
425 | 4 | Graduate | Yes | 6,100,000 | 15,300,000 | 14 | 573 | 1,100,000 | 9,900,000 | 13,300,000 | 8,400,000 | Approved |
426 | 0 | Graduate | Yes | 1,100,000 | 2,800,000 | 18 | 431 | 500,000 | 300,000 | 4,300,000 | 1,400,000 | Rejected |
427 | 2 | Graduate | No | 5,500,000 | 14,800,000 | 8 | 364 | 13,000,000 | 4,500,000 | 12,600,000 | 4,500,000 | Rejected |
428 | 4 | Graduate | Yes | 1,100,000 | 3,600,000 | 14 | 711 | 2,500,000 | 500,000 | 3,600,000 | 600,000 | Approved |
429 | 4 | Not Graduate | Yes | 400,000 | 900,000 | 20 | 771 | 1,000,000 | 500,000 | 1,600,000 | 500,000 | Approved |
430 | 3 | Graduate | No | 9,200,000 | 36,400,000 | 18 | 669 | 3,100,000 | 12,700,000 | 30,900,000 | 12,300,000 | Approved |
431 | 4 | Not Graduate | Yes | 9,300,000 | 27,500,000 | 18 | 338 | 21,500,000 | 500,000 | 34,900,000 | 6,600,000 | Rejected |
432 | 1 | Graduate | No | 1,100,000 | 3,500,000 | 8 | 562 | 2,300,000 | 1,200,000 | 3,200,000 | 500,000 | Approved |
433 | 3 | Not Graduate | No | 5,600,000 | 18,700,000 | 2 | 769 | 8,000,000 | 8,200,000 | 17,300,000 | 4,800,000 | Approved |
434 | 0 | Graduate | Yes | 6,300,000 | 21,500,000 | 8 | 629 | 600,000 | 3,400,000 | 22,000,000 | 5,200,000 | Approved |
435 | 3 | Graduate | No | 8,800,000 | 18,100,000 | 6 | 699 | 6,400,000 | 2,100,000 | 18,500,000 | 9,400,000 | Approved |
436 | 0 | Not Graduate | No | 8,400,000 | 20,800,000 | 20 | 590 | 5,100,000 | 8,900,000 | 32,100,000 | 10,800,000 | Approved |
437 | 3 | Graduate | Yes | 1,600,000 | 5,700,000 | 4 | 707 | 3,300,000 | 2,700,000 | 6,200,000 | 2,300,000 | Approved |
438 | 3 | Not Graduate | Yes | 4,500,000 | 11,400,000 | 8 | 391 | 8,500,000 | 6,800,000 | 9,900,000 | 4,500,000 | Rejected |
439 | 5 | Not Graduate | No | 6,500,000 | 18,500,000 | 4 | 891 | 13,600,000 | 3,300,000 | 23,600,000 | 7,100,000 | Approved |
440 | 3 | Graduate | Yes | 9,500,000 | 20,600,000 | 2 | 731 | 13,400,000 | 3,800,000 | 20,700,000 | 9,200,000 | Approved |
441 | 3 | Not Graduate | No | 4,700,000 | 16,700,000 | 12 | 775 | 4,000,000 | 1,700,000 | 17,300,000 | 3,500,000 | Approved |
442 | 5 | Graduate | Yes | 9,600,000 | 32,400,000 | 2 | 897 | 3,500,000 | 15,400,000 | 26,800,000 | 6,200,000 | Approved |
443 | 5 | Graduate | No | 8,000,000 | 26,700,000 | 20 | 794 | 8,000,000 | 14,700,000 | 29,900,000 | 7,800,000 | Approved |
444 | 2 | Graduate | No | 7,700,000 | 16,700,000 | 6 | 555 | 12,900,000 | 2,900,000 | 18,100,000 | 8,500,000 | Approved |
445 | 1 | Not Graduate | Yes | 3,600,000 | 10,300,000 | 12 | 536 | 6,800,000 | 500,000 | 12,200,000 | 2,700,000 | Rejected |
446 | 2 | Not Graduate | No | 700,000 | 1,700,000 | 10 | 839 | 100,000 | 700,000 | 2,000,000 | 900,000 | Approved |
447 | 0 | Graduate | Yes | 1,400,000 | 5,100,000 | 6 | 890 | 4,100,000 | 1,900,000 | 5,200,000 | 1,900,000 | Approved |
448 | 1 | Graduate | Yes | 8,600,000 | 27,900,000 | 20 | 415 | 12,200,000 | 14,800,000 | 27,100,000 | 7,900,000 | Rejected |
449 | 4 | Graduate | No | 4,700,000 | 15,700,000 | 4 | 868 | 3,300,000 | 2,500,000 | 13,800,000 | 4,800,000 | Approved |
450 | 3 | Graduate | Yes | 2,900,000 | 5,800,000 | 12 | 353 | 8,400,000 | 2,600,000 | 10,100,000 | 3,100,000 | Rejected |
451 | 4 | Not Graduate | No | 9,000,000 | 29,000,000 | 16 | 590 | 4,600,000 | 15,600,000 | 29,200,000 | 12,300,000 | Approved |
452 | 5 | Graduate | Yes | 500,000 | 900,000 | 18 | 618 | 1,400,000 | 600,000 | 1,200,000 | 400,000 | Approved |
453 | 2 | Not Graduate | Yes | 700,000 | 1,700,000 | 10 | 539 | 1,400,000 | 1,000,000 | 1,900,000 | 900,000 | Rejected |
454 | 0 | Graduate | No | 6,800,000 | 27,000,000 | 4 | 429 | 17,100,000 | 7,600,000 | 21,400,000 | 9,400,000 | Approved |
455 | 2 | Graduate | No | 1,800,000 | 4,700,000 | 8 | 792 | 4,500,000 | 1,200,000 | 4,100,000 | 2,200,000 | Approved |
456 | 0 | Not Graduate | No | 6,000,000 | 12,400,000 | 2 | 608 | 3,000,000 | 2,100,000 | 17,900,000 | 6,800,000 | Approved |
457 | 4 | Graduate | Yes | 5,400,000 | 21,500,000 | 14 | 555 | 4,300,000 | 1,500,000 | 14,300,000 | 7,500,000 | Approved |
458 | 5 | Graduate | Yes | 8,400,000 | 17,500,000 | 12 | 620 | 15,300,000 | 13,600,000 | 26,000,000 | 5,800,000 | Approved |
459 | 0 | Graduate | No | 7,400,000 | 20,900,000 | 6 | 635 | 15,600,000 | 14,000,000 | 21,000,000 | 7,200,000 | Approved |
460 | 2 | Graduate | No | 3,200,000 | 12,500,000 | 10 | 457 | 6,100,000 | 2,000,000 | 8,200,000 | 4,300,000 | Rejected |
461 | 1 | Graduate | Yes | 5,400,000 | 21,400,000 | 8 | 350 | 2,600,000 | 1,000,000 | 19,700,000 | 6,800,000 | Rejected |
462 | 5 | Graduate | Yes | 1,000,000 | 2,500,000 | 14 | 885 | 2,200,000 | 100,000 | 2,300,000 | 1,100,000 | Approved |
463 | 0 | Graduate | No | 4,400,000 | 14,700,000 | 16 | 638 | 4,000,000 | 2,700,000 | 14,400,000 | 2,700,000 | Approved |
464 | 1 | Graduate | Yes | 3,800,000 | 10,500,000 | 12 | 710 | 1,800,000 | 6,200,000 | 12,500,000 | 2,500,000 | Approved |
465 | 3 | Not Graduate | Yes | 6,100,000 | 20,900,000 | 18 | 470 | 500,000 | 8,500,000 | 18,000,000 | 7,500,000 | Rejected |
466 | 5 | Not Graduate | Yes | 5,500,000 | 17,300,000 | 16 | 874 | 1,000,000 | 2,900,000 | 13,700,000 | 7,900,000 | Approved |
467 | 5 | Not Graduate | Yes | 500,000 | 1,800,000 | 18 | 411 | 1,000,000 | 500,000 | 1,300,000 | 200,000 | Rejected |
468 | 0 | Not Graduate | Yes | 300,000 | 1,100,000 | 2 | 482 | 200,000 | 100,000 | 1,100,000 | 400,000 | Approved |
469 | 1 | Graduate | Yes | 6,200,000 | 16,900,000 | 2 | 396 | 10,600,000 | 7,500,000 | 23,700,000 | 7,600,000 | Rejected |
470 | 0 | Not Graduate | No | 300,000 | 900,000 | 20 | 436 | 0 | 400,000 | 600,000 | 200,000 | Rejected |
471 | 0 | Not Graduate | Yes | 6,900,000 | 22,100,000 | 20 | 303 | 13,600,000 | 4,600,000 | 22,000,000 | 6,900,000 | Rejected |
472 | 4 | Graduate | No | 3,700,000 | 11,400,000 | 12 | 728 | 4,200,000 | 5,800,000 | 7,300,000 | 2,300,000 | Approved |
473 | 3 | Not Graduate | Yes | 8,800,000 | 28,600,000 | 10 | 775 | 5,200,000 | 5,000,000 | 32,000,000 | 9,600,000 | Approved |
474 | 5 | Graduate | Yes | 8,200,000 | 23,500,000 | 12 | 402 | 15,100,000 | 1,500,000 | 24,300,000 | 5,800,000 | Rejected |
475 | 1 | Not Graduate | Yes | 9,200,000 | 31,500,000 | 18 | 698 | 5,300,000 | 6,100,000 | 20,400,000 | 8,300,000 | Approved |
476 | 0 | Not Graduate | No | 2,400,000 | 7,800,000 | 14 | 665 | 5,200,000 | 2,900,000 | 6,200,000 | 2,900,000 | Approved |
477 | 4 | Not Graduate | No | 4,100,000 | 13,500,000 | 18 | 490 | 4,700,000 | 6,200,000 | 13,900,000 | 2,000,000 | Rejected |
478 | 1 | Graduate | No | 8,000,000 | 31,900,000 | 12 | 504 | 23,800,000 | 1,500,000 | 22,100,000 | 6,000,000 | Rejected |
479 | 3 | Not Graduate | Yes | 3,600,000 | 8,600,000 | 8 | 790 | 5,400,000 | 5,900,000 | 9,800,000 | 5,200,000 | Approved |
480 | 1 | Not Graduate | Yes | 700,000 | 2,700,000 | 20 | 669 | 100,000 | 1,000,000 | 2,600,000 | 500,000 | Approved |
481 | 4 | Not Graduate | No | 8,300,000 | 30,700,000 | 6 | 381 | 21,700,000 | 2,300,000 | 26,700,000 | 4,600,000 | Rejected |
482 | 0 | Graduate | Yes | 5,300,000 | 15,000,000 | 2 | 900 | 1,700,000 | 2,100,000 | 21,000,000 | 5,800,000 | Approved |
483 | 4 | Graduate | No | 8,300,000 | 24,900,000 | 16 | 506 | 15,400,000 | 5,600,000 | 26,700,000 | 7,000,000 | Rejected |
484 | 3 | Not Graduate | Yes | 2,500,000 | 8,800,000 | 12 | 538 | 4,900,000 | 1,800,000 | 9,100,000 | 3,300,000 | Rejected |
485 | 3 | Graduate | Yes | 5,400,000 | 14,400,000 | 8 | 677 | 11,000,000 | 7,900,000 | 20,800,000 | 3,100,000 | Approved |
486 | 4 | Graduate | No | 1,600,000 | 4,900,000 | 8 | 685 | 3,200,000 | 2,000,000 | 3,800,000 | 1,500,000 | Approved |
487 | 2 | Not Graduate | No | 2,400,000 | 6,200,000 | 12 | 860 | 4,900,000 | 3,700,000 | 9,500,000 | 1,100,000 | Approved |
488 | 5 | Not Graduate | No | 6,300,000 | 14,800,000 | 6 | 608 | 16,100,000 | 10,500,000 | 21,800,000 | 5,400,000 | Approved |
489 | 4 | Graduate | Yes | 2,500,000 | 5,300,000 | 10 | 540 | 2,300,000 | 2,800,000 | 7,100,000 | 1,700,000 | Rejected |
490 | 0 | Graduate | Yes | 7,500,000 | 16,800,000 | 16 | 492 | 21,500,000 | 4,800,000 | 25,400,000 | 11,100,000 | Rejected |
491 | 3 | Not Graduate | No | 2,900,000 | 8,500,000 | 14 | 834 | 1,200,000 | 4,500,000 | 8,800,000 | 1,800,000 | Approved |
492 | 3 | Graduate | Yes | 1,000,000 | 3,500,000 | 16 | 834 | 800,000 | 1,700,000 | 3,000,000 | 700,000 | Approved |
493 | 2 | Graduate | Yes | 8,600,000 | 28,800,000 | 8 | 890 | 23,300,000 | 5,900,000 | 21,200,000 | 7,200,000 | Approved |
494 | 1 | Not Graduate | No | 300,000 | 1,100,000 | 12 | 443 | 600,000 | 400,000 | 1,200,000 | 200,000 | Rejected |
495 | 5 | Not Graduate | No | 2,300,000 | 5,700,000 | 18 | 329 | 5,600,000 | 3,300,000 | 4,900,000 | 2,700,000 | Rejected |
496 | 2 | Not Graduate | Yes | 2,400,000 | 5,400,000 | 12 | 739 | 300,000 | 2,500,000 | 5,000,000 | 3,000,000 | Approved |
497 | 5 | Graduate | Yes | 9,800,000 | 30,300,000 | 6 | 867 | 20,800,000 | 16,000,000 | 30,200,000 | 7,600,000 | Approved |
498 | 2 | Not Graduate | No | 8,100,000 | 24,800,000 | 6 | 307 | 200,000 | 4,000,000 | 31,100,000 | 10,500,000 | Rejected |
499 | 3 | Graduate | No | 6,700,000 | 15,500,000 | 18 | 492 | 2,100,000 | 2,000,000 | 26,300,000 | 9,400,000 | Rejected |
500 | 1 | Not Graduate | Yes | 8,400,000 | 24,700,000 | 18 | 698 | 23,000,000 | 13,200,000 | 32,700,000 | 12,200,000 | Approved |