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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
201 | 4 | Not Graduate | Yes | 9,800,000 | 21,200,000 | 20 | 355 | 22,000,000 | 8,900,000 | 31,800,000 | 14,400,000 | Rejected |
202 | 2 | Not Graduate | Yes | 3,800,000 | 8,900,000 | 16 | 389 | 200,000 | 5,600,000 | 12,200,000 | 2,200,000 | Rejected |
203 | 2 | Graduate | No | 500,000 | 1,500,000 | 2 | 888 | 1,500,000 | 300,000 | 1,500,000 | 600,000 | Approved |
204 | 2 | Graduate | Yes | 6,900,000 | 15,600,000 | 6 | 352 | 13,000,000 | 5,300,000 | 22,600,000 | 10,000,000 | Rejected |
205 | 4 | Not Graduate | Yes | 9,600,000 | 30,100,000 | 12 | 870 | 300,000 | 6,700,000 | 38,200,000 | 5,600,000 | Approved |
206 | 3 | Not Graduate | No | 2,900,000 | 6,500,000 | 18 | 827 | 8,300,000 | 600,000 | 10,400,000 | 3,200,000 | Approved |
207 | 2 | Graduate | No | 9,800,000 | 20,900,000 | 12 | 768 | 3,400,000 | 10,200,000 | 38,600,000 | 13,400,000 | Approved |
208 | 0 | Graduate | No | 7,100,000 | 15,400,000 | 18 | 707 | 10,300,000 | 10,800,000 | 19,600,000 | 5,800,000 | Approved |
209 | 1 | Not Graduate | Yes | 7,700,000 | 19,100,000 | 10 | 355 | 11,300,000 | 4,900,000 | 21,900,000 | 6,600,000 | Rejected |
210 | 3 | Graduate | No | 1,400,000 | 3,300,000 | 2 | 652 | 100,000 | 2,100,000 | 3,500,000 | 1,900,000 | Approved |
211 | 3 | Graduate | No | 7,800,000 | 15,900,000 | 2 | 665 | 14,400,000 | 900,000 | 27,200,000 | 5,400,000 | Approved |
212 | 5 | Not Graduate | Yes | 1,700,000 | 6,000,000 | 18 | 420 | 500,000 | 1,600,000 | 3,700,000 | 2,300,000 | Rejected |
213 | 2 | Not Graduate | No | 8,500,000 | 32,700,000 | 18 | 471 | 12,600,000 | 9,400,000 | 33,900,000 | 12,500,000 | Rejected |
214 | 5 | Not Graduate | No | 1,900,000 | 7,500,000 | 20 | 715 | 5,100,000 | 2,800,000 | 6,500,000 | 2,800,000 | Approved |
215 | 2 | Not Graduate | Yes | 6,700,000 | 15,200,000 | 10 | 689 | 0 | 8,200,000 | 15,000,000 | 6,800,000 | Approved |
216 | 3 | Graduate | Yes | 6,900,000 | 16,400,000 | 4 | 787 | 11,100,000 | 6,100,000 | 26,400,000 | 3,800,000 | Approved |
217 | 2 | Graduate | No | 2,600,000 | 7,800,000 | 4 | 819 | 3,100,000 | 4,300,000 | 5,700,000 | 1,500,000 | Approved |
218 | 4 | Graduate | Yes | 9,600,000 | 21,100,000 | 6 | 809 | 16,100,000 | 9,500,000 | 34,700,000 | 8,700,000 | Approved |
219 | 1 | Not Graduate | Yes | 6,800,000 | 17,000,000 | 2 | 744 | 15,500,000 | 3,900,000 | 23,700,000 | 3,500,000 | Approved |
220 | 0 | Not Graduate | No | 3,200,000 | 11,300,000 | 6 | 484 | 3,500,000 | 5,500,000 | 8,500,000 | 2,100,000 | Rejected |
221 | 4 | Not Graduate | No | 2,900,000 | 10,400,000 | 6 | 673 | 5,100,000 | 1,700,000 | 10,600,000 | 1,700,000 | Approved |
222 | 3 | Graduate | Yes | 7,900,000 | 21,200,000 | 18 | 695 | 13,800,000 | 10,600,000 | 21,800,000 | 4,900,000 | Approved |
223 | 4 | Not Graduate | Yes | 3,900,000 | 12,400,000 | 12 | 473 | 6,400,000 | 4,700,000 | 13,100,000 | 3,800,000 | Rejected |
224 | 4 | Graduate | Yes | 4,600,000 | 11,000,000 | 2 | 491 | 9,000,000 | 4,000,000 | 16,100,000 | 3,500,000 | Rejected |
225 | 3 | Not Graduate | Yes | 700,000 | 1,700,000 | 8 | 733 | 1,200,000 | 800,000 | 2,400,000 | 500,000 | Approved |
226 | 0 | Not Graduate | No | 5,200,000 | 15,600,000 | 20 | 434 | 14,100,000 | 5,800,000 | 18,100,000 | 5,500,000 | Rejected |
227 | 3 | Not Graduate | Yes | 5,900,000 | 20,600,000 | 10 | 777 | 1,900,000 | 4,600,000 | 21,200,000 | 6,400,000 | Approved |
228 | 4 | Graduate | No | 7,200,000 | 19,100,000 | 4 | 774 | 9,400,000 | 7,000,000 | 17,900,000 | 3,600,000 | Approved |
229 | 1 | Not Graduate | Yes | 8,700,000 | 27,000,000 | 10 | 717 | 25,500,000 | 8,600,000 | 17,500,000 | 9,100,000 | Approved |
230 | 3 | Not Graduate | Yes | 1,100,000 | 3,500,000 | 12 | 503 | 3,000,000 | 400,000 | 2,200,000 | 1,200,000 | Rejected |
231 | 1 | Graduate | Yes | 4,000,000 | 10,900,000 | 14 | 598 | 3,600,000 | 6,600,000 | 13,600,000 | 4,400,000 | Approved |
232 | 2 | Graduate | No | 9,800,000 | 32,400,000 | 2 | 543 | 24,200,000 | 17,500,000 | 25,700,000 | 7,700,000 | Approved |
233 | 0 | Not Graduate | Yes | 2,700,000 | 6,800,000 | 20 | 796 | 700,000 | 4,200,000 | 7,000,000 | 1,900,000 | Approved |
234 | 3 | Not Graduate | Yes | 8,800,000 | 34,600,000 | 8 | 386 | 14,800,000 | 16,500,000 | 18,400,000 | 6,000,000 | Rejected |
235 | 5 | Not Graduate | Yes | 3,300,000 | 7,800,000 | 16 | 632 | 8,500,000 | 500,000 | 7,100,000 | 4,900,000 | Approved |
236 | 1 | Graduate | Yes | 6,900,000 | 23,400,000 | 4 | 481 | 18,700,000 | 1,100,000 | 23,400,000 | 10,200,000 | Approved |
237 | 3 | Graduate | Yes | 900,000 | 3,500,000 | 4 | 770 | 700,000 | 0 | 2,000,000 | 600,000 | Rejected |
238 | 3 | Graduate | Yes | 4,100,000 | 15,500,000 | 6 | 667 | 2,800,000 | 1,600,000 | 14,700,000 | 4,000,000 | Approved |
239 | 3 | Not Graduate | Yes | 4,700,000 | 17,500,000 | 8 | 585 | 1,200,000 | 3,100,000 | 9,600,000 | 4,900,000 | Approved |
240 | 5 | Graduate | Yes | 3,400,000 | 11,600,000 | 16 | 479 | 9,200,000 | 5,700,000 | 11,200,000 | 2,400,000 | Rejected |
241 | 2 | Graduate | No | 9,600,000 | 22,500,000 | 18 | 851 | 7,400,000 | 16,200,000 | 24,300,000 | 12,700,000 | Approved |
242 | 3 | Not Graduate | Yes | 7,000,000 | 16,200,000 | 6 | 378 | 20,000,000 | 12,600,000 | 20,300,000 | 5,500,000 | Rejected |
243 | 5 | Graduate | No | 5,700,000 | 12,900,000 | 18 | 807 | 4,100,000 | 900,000 | 18,600,000 | 5,500,000 | Approved |
244 | 1 | Not Graduate | Yes | 8,200,000 | 32,400,000 | 18 | 831 | 22,800,000 | 12,300,000 | 17,700,000 | 7,800,000 | Approved |
245 | 2 | Not Graduate | No | 2,100,000 | 5,100,000 | 12 | 674 | 2,200,000 | 3,200,000 | 6,400,000 | 2,400,000 | Approved |
246 | 1 | Not Graduate | Yes | 8,000,000 | 28,100,000 | 18 | 725 | 1,900,000 | 12,800,000 | 23,000,000 | 7,500,000 | Approved |
247 | 2 | Not Graduate | No | 8,000,000 | 29,300,000 | 4 | 600 | 16,500,000 | 13,200,000 | 29,400,000 | 6,500,000 | Approved |
248 | 0 | Not Graduate | Yes | 9,400,000 | 27,000,000 | 10 | 536 | 4,400,000 | 1,700,000 | 33,800,000 | 4,800,000 | Rejected |
249 | 0 | Graduate | No | 8,400,000 | 20,600,000 | 10 | 477 | 1,500,000 | 1,500,000 | 25,000,000 | 11,900,000 | Rejected |
250 | 1 | Not Graduate | Yes | 1,900,000 | 5,000,000 | 6 | 560 | 1,000,000 | 1,900,000 | 6,300,000 | 1,400,000 | Approved |
251 | 0 | Not Graduate | Yes | 4,200,000 | 16,400,000 | 20 | 539 | 9,500,000 | 2,100,000 | 11,400,000 | 3,100,000 | Rejected |
252 | 5 | Graduate | No | 2,600,000 | 9,100,000 | 8 | 852 | 3,700,000 | 700,000 | 10,300,000 | 3,300,000 | Approved |
253 | 3 | Not Graduate | No | 3,700,000 | 8,500,000 | 20 | 853 | 8,300,000 | 5,700,000 | 7,500,000 | 4,900,000 | Approved |
254 | 0 | Graduate | No | 8,800,000 | 30,900,000 | 12 | 729 | 1,700,000 | 700,000 | 25,700,000 | 11,400,000 | Approved |
255 | 2 | Not Graduate | No | 2,100,000 | 4,700,000 | 2 | 546 | 6,000,000 | 3,200,000 | 5,700,000 | 1,500,000 | Rejected |
256 | 3 | Graduate | Yes | 900,000 | 2,400,000 | 10 | 489 | 800,000 | 0 | 2,800,000 | 500,000 | Rejected |
257 | 3 | Graduate | Yes | 9,800,000 | 35,400,000 | 6 | 869 | 14,400,000 | 16,400,000 | 22,800,000 | 10,300,000 | Approved |
258 | 2 | Not Graduate | No | 8,000,000 | 20,000,000 | 2 | 502 | 4,100,000 | 2,200,000 | 31,600,000 | 9,900,000 | Rejected |
259 | 0 | Graduate | No | 9,800,000 | 38,800,000 | 8 | 652 | 23,200,000 | 19,000,000 | 29,700,000 | 5,400,000 | Approved |
260 | 0 | Not Graduate | Yes | 300,000 | 1,100,000 | 8 | 789 | 400,000 | 100,000 | 800,000 | 400,000 | Approved |
261 | 4 | Not Graduate | No | 2,700,000 | 8,100,000 | 4 | 325 | 5,000,000 | 800,000 | 9,900,000 | 3,400,000 | Approved |
262 | 3 | Graduate | Yes | 7,400,000 | 19,600,000 | 2 | 716 | 4,100,000 | 8,900,000 | 29,100,000 | 4,200,000 | Approved |
263 | 3 | Graduate | No | 9,200,000 | 34,300,000 | 18 | 523 | 25,600,000 | 4,000,000 | 29,100,000 | 8,800,000 | Rejected |
264 | 5 | Not Graduate | No | 9,500,000 | 22,200,000 | 20 | 352 | 24,500,000 | 0 | 30,800,000 | 7,000,000 | Rejected |
265 | 5 | Graduate | Yes | 3,800,000 | 14,400,000 | 2 | 345 | 3,300,000 | 800,000 | 13,000,000 | 4,700,000 | Approved |
266 | 0 | Graduate | No | 8,300,000 | 19,400,000 | 18 | 649 | 2,500,000 | 16,100,000 | 24,300,000 | 11,300,000 | Approved |
267 | 2 | Graduate | Yes | 2,800,000 | 7,400,000 | 18 | 666 | 100,000 | 2,300,000 | 6,300,000 | 3,400,000 | Approved |
268 | 0 | Graduate | No | 8,600,000 | 20,900,000 | 10 | 813 | 11,300,000 | 11,900,000 | 26,000,000 | 4,800,000 | Approved |
269 | 0 | Not Graduate | No | 5,400,000 | 16,800,000 | 10 | 599 | 5,300,000 | 7,400,000 | 14,500,000 | 7,600,000 | Approved |
270 | 5 | Graduate | Yes | 4,200,000 | 9,400,000 | 6 | 678 | 4,700,000 | 5,500,000 | 9,900,000 | 5,700,000 | Approved |
271 | 5 | Not Graduate | No | 5,200,000 | 12,200,000 | 20 | 513 | 13,400,000 | 2,000,000 | 16,800,000 | 5,400,000 | Rejected |
272 | 5 | Graduate | No | 9,400,000 | 27,900,000 | 4 | 870 | 1,100,000 | 200,000 | 29,500,000 | 10,400,000 | Approved |
273 | 3 | Graduate | No | 8,800,000 | 20,400,000 | 8 | 483 | 3,200,000 | 11,400,000 | 28,200,000 | 11,800,000 | Rejected |
274 | 1 | Graduate | Yes | 5,900,000 | 16,700,000 | 16 | 308 | 5,800,000 | 8,800,000 | 19,100,000 | 5,300,000 | Rejected |
275 | 3 | Graduate | Yes | 1,700,000 | 4,900,000 | 16 | 591 | 4,700,000 | 1,000,000 | 4,300,000 | 1,400,000 | Approved |
276 | 1 | Not Graduate | No | 7,000,000 | 23,000,000 | 10 | 886 | 14,000,000 | 3,700,000 | 26,700,000 | 3,600,000 | Approved |
277 | 4 | Not Graduate | No | 1,700,000 | 4,000,000 | 6 | 829 | 0 | 1,600,000 | 5,200,000 | 1,700,000 | Approved |
278 | 0 | Not Graduate | No | 1,500,000 | 4,900,000 | 12 | 651 | 1,600,000 | 2,800,000 | 4,600,000 | 800,000 | Approved |
279 | 4 | Not Graduate | No | 2,000,000 | 4,700,000 | 18 | 733 | 3,700,000 | 3,700,000 | 7,000,000 | 2,800,000 | Approved |
280 | 5 | Graduate | Yes | 3,900,000 | 15,500,000 | 12 | 433 | 9,500,000 | 5,400,000 | 7,900,000 | 4,600,000 | Rejected |
281 | 1 | Graduate | Yes | 900,000 | 3,600,000 | 14 | 713 | 1,300,000 | 1,000,000 | 1,800,000 | 1,200,000 | Approved |
282 | 1 | Graduate | No | 6,900,000 | 22,500,000 | 18 | 403 | 800,000 | 8,400,000 | 16,900,000 | 6,300,000 | Rejected |
283 | 0 | Graduate | Yes | 2,800,000 | 7,800,000 | 10 | 405 | 7,800,000 | 2,500,000 | 7,100,000 | 3,400,000 | Rejected |
284 | 3 | Graduate | Yes | 6,800,000 | 19,900,000 | 10 | 516 | 16,000,000 | 6,000,000 | 26,000,000 | 8,500,000 | Rejected |
285 | 4 | Not Graduate | Yes | 600,000 | 1,800,000 | 8 | 417 | 1,700,000 | 700,000 | 1,800,000 | 800,000 | Rejected |
286 | 1 | Not Graduate | No | 4,700,000 | 14,000,000 | 6 | 468 | 11,300,000 | 1,800,000 | 10,600,000 | 4,600,000 | Rejected |
287 | 5 | Graduate | Yes | 3,000,000 | 11,800,000 | 10 | 672 | 8,700,000 | 3,600,000 | 9,800,000 | 4,100,000 | Approved |
288 | 5 | Not Graduate | No | 4,000,000 | 13,900,000 | 6 | 530 | 6,000,000 | 5,600,000 | 12,500,000 | 6,000,000 | Rejected |
289 | 1 | Not Graduate | Yes | 3,100,000 | 11,300,000 | 14 | 824 | 3,700,000 | 6,000,000 | 11,000,000 | 4,400,000 | Approved |
290 | 1 | Not Graduate | Yes | 7,700,000 | 25,500,000 | 12 | 549 | 18,100,000 | 10,600,000 | 20,500,000 | 7,000,000 | Rejected |
291 | 5 | Not Graduate | Yes | 4,300,000 | 9,300,000 | 10 | 450 | 2,100,000 | 6,700,000 | 10,000,000 | 4,100,000 | Rejected |
292 | 1 | Graduate | Yes | 5,800,000 | 19,500,000 | 20 | 431 | 13,800,000 | 5,000,000 | 15,600,000 | 3,300,000 | Rejected |
293 | 3 | Graduate | Yes | 3,600,000 | 10,700,000 | 16 | 312 | 2,300,000 | 1,600,000 | 13,100,000 | 5,200,000 | Rejected |
294 | 0 | Not Graduate | Yes | 2,900,000 | 7,600,000 | 8 | 320 | 8,000,000 | 5,600,000 | 9,600,000 | 3,100,000 | Rejected |
295 | 0 | Graduate | No | 8,800,000 | 20,200,000 | 4 | 433 | 16,000,000 | 4,200,000 | 30,500,000 | 12,400,000 | Rejected |
296 | 1 | Not Graduate | Yes | 300,000 | 1,000,000 | 10 | 431 | 400,000 | 500,000 | 900,000 | 100,000 | Rejected |
297 | 5 | Not Graduate | Yes | 8,600,000 | 28,900,000 | 8 | 516 | 9,900,000 | 1,800,000 | 30,200,000 | 6,800,000 | Rejected |
298 | 2 | Not Graduate | Yes | 3,500,000 | 12,000,000 | 14 | 476 | 1,100,000 | 6,800,000 | 12,400,000 | 2,900,000 | Rejected |
299 | 5 | Graduate | No | 800,000 | 2,600,000 | 6 | 560 | 100,000 | 200,000 | 3,000,000 | 1,000,000 | Approved |
300 | 2 | Graduate | No | 8,000,000 | 27,100,000 | 12 | 674 | 14,400,000 | 400,000 | 25,300,000 | 6,400,000 | Approved |