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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,201 | 0 | Graduate | Yes | 6,600,000 | 21,200,000 | 18 | 377 | 1,000,000 | 9,600,000 | 14,800,000 | 9,500,000 | Rejected |
4,202 | 0 | Not Graduate | Yes | 4,700,000 | 17,000,000 | 18 | 802 | 3,600,000 | 1,600,000 | 17,800,000 | 2,700,000 | Approved |
4,203 | 2 | Graduate | Yes | 7,700,000 | 19,700,000 | 14 | 885 | 19,900,000 | 14,600,000 | 22,000,000 | 8,000,000 | Approved |
4,204 | 4 | Graduate | Yes | 6,400,000 | 21,900,000 | 6 | 437 | 7,000,000 | 10,000,000 | 24,600,000 | 4,100,000 | Rejected |
4,205 | 2 | Graduate | No | 1,100,000 | 2,500,000 | 20 | 615 | 2,800,000 | 1,700,000 | 2,300,000 | 1,300,000 | Approved |
4,206 | 2 | Not Graduate | No | 8,900,000 | 17,800,000 | 20 | 603 | 3,300,000 | 17,600,000 | 29,000,000 | 13,100,000 | Approved |
4,207 | 0 | Not Graduate | Yes | 2,100,000 | 8,300,000 | 20 | 765 | -100,000 | 3,600,000 | 7,700,000 | 2,100,000 | Approved |
4,208 | 4 | Not Graduate | Yes | 2,300,000 | 5,800,000 | 8 | 469 | 6,100,000 | 4,200,000 | 7,900,000 | 2,400,000 | Rejected |
4,209 | 3 | Graduate | No | 8,300,000 | 17,700,000 | 16 | 848 | 10,500,000 | 1,100,000 | 18,700,000 | 5,900,000 | Approved |
4,210 | 4 | Graduate | No | 900,000 | 2,700,000 | 20 | 327 | 400,000 | 1,200,000 | 2,200,000 | 1,200,000 | Rejected |
4,211 | 3 | Not Graduate | Yes | 9,200,000 | 35,000,000 | 4 | 716 | 1,100,000 | 10,200,000 | 33,600,000 | 11,400,000 | Approved |
4,212 | 3 | Graduate | No | 9,800,000 | 28,300,000 | 2 | 715 | 19,500,000 | 9,600,000 | 28,800,000 | 9,200,000 | Approved |
4,213 | 0 | Not Graduate | No | 200,000 | 600,000 | 12 | 683 | 400,000 | 200,000 | 400,000 | 0 | Approved |
4,214 | 2 | Not Graduate | Yes | 3,200,000 | 9,700,000 | 6 | 737 | 7,300,000 | 3,500,000 | 9,700,000 | 2,600,000 | Approved |
4,215 | 5 | Not Graduate | No | 7,800,000 | 27,000,000 | 6 | 728 | 4,400,000 | 13,100,000 | 18,500,000 | 7,400,000 | Approved |
4,216 | 1 | Graduate | No | 8,300,000 | 30,000,000 | 18 | 350 | 12,800,000 | 10,800,000 | 23,800,000 | 9,400,000 | Rejected |
4,217 | 1 | Graduate | Yes | 2,100,000 | 5,200,000 | 14 | 802 | 100,000 | 600,000 | 6,400,000 | 2,500,000 | Approved |
4,218 | 5 | Not Graduate | Yes | 400,000 | 1,400,000 | 4 | 483 | 1,100,000 | 700,000 | 800,000 | 100,000 | Approved |
4,219 | 3 | Graduate | Yes | 7,700,000 | 21,800,000 | 18 | 684 | 100,000 | 600,000 | 15,600,000 | 5,500,000 | Approved |
4,220 | 4 | Graduate | Yes | 5,600,000 | 16,500,000 | 20 | 692 | 14,500,000 | 7,800,000 | 18,000,000 | 7,400,000 | Approved |
4,221 | 0 | Graduate | No | 8,400,000 | 31,000,000 | 4 | 783 | 19,000,000 | 13,300,000 | 30,600,000 | 6,900,000 | Approved |
4,222 | 3 | Graduate | Yes | 1,300,000 | 4,300,000 | 18 | 412 | 600,000 | 900,000 | 5,200,000 | 1,200,000 | Rejected |
4,223 | 0 | Not Graduate | No | 8,700,000 | 30,200,000 | 10 | 447 | 14,200,000 | 14,800,000 | 28,200,000 | 6,100,000 | Rejected |
4,224 | 0 | Not Graduate | No | 2,700,000 | 8,400,000 | 14 | 610 | 900,000 | 1,900,000 | 6,100,000 | 2,800,000 | Approved |
4,225 | 5 | Graduate | Yes | 800,000 | 1,800,000 | 8 | 881 | 300,000 | 1,100,000 | 2,600,000 | 400,000 | Approved |
4,226 | 5 | Graduate | Yes | 3,800,000 | 10,300,000 | 16 | 606 | 7,700,000 | 1,900,000 | 9,900,000 | 2,700,000 | Approved |
4,227 | 5 | Graduate | Yes | 700,000 | 2,600,000 | 2 | 869 | 1,100,000 | 500,000 | 1,400,000 | 500,000 | Approved |
4,228 | 4 | Graduate | Yes | 400,000 | 1,400,000 | 2 | 496 | 400,000 | 200,000 | 1,100,000 | 400,000 | Approved |
4,229 | 1 | Graduate | Yes | 3,200,000 | 9,300,000 | 6 | 483 | 6,700,000 | 1,900,000 | 7,800,000 | 3,600,000 | Rejected |
4,230 | 3 | Graduate | No | 7,500,000 | 22,200,000 | 8 | 741 | 6,600,000 | 6,900,000 | 17,600,000 | 11,000,000 | Approved |
4,231 | 2 | Not Graduate | No | 3,700,000 | 13,500,000 | 4 | 820 | 4,700,000 | 1,600,000 | 14,000,000 | 5,300,000 | Approved |
4,232 | 5 | Graduate | No | 3,300,000 | 9,100,000 | 18 | 697 | 8,800,000 | 1,800,000 | 11,300,000 | 2,600,000 | Approved |
4,233 | 1 | Graduate | Yes | 200,000 | 500,000 | 20 | 713 | 0 | 200,000 | 500,000 | 100,000 | Approved |
4,234 | 1 | Not Graduate | No | 7,100,000 | 17,000,000 | 6 | 754 | 1,100,000 | 500,000 | 27,000,000 | 6,800,000 | Approved |
4,235 | 3 | Not Graduate | Yes | 1,500,000 | 5,100,000 | 14 | 837 | 4,100,000 | 1,000,000 | 3,300,000 | 1,400,000 | Approved |
4,236 | 0 | Not Graduate | No | 3,000,000 | 6,500,000 | 2 | 691 | 7,800,000 | 4,500,000 | 8,900,000 | 2,500,000 | Approved |
4,237 | 3 | Graduate | Yes | 1,900,000 | 5,300,000 | 12 | 436 | 2,300,000 | 3,500,000 | 5,000,000 | 2,600,000 | Rejected |
4,238 | 0 | Not Graduate | No | 9,100,000 | 30,100,000 | 8 | 322 | 26,200,000 | 9,500,000 | 18,800,000 | 5,900,000 | Rejected |
4,239 | 0 | Not Graduate | No | 2,200,000 | 7,500,000 | 2 | 333 | 3,400,000 | 600,000 | 6,200,000 | 1,500,000 | Approved |
4,240 | 0 | Not Graduate | Yes | 8,400,000 | 23,000,000 | 14 | 455 | 400,000 | 13,400,000 | 29,800,000 | 9,400,000 | Rejected |
4,241 | 1 | Graduate | Yes | 400,000 | 700,000 | 10 | 787 | 1,000,000 | 200,000 | 1,600,000 | 500,000 | Approved |
4,242 | 2 | Graduate | Yes | 5,600,000 | 15,800,000 | 16 | 748 | 10,300,000 | 100,000 | 21,700,000 | 6,300,000 | Approved |
4,243 | 5 | Not Graduate | Yes | 8,200,000 | 27,100,000 | 4 | 643 | 15,400,000 | 7,700,000 | 21,300,000 | 4,100,000 | Approved |
4,244 | 0 | Not Graduate | Yes | 1,600,000 | 3,400,000 | 8 | 867 | -100,000 | 2,700,000 | 4,300,000 | 1,300,000 | Approved |
4,245 | 3 | Not Graduate | No | 1,800,000 | 5,600,000 | 20 | 860 | 1,900,000 | 1,700,000 | 4,300,000 | 900,000 | Approved |
4,246 | 5 | Not Graduate | Yes | 6,500,000 | 23,900,000 | 2 | 507 | 500,000 | 10,200,000 | 15,900,000 | 8,000,000 | Approved |
4,247 | 1 | Graduate | Yes | 3,100,000 | 11,500,000 | 4 | 871 | 1,500,000 | 2,400,000 | 7,100,000 | 3,600,000 | Approved |
4,248 | 3 | Not Graduate | No | 3,100,000 | 9,800,000 | 12 | 820 | 6,400,000 | 5,200,000 | 10,900,000 | 4,400,000 | Approved |
4,249 | 4 | Graduate | Yes | 5,300,000 | 14,500,000 | 4 | 352 | 12,600,000 | 4,900,000 | 10,500,000 | 3,500,000 | Rejected |
4,250 | 4 | Graduate | No | 1,100,000 | 4,000,000 | 14 | 887 | 2,400,000 | 1,500,000 | 4,200,000 | 1,600,000 | Approved |
4,251 | 1 | Graduate | Yes | 6,000,000 | 13,400,000 | 12 | 731 | 1,300,000 | 4,300,000 | 21,300,000 | 6,900,000 | Approved |
4,252 | 0 | Graduate | Yes | 6,100,000 | 14,600,000 | 18 | 645 | 14,500,000 | 200,000 | 23,000,000 | 4,600,000 | Approved |
4,253 | 3 | Not Graduate | No | 4,100,000 | 14,100,000 | 10 | 300 | 7,600,000 | 2,100,000 | 8,400,000 | 2,200,000 | Rejected |
4,254 | 5 | Graduate | Yes | 7,000,000 | 26,200,000 | 12 | 896 | 13,100,000 | 6,600,000 | 23,600,000 | 5,700,000 | Approved |
4,255 | 0 | Not Graduate | Yes | 8,900,000 | 27,700,000 | 6 | 372 | 18,200,000 | 14,900,000 | 33,700,000 | 6,100,000 | Rejected |
4,256 | 4 | Graduate | No | 4,800,000 | 12,000,000 | 6 | 441 | 8,400,000 | 1,300,000 | 18,200,000 | 3,200,000 | Rejected |
4,257 | 3 | Graduate | Yes | 7,400,000 | 18,300,000 | 4 | 348 | 14,300,000 | 12,600,000 | 17,900,000 | 9,800,000 | Rejected |
4,258 | 0 | Graduate | No | 9,700,000 | 27,500,000 | 18 | 343 | 13,400,000 | 16,500,000 | 20,000,000 | 8,200,000 | Rejected |
4,259 | 5 | Graduate | Yes | 9,700,000 | 22,600,000 | 16 | 346 | 23,500,000 | 12,900,000 | 26,800,000 | 13,000,000 | Rejected |
4,260 | 0 | Not Graduate | Yes | 4,500,000 | 11,500,000 | 14 | 509 | 13,400,000 | 2,300,000 | 15,400,000 | 5,900,000 | Rejected |
4,261 | 5 | Graduate | No | 8,800,000 | 29,300,000 | 10 | 560 | 16,800,000 | 13,900,000 | 31,100,000 | 9,900,000 | Approved |
4,262 | 3 | Graduate | Yes | 3,000,000 | 7,500,000 | 6 | 881 | 1,400,000 | 4,500,000 | 6,100,000 | 2,300,000 | Approved |
4,263 | 5 | Graduate | No | 1,300,000 | 3,000,000 | 20 | 540 | 1,000,000 | 2,300,000 | 3,200,000 | 1,900,000 | Rejected |
4,264 | 3 | Graduate | No | 5,000,000 | 12,700,000 | 14 | 865 | 4,700,000 | 8,100,000 | 19,500,000 | 6,300,000 | Approved |
4,265 | 5 | Graduate | Yes | 1,000,000 | 2,300,000 | 12 | 317 | 2,800,000 | 500,000 | 3,300,000 | 800,000 | Rejected |
4,266 | 0 | Not Graduate | Yes | 3,300,000 | 11,300,000 | 20 | 559 | 4,200,000 | 2,900,000 | 11,000,000 | 1,900,000 | Approved |
4,267 | 2 | Not Graduate | No | 6,500,000 | 23,900,000 | 18 | 457 | 1,200,000 | 12,400,000 | 18,100,000 | 7,300,000 | Rejected |
4,268 | 1 | Not Graduate | No | 4,100,000 | 12,800,000 | 8 | 780 | 8,200,000 | 700,000 | 14,100,000 | 5,800,000 | Approved |
4,269 | 1 | Graduate | No | 9,200,000 | 29,700,000 | 10 | 607 | 17,800,000 | 11,800,000 | 35,700,000 | 12,000,000 | Approved |