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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,101 | 3 | Graduate | No | 9,000,000 | 22,700,000 | 16 | 793 | 11,700,000 | 10,800,000 | 35,000,000 | 7,000,000 | Approved |
4,102 | 4 | Graduate | No | 400,000 | 800,000 | 16 | 685 | 500,000 | 300,000 | 1,300,000 | 600,000 | Approved |
4,103 | 2 | Not Graduate | Yes | 3,300,000 | 10,700,000 | 8 | 806 | 5,700,000 | 600,000 | 11,500,000 | 4,900,000 | Approved |
4,104 | 1 | Not Graduate | No | 6,300,000 | 17,800,000 | 12 | 770 | 6,000,000 | 3,000,000 | 17,000,000 | 3,200,000 | Approved |
4,105 | 0 | Not Graduate | No | 7,000,000 | 23,600,000 | 14 | 663 | 13,800,000 | 9,100,000 | 21,300,000 | 7,200,000 | Approved |
4,106 | 2 | Graduate | Yes | 2,100,000 | 8,100,000 | 4 | 592 | 2,000,000 | 2,500,000 | 7,900,000 | 2,700,000 | Approved |
4,107 | 3 | Not Graduate | No | 7,600,000 | 26,300,000 | 18 | 580 | 19,100,000 | 14,600,000 | 25,500,000 | 5,100,000 | Approved |
4,108 | 1 | Graduate | No | 8,200,000 | 17,500,000 | 4 | 609 | 4,500,000 | 5,600,000 | 24,100,000 | 7,700,000 | Approved |
4,109 | 3 | Not Graduate | Yes | 9,200,000 | 23,200,000 | 8 | 380 | 13,100,000 | 15,500,000 | 18,900,000 | 6,100,000 | Rejected |
4,110 | 3 | Graduate | No | 3,800,000 | 12,100,000 | 20 | 364 | 4,100,000 | 5,100,000 | 11,600,000 | 3,000,000 | Rejected |
4,111 | 1 | Graduate | No | 3,200,000 | 8,900,000 | 12 | 866 | 5,100,000 | 700,000 | 9,900,000 | 2,400,000 | Approved |
4,112 | 4 | Not Graduate | No | 9,700,000 | 31,700,000 | 10 | 342 | 700,000 | 100,000 | 36,700,000 | 12,000,000 | Rejected |
4,113 | 5 | Graduate | No | 4,700,000 | 14,400,000 | 16 | 884 | 9,900,000 | 4,400,000 | 9,300,000 | 3,800,000 | Approved |
4,114 | 4 | Graduate | Yes | 3,800,000 | 12,500,000 | 18 | 859 | 3,900,000 | 4,600,000 | 8,200,000 | 2,700,000 | Approved |
4,115 | 4 | Graduate | No | 400,000 | 1,000,000 | 20 | 692 | 500,000 | 400,000 | 1,600,000 | 200,000 | Approved |
4,116 | 4 | Not Graduate | Yes | 3,200,000 | 6,800,000 | 16 | 675 | 8,000,000 | 1,900,000 | 6,800,000 | 4,000,000 | Approved |
4,117 | 5 | Graduate | Yes | 3,900,000 | 12,700,000 | 8 | 886 | 3,500,000 | 5,800,000 | 14,900,000 | 5,400,000 | Approved |
4,118 | 1 | Graduate | Yes | 3,500,000 | 13,100,000 | 10 | 477 | 3,200,000 | 6,200,000 | 7,500,000 | 3,100,000 | Rejected |
4,119 | 2 | Graduate | No | 2,200,000 | 8,300,000 | 6 | 596 | 4,700,000 | 3,000,000 | 8,500,000 | 1,800,000 | Approved |
4,120 | 4 | Not Graduate | No | 6,400,000 | 19,700,000 | 20 | 400 | 2,300,000 | 6,100,000 | 20,100,000 | 6,200,000 | Rejected |
4,121 | 3 | Graduate | No | 9,100,000 | 19,900,000 | 2 | 711 | 2,200,000 | 17,900,000 | 24,300,000 | 13,000,000 | Approved |
4,122 | 0 | Not Graduate | Yes | 3,300,000 | 8,900,000 | 2 | 418 | 4,200,000 | 6,000,000 | 9,300,000 | 3,700,000 | Rejected |
4,123 | 3 | Graduate | No | 7,800,000 | 21,800,000 | 8 | 517 | 7,700,000 | 5,100,000 | 19,500,000 | 9,100,000 | Rejected |
4,124 | 0 | Not Graduate | Yes | 6,200,000 | 16,200,000 | 6 | 508 | 5,600,000 | 5,700,000 | 21,500,000 | 3,600,000 | Rejected |
4,125 | 3 | Not Graduate | Yes | 7,000,000 | 26,100,000 | 18 | 689 | 17,200,000 | 5,700,000 | 20,500,000 | 5,900,000 | Approved |
4,126 | 0 | Graduate | No | 9,200,000 | 28,200,000 | 12 | 455 | 19,200,000 | 6,400,000 | 34,700,000 | 5,900,000 | Rejected |
4,127 | 5 | Not Graduate | Yes | 7,500,000 | 20,800,000 | 6 | 617 | 100,000 | 14,200,000 | 19,300,000 | 8,200,000 | Approved |
4,128 | 2 | Graduate | No | 5,300,000 | 13,200,000 | 10 | 500 | 4,700,000 | 9,800,000 | 20,400,000 | 2,900,000 | Rejected |
4,129 | 5 | Not Graduate | Yes | 6,800,000 | 22,800,000 | 14 | 382 | 17,600,000 | 700,000 | 21,700,000 | 5,800,000 | Rejected |
4,130 | 1 | Not Graduate | No | 7,900,000 | 20,800,000 | 18 | 538 | 10,000,000 | 9,700,000 | 29,900,000 | 10,600,000 | Rejected |
4,131 | 0 | Not Graduate | Yes | 6,200,000 | 14,900,000 | 8 | 855 | -100,000 | 7,200,000 | 14,200,000 | 8,200,000 | Approved |
4,132 | 1 | Graduate | No | 1,000,000 | 3,000,000 | 18 | 614 | 1,800,000 | 1,700,000 | 3,700,000 | 700,000 | Approved |
4,133 | 2 | Graduate | Yes | 7,800,000 | 25,400,000 | 10 | 513 | 22,100,000 | 600,000 | 23,500,000 | 9,800,000 | Rejected |
4,134 | 5 | Graduate | Yes | 3,000,000 | 8,800,000 | 14 | 402 | 5,600,000 | 5,300,000 | 8,600,000 | 4,200,000 | Rejected |
4,135 | 5 | Graduate | Yes | 5,700,000 | 15,000,000 | 20 | 819 | 15,500,000 | 9,800,000 | 14,100,000 | 3,400,000 | Approved |
4,136 | 4 | Not Graduate | No | 6,600,000 | 25,400,000 | 12 | 622 | 9,200,000 | 3,500,000 | 19,900,000 | 7,500,000 | Approved |
4,137 | 4 | Graduate | Yes | 7,100,000 | 18,200,000 | 4 | 790 | 2,500,000 | 2,200,000 | 25,500,000 | 9,600,000 | Approved |
4,138 | 3 | Graduate | Yes | 1,300,000 | 4,800,000 | 14 | 808 | 3,100,000 | 2,000,000 | 5,100,000 | 1,500,000 | Approved |
4,139 | 2 | Not Graduate | No | 5,200,000 | 16,800,000 | 18 | 369 | 5,400,000 | 8,600,000 | 17,000,000 | 6,800,000 | Rejected |
4,140 | 3 | Graduate | No | 5,600,000 | 20,300,000 | 4 | 330 | 16,100,000 | 5,100,000 | 15,300,000 | 4,200,000 | Approved |
4,141 | 2 | Graduate | No | 7,100,000 | 16,500,000 | 14 | 857 | 3,700,000 | 10,700,000 | 18,500,000 | 8,200,000 | Approved |
4,142 | 2 | Graduate | No | 5,100,000 | 19,100,000 | 8 | 457 | 13,200,000 | 5,100,000 | 16,400,000 | 7,600,000 | Rejected |
4,143 | 3 | Not Graduate | Yes | 7,600,000 | 29,300,000 | 8 | 843 | 21,500,000 | 3,000,000 | 22,800,000 | 11,200,000 | Approved |
4,144 | 0 | Graduate | Yes | 2,500,000 | 5,400,000 | 6 | 463 | 1,900,000 | 3,500,000 | 8,200,000 | 1,800,000 | Rejected |
4,145 | 3 | Graduate | No | 6,900,000 | 22,800,000 | 16 | 582 | 17,700,000 | 2,200,000 | 23,500,000 | 4,400,000 | Approved |
4,146 | 0 | Graduate | No | 3,100,000 | 6,500,000 | 2 | 391 | 100,000 | 3,800,000 | 9,900,000 | 2,400,000 | Rejected |
4,147 | 2 | Graduate | Yes | 9,700,000 | 35,100,000 | 20 | 612 | 13,400,000 | 13,500,000 | 38,200,000 | 6,500,000 | Approved |
4,148 | 0 | Not Graduate | Yes | 5,800,000 | 12,600,000 | 2 | 859 | 13,500,000 | 4,700,000 | 21,200,000 | 4,500,000 | Approved |
4,149 | 4 | Not Graduate | No | 7,600,000 | 18,600,000 | 18 | 779 | 9,100,000 | 5,600,000 | 15,200,000 | 10,000,000 | Approved |
4,150 | 5 | Not Graduate | No | 700,000 | 2,800,000 | 2 | 561 | 900,000 | 400,000 | 1,900,000 | 800,000 | Approved |
4,151 | 3 | Graduate | No | 2,300,000 | 5,600,000 | 18 | 420 | 1,300,000 | 600,000 | 6,700,000 | 2,100,000 | Rejected |
4,152 | 3 | Not Graduate | No | 1,600,000 | 3,300,000 | 8 | 609 | 4,700,000 | 100,000 | 6,000,000 | 800,000 | Approved |
4,153 | 4 | Not Graduate | No | 8,100,000 | 19,300,000 | 14 | 821 | 16,500,000 | 8,500,000 | 25,800,000 | 8,300,000 | Approved |
4,154 | 1 | Graduate | No | 7,700,000 | 17,100,000 | 14 | 603 | 11,100,000 | 12,100,000 | 30,300,000 | 7,100,000 | Approved |
4,155 | 4 | Graduate | No | 1,500,000 | 3,400,000 | 10 | 778 | 3,800,000 | 300,000 | 4,000,000 | 2,200,000 | Approved |
4,156 | 3 | Not Graduate | No | 7,400,000 | 23,500,000 | 2 | 460 | 20,600,000 | 12,200,000 | 25,900,000 | 9,200,000 | Approved |
4,157 | 4 | Not Graduate | Yes | 8,900,000 | 27,100,000 | 18 | 363 | 7,800,000 | 9,600,000 | 25,400,000 | 12,700,000 | Rejected |
4,158 | 0 | Graduate | No | 2,400,000 | 5,300,000 | 16 | 482 | 5,500,000 | 4,200,000 | 8,400,000 | 2,600,000 | Rejected |
4,159 | 5 | Graduate | No | 5,600,000 | 20,300,000 | 4 | 772 | 10,600,000 | 6,000,000 | 13,600,000 | 7,600,000 | Approved |
4,160 | 4 | Graduate | No | 5,900,000 | 14,400,000 | 6 | 745 | 15,300,000 | 5,100,000 | 16,500,000 | 3,000,000 | Approved |
4,161 | 1 | Graduate | No | 1,600,000 | 3,300,000 | 2 | 513 | 400,000 | 1,300,000 | 4,600,000 | 2,200,000 | Rejected |
4,162 | 5 | Not Graduate | No | 1,100,000 | 4,000,000 | 2 | 362 | 1,800,000 | 1,300,000 | 3,500,000 | 1,100,000 | Approved |
4,163 | 2 | Graduate | Yes | 6,600,000 | 25,600,000 | 6 | 740 | 10,900,000 | 1,900,000 | 18,900,000 | 9,200,000 | Approved |
4,164 | 3 | Graduate | No | 8,900,000 | 24,400,000 | 10 | 774 | 11,200,000 | 6,100,000 | 31,400,000 | 7,300,000 | Approved |
4,165 | 1 | Graduate | Yes | 6,400,000 | 16,400,000 | 20 | 555 | 6,000,000 | 2,500,000 | 20,100,000 | 7,400,000 | Approved |
4,166 | 4 | Not Graduate | Yes | 8,200,000 | 17,300,000 | 12 | 588 | 9,700,000 | 1,200,000 | 20,700,000 | 4,800,000 | Approved |
4,167 | 1 | Graduate | No | 500,000 | 1,300,000 | 14 | 619 | 1,500,000 | 100,000 | 2,000,000 | 500,000 | Approved |
4,168 | 0 | Graduate | No | 9,700,000 | 31,600,000 | 18 | 607 | 24,300,000 | 7,900,000 | 32,400,000 | 7,500,000 | Approved |
4,169 | 3 | Not Graduate | Yes | 7,100,000 | 16,700,000 | 4 | 435 | 1,700,000 | 9,600,000 | 24,300,000 | 6,200,000 | Rejected |
4,170 | 4 | Not Graduate | Yes | 1,400,000 | 3,400,000 | 14 | 835 | 3,100,000 | 100,000 | 4,100,000 | 2,100,000 | Approved |
4,171 | 1 | Not Graduate | No | 7,200,000 | 28,100,000 | 14 | 767 | 10,000,000 | 10,400,000 | 27,500,000 | 4,000,000 | Approved |
4,172 | 1 | Graduate | Yes | 8,400,000 | 26,200,000 | 14 | 643 | 19,400,000 | 11,500,000 | 17,900,000 | 6,900,000 | Approved |
4,173 | 4 | Not Graduate | No | 4,300,000 | 13,900,000 | 2 | 894 | 10,100,000 | 100,000 | 8,600,000 | 3,300,000 | Approved |
4,174 | 0 | Not Graduate | Yes | 8,800,000 | 29,800,000 | 8 | 343 | 20,000,000 | 4,900,000 | 33,300,000 | 12,200,000 | Rejected |
4,175 | 4 | Not Graduate | No | 4,000,000 | 15,100,000 | 8 | 800 | 8,700,000 | 6,900,000 | 12,200,000 | 4,400,000 | Approved |
4,176 | 3 | Not Graduate | Yes | 6,900,000 | 17,900,000 | 18 | 494 | 7,700,000 | 11,200,000 | 15,400,000 | 8,700,000 | Rejected |
4,177 | 4 | Graduate | No | 9,600,000 | 33,000,000 | 14 | 336 | 5,800,000 | 8,500,000 | 30,100,000 | 4,900,000 | Rejected |
4,178 | 2 | Not Graduate | No | 6,900,000 | 16,500,000 | 16 | 785 | 19,600,000 | 8,600,000 | 27,100,000 | 3,600,000 | Approved |
4,179 | 1 | Not Graduate | Yes | 3,600,000 | 13,400,000 | 16 | 732 | 5,200,000 | 6,700,000 | 7,300,000 | 3,300,000 | Approved |
4,180 | 2 | Not Graduate | No | 1,900,000 | 4,600,000 | 12 | 587 | 3,000,000 | 1,300,000 | 4,800,000 | 1,100,000 | Approved |
4,181 | 3 | Not Graduate | Yes | 9,700,000 | 30,800,000 | 18 | 471 | 12,700,000 | 3,800,000 | 37,300,000 | 10,400,000 | Rejected |
4,182 | 2 | Not Graduate | No | 1,200,000 | 4,100,000 | 8 | 497 | 2,700,000 | 700,000 | 3,700,000 | 1,300,000 | Rejected |
4,183 | 1 | Not Graduate | No | 400,000 | 1,600,000 | 16 | 784 | 800,000 | 700,000 | 700,000 | 100,000 | Approved |
4,184 | 2 | Graduate | No | 6,600,000 | 21,500,000 | 18 | 471 | 13,700,000 | 9,800,000 | 17,100,000 | 4,800,000 | Rejected |
4,185 | 2 | Graduate | No | 1,500,000 | 3,300,000 | 4 | 763 | 300,000 | 1,200,000 | 5,400,000 | 700,000 | Approved |
4,186 | 4 | Not Graduate | No | 3,500,000 | 9,500,000 | 2 | 655 | 9,900,000 | 6,600,000 | 9,400,000 | 3,100,000 | Approved |
4,187 | 3 | Not Graduate | Yes | 4,000,000 | 8,600,000 | 4 | 667 | 11,500,000 | 6,300,000 | 15,300,000 | 3,500,000 | Approved |
4,188 | 3 | Not Graduate | No | 4,100,000 | 14,100,000 | 8 | 367 | 900,000 | 800,000 | 8,900,000 | 5,300,000 | Rejected |
4,189 | 4 | Graduate | No | 5,800,000 | 18,500,000 | 16 | 436 | 1,400,000 | 5,500,000 | 17,100,000 | 6,500,000 | Rejected |
4,190 | 4 | Graduate | Yes | 8,600,000 | 23,300,000 | 12 | 785 | 18,800,000 | 3,800,000 | 23,500,000 | 4,500,000 | Approved |
4,191 | 2 | Graduate | No | 4,500,000 | 11,400,000 | 10 | 388 | 11,600,000 | 3,000,000 | 14,300,000 | 2,900,000 | Rejected |
4,192 | 2 | Graduate | Yes | 9,900,000 | 37,300,000 | 8 | 385 | 600,000 | 900,000 | 27,400,000 | 14,200,000 | Rejected |
4,193 | 1 | Not Graduate | Yes | 3,200,000 | 8,100,000 | 10 | 670 | 9,100,000 | 3,800,000 | 9,200,000 | 1,900,000 | Approved |
4,194 | 5 | Graduate | Yes | 8,900,000 | 19,100,000 | 20 | 329 | 13,300,000 | 11,400,000 | 29,500,000 | 10,000,000 | Rejected |
4,195 | 5 | Not Graduate | Yes | 2,100,000 | 4,900,000 | 12 | 651 | 2,500,000 | 2,100,000 | 6,100,000 | 1,800,000 | Approved |
4,196 | 1 | Graduate | No | 7,100,000 | 26,000,000 | 16 | 727 | 4,300,000 | 9,500,000 | 18,900,000 | 8,900,000 | Approved |
4,197 | 2 | Graduate | Yes | 7,800,000 | 28,900,000 | 14 | 646 | 1,800,000 | 1,800,000 | 17,700,000 | 11,000,000 | Approved |
4,198 | 3 | Not Graduate | Yes | 8,600,000 | 23,200,000 | 12 | 894 | 22,100,000 | 13,900,000 | 29,200,000 | 4,500,000 | Approved |
4,199 | 3 | Graduate | Yes | 5,100,000 | 17,000,000 | 10 | 477 | 1,700,000 | 3,300,000 | 13,700,000 | 6,300,000 | Rejected |
4,200 | 5 | Not Graduate | No | 600,000 | 2,000,000 | 20 | 811 | 300,000 | 400,000 | 1,900,000 | 600,000 | Approved |