Apply quantitative and qualitative methods to assess, prioritize and report risks.
| Applicant ID | Number of Missed/Late Payments | Lines of Credit | Credit Score | Monthly Income | Age at First Credit | Age in Years | Marital Status |
| 250162 | 13 | 5 | 511 | 3014 | 27 | 31 | 2 |
| 337157 | 22 | 4 | 495 | 2012 | 25 | 34 | 1 |
| 696961 | 7 | 5 | 641 | 3382 | 27 | 38 | 1 |
| 102576 | 6 | 6 | 748 | 3865 | 22 | 33 | 1 |
| 399338 | 6 | 7 | 799 | 3774 | 21 | 44 | 2 |
| 916894 | 28 | 3 | 519 | 3004 | 25 | 27 | 3 |
| 332229 | 9 | 7 | 693 | 3966 | 23 | 38 | 1 |
| 591594 | 22 | 3 | 515 | 2158 | 24 | 39 | 1 |
| 988822 | 5 | 6 | 811 | 4562 | 26 | 38 | 1 |
| 990531 | 0 | 6 | 709 | 4780 | 19 | 38 | 2 |
| 302120 | 18 | 3 | 491 | 1797 | 24 | 38 | 2 |
| 851836 | 3 | 8 | 789 | 4758 | 20 | 39 | 1 |
| 465514 | 0 | 6 | 772 | 4894 | 23 | 34 | 1 |
| 203291 | 8 | 7 | 810 | 4329 | 21 | 39 | 1 |
| 183488 | 25 | 4 | 491 | 1913 | 21 | 39 | 3 |
| 528534 | 28 | 5 | 499 | 2075 | 25 | 28 | 3 |
| 260650 | 0 | 8 | 709 | 4744 | 21 | 37 | 1 |
| 963949 | 8 | 5 | 641 | 3250 | 24 | 39 | 1 |
| 455615 | 10 | 3 | 541 | 2491 | 17 | 35 | 2 |
| 432768 | 14 | 7 | 560 | 2744 | 20 | 30 | 1 |
| 673501 | 25 | 5 | 497 | 2159 | 19 | 34 | 1 |
| 334354 | 1 | 8 | 711 | 4699 | 19 | 43 | 1 |
| 450082 | 22 | 3 | 515 | 2243 | 24 | 30 | 1 |
| 799506 | 16 | 4 | 548 | 2363 | 22 | 44 | 1 |
| 839577 | 4 | 8 | 795 | 4357 | 25 | 36 | 1 |
| 630035 | 5 | 6 | 619 | 3402 | 26 | 43 | 2 |
| 174765 | 5 | 6 | 629 | 3985 | 22 | 40 | 1 |
| 480448 | 3 | 7 | 808 | 4657 | 24 | 38 | 1 |
| 605712 | 4 | 6 | 813 | 4343 | 24 | 43 | 2 |
| 510435 | 27 | 3 | 549 | 2322 | 20 | 28 | 1 |
| 587635 | 4 | 7 | 836 | 4940 | 21 | 39 | 2 |
| 616259 | 7 | 7 | 709 | 3807 | 23 | 34 | 2 |
| 471782 | 12 | 5 | 622 | 3434 | 27 | 33 | 2 |
| 793010 | 12 | 3 | 532 | 3208 | 27 | 34 | 2 |
| 597727 | 10 | 6 | 804 | 4734 | 23 | 40 | 1 |
| 373615 | 1 | 6 | 833 | 4687 | 23 | 33 | 2 |
| 906102 | 4 | 7 | 796 | 5132 | 22 | 44 | 3 |
| 800324 | 2 | 7 | 735 | 3925 | 21 | 36 | 1 |
| 164313 | 12 | 4 | 646 | 3087 | 18 | 35 | 1 |
| 533675 | 1 | 7 | 803 | 4961 | 22 | 44 | 1 |
| 958620 | 11 | 6 | 608 | 3058 | 18 | 33 | 1 |
| 807605 | 28 | 4 | 507 | 2128 | 19 | 30 | 1 |
| 775431 | 4 | 7 | 711 | 3705 | 23 | 37 | 3 |
| 547205 | 0 | 8 | 790 | 5013 | 22 | 35 | 2 |
| 888942 | 10 | 6 | 701 | 3817 | 27 | 27 | 2 |
| 394878 | 12 | 4 | 532 | 2662 | 16 | 36 | 3 |
| 207967 | 19 | 5 | 516 | 2036 | 24 | 40 | 2 |
| 492165 | 28 | 3 | 487 | 2133 | 23 | 28 | 3 |
| 492918 | 6 | 5 | 626 | 3828 | 23 | 35 | 1 |
| 882604 | 12 | 6 | 619 | 3491 | 21 | 29 | 2 |
| 468202 | 3 | 8 | 785 | 3798 | 25 | 42 | 1 |
| 240088 | 5 | 6 | 660 | 4439 | 17 | 43 | 2 |
| 890107 | 29 | 5 | 474 | 1670 | 24 | 44 | 3 |
| 668821 | 3 | 6 | 826 | 4318 | 18 | 42 | 1 |
| 566858 | 4 | 5 | 731 | 4792 | 21 | 40 | 2 |
| 851205 | 14 | 4 | 523 | 2989 | 27 | 31 | 3 |
| 452357 | 6 | 7 | 806 | 4382 | 20 | 31 | 2 |
| 568492 | 6 | 6 | 565 | 3178 | 19 | 41 | 1 |
| 752701 | 8 | 8 | 694 | 3910 | 22 | 34 | 3 |
| 870175 | 20 | 4 | 476 | 2036 | 24 | 37 | 3 |
| 889868 | 7 | 7 | 787 | 4177 | 24 | 33 | 2 |
| 280600 | 3 | 7 | 832 | 4345 | 20 | 42 | 2 |
| 383243 | 17 | 5 | 543 | 2673 | 20 | 40 | 2 |
| 247490 | 12 | 4 | 600 | 2990 | 19 | 35 | 1 |
| 189360 | 6 | 8 | 789 | 3564 | 19 | 43 | 3 |
| 347183 | 11 | 3 | 528 | 2995 | 19 | 35 | 3 |
| 337498 | 12 | 5 | 530 | 2943 | 21 | 44 | 3 |
| 895487 | 13 | 4 | 620 | 3393 | 16 | 36 | 3 |
| 245112 | 20 | 5 | 517 | 2189 | 25 | 36 | 1 |
| 834030 | 3 | 8 | 803 | 4451 | 21 | 43 | 2 |
| 231762 | 23 | 3 | 482 | 1849 | 23 | 44 | 2 |
| 505225 | 1 | 6 | 751 | 4775 | 26 | 37 | 1 |
| 525546 | 4 | 8 | 770 | 4587 | 27 | 35 | 2 |
| 561397 | 15 | 6 | 582 | 2866 | 26 | 26 | 3 |
| 378241 | 3 | 8 | 704 | 4619 | 24 | 40 | 2 |
| 333250 | 4 | 7 | 765 | 4535 | 27 | 41 | 2 |
| 109378 | 19 | 4 | 509 | 1982 | 23 | 35 | 2 |
| 566994 | 10 | 3 | 473 | 2354 | 26 | 42 | 2 |
| 849787 | 26 | 4 | 505 | 2218 | 21 | 26 | 1 |
| 688110 | 6 | 6 | 615 | 3350 | 23 | 41 | 2 |
| 900707 | 12 | 7 | 621 | 3604 | 26 | 32 | 1 |
| 521465 | 16 | 3 | 522 | 2343 | 25 | 36 | 2 |