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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
301 | 0 | Not Graduate | Yes | 9,900,000 | 38,200,000 | 6 | 573 | 17,200,000 | 10,000,000 | 20,100,000 | 5,900,000 | Approved |
302 | 2 | Not Graduate | No | 3,300,000 | 6,600,000 | 6 | 331 | 6,300,000 | 2,000,000 | 8,900,000 | 2,700,000 | Rejected |
303 | 4 | Graduate | Yes | 2,000,000 | 6,700,000 | 12 | 633 | 100,000 | 800,000 | 4,800,000 | 2,000,000 | Approved |
304 | 3 | Not Graduate | No | 4,900,000 | 12,900,000 | 18 | 877 | 1,800,000 | 7,000,000 | 17,900,000 | 3,300,000 | Approved |
305 | 5 | Not Graduate | Yes | 9,200,000 | 23,600,000 | 12 | 656 | 1,400,000 | 11,200,000 | 36,400,000 | 4,900,000 | Approved |
306 | 0 | Not Graduate | No | 7,500,000 | 18,200,000 | 6 | 782 | 7,400,000 | 12,000,000 | 19,800,000 | 4,100,000 | Approved |
307 | 5 | Not Graduate | No | 9,000,000 | 29,300,000 | 4 | 531 | 10,400,000 | 9,500,000 | 35,500,000 | 5,800,000 | Approved |
308 | 3 | Not Graduate | No | 1,400,000 | 4,100,000 | 8 | 455 | 3,000,000 | 1,400,000 | 2,900,000 | 2,100,000 | Rejected |
309 | 3 | Graduate | No | 9,600,000 | 19,900,000 | 14 | 452 | 4,200,000 | 16,200,000 | 28,500,000 | 6,600,000 | Rejected |
310 | 2 | Graduate | No | 8,400,000 | 33,200,000 | 14 | 474 | 19,600,000 | 15,000,000 | 25,400,000 | 11,500,000 | Rejected |
311 | 3 | Not Graduate | No | 6,400,000 | 24,400,000 | 4 | 483 | 7,800,000 | 2,400,000 | 19,100,000 | 4,500,000 | Approved |
312 | 4 | Graduate | No | 5,900,000 | 16,800,000 | 8 | 481 | 6,900,000 | 11,400,000 | 19,500,000 | 3,300,000 | Rejected |
313 | 2 | Graduate | Yes | 2,200,000 | 5,100,000 | 20 | 859 | 3,800,000 | 1,200,000 | 6,400,000 | 3,100,000 | Approved |
314 | 4 | Graduate | Yes | 5,600,000 | 14,100,000 | 14 | 696 | 9,000,000 | 9,200,000 | 16,500,000 | 6,800,000 | Approved |
315 | 4 | Not Graduate | No | 9,800,000 | 28,700,000 | 6 | 778 | 16,600,000 | 7,400,000 | 29,700,000 | 11,100,000 | Approved |
316 | 4 | Graduate | No | 4,400,000 | 14,600,000 | 4 | 499 | 1,300,000 | 6,500,000 | 16,100,000 | 5,700,000 | Approved |
317 | 2 | Not Graduate | Yes | 2,400,000 | 4,900,000 | 4 | 888 | 6,400,000 | 4,300,000 | 5,100,000 | 3,400,000 | Approved |
318 | 1 | Graduate | No | 4,400,000 | 10,800,000 | 12 | 674 | 9,600,000 | 2,700,000 | 17,200,000 | 5,300,000 | Approved |
319 | 4 | Graduate | No | 3,700,000 | 13,200,000 | 4 | 802 | 9,800,000 | 2,400,000 | 12,500,000 | 4,300,000 | Approved |
320 | 4 | Not Graduate | Yes | 2,300,000 | 7,800,000 | 8 | 540 | 1,500,000 | 3,400,000 | 4,700,000 | 2,800,000 | Rejected |
321 | 4 | Graduate | Yes | 5,900,000 | 19,600,000 | 8 | 726 | 17,400,000 | 6,800,000 | 20,100,000 | 8,000,000 | Approved |
322 | 4 | Not Graduate | Yes | 6,400,000 | 23,500,000 | 2 | 485 | 7,300,000 | 2,700,000 | 23,600,000 | 3,900,000 | Approved |
323 | 4 | Graduate | Yes | 4,900,000 | 17,100,000 | 6 | 612 | 1,300,000 | 7,000,000 | 19,500,000 | 5,000,000 | Approved |
324 | 3 | Not Graduate | Yes | 9,500,000 | 24,200,000 | 8 | 879 | 3,100,000 | 17,200,000 | 26,400,000 | 12,700,000 | Approved |
325 | 2 | Not Graduate | No | 5,700,000 | 16,400,000 | 12 | 708 | 3,700,000 | 800,000 | 15,000,000 | 4,400,000 | Approved |
326 | 2 | Not Graduate | Yes | 2,700,000 | 5,700,000 | 8 | 850 | 3,500,000 | 5,000,000 | 10,500,000 | 3,900,000 | Approved |
327 | 2 | Not Graduate | Yes | 3,900,000 | 11,300,000 | 12 | 516 | 3,100,000 | 0 | 10,400,000 | 4,600,000 | Rejected |
328 | 0 | Not Graduate | No | 7,800,000 | 28,800,000 | 12 | 465 | 4,700,000 | 7,500,000 | 28,800,000 | 7,400,000 | Rejected |
329 | 0 | Graduate | No | 1,100,000 | 3,200,000 | 20 | 716 | 1,800,000 | 1,400,000 | 3,600,000 | 1,500,000 | Approved |
330 | 4 | Not Graduate | No | 200,000 | 600,000 | 10 | 404 | 0 | 100,000 | 400,000 | 0 | Rejected |
331 | 0 | Not Graduate | Yes | 4,700,000 | 10,600,000 | 20 | 512 | 8,400,000 | 4,000,000 | 12,300,000 | 7,000,000 | Rejected |
332 | 3 | Not Graduate | Yes | 8,200,000 | 20,600,000 | 10 | 441 | 16,100,000 | 11,400,000 | 29,100,000 | 6,100,000 | Rejected |
333 | 2 | Not Graduate | Yes | 4,600,000 | 18,400,000 | 2 | 555 | 7,700,000 | 2,400,000 | 14,200,000 | 4,200,000 | Approved |
334 | 5 | Not Graduate | No | 1,800,000 | 7,000,000 | 18 | 466 | 2,600,000 | 2,100,000 | 6,000,000 | 1,900,000 | Rejected |
335 | 3 | Graduate | Yes | 3,200,000 | 8,600,000 | 2 | 427 | 3,900,000 | 1,800,000 | 7,100,000 | 4,700,000 | Rejected |
336 | 4 | Not Graduate | Yes | 5,500,000 | 20,000,000 | 14 | 593 | 15,100,000 | 2,700,000 | 19,900,000 | 4,900,000 | Approved |
337 | 3 | Graduate | No | 7,900,000 | 18,300,000 | 10 | 731 | 4,200,000 | 3,400,000 | 22,200,000 | 8,400,000 | Approved |
338 | 1 | Graduate | Yes | 4,000,000 | 10,100,000 | 16 | 451 | 7,000,000 | 3,900,000 | 14,300,000 | 3,900,000 | Rejected |
339 | 3 | Not Graduate | Yes | 6,800,000 | 16,900,000 | 18 | 628 | 3,600,000 | 900,000 | 15,600,000 | 4,900,000 | Approved |
340 | 1 | Not Graduate | No | 2,700,000 | 9,400,000 | 18 | 704 | 5,300,000 | 2,300,000 | 6,400,000 | 2,400,000 | Approved |
341 | 2 | Not Graduate | No | 6,800,000 | 23,500,000 | 12 | 341 | 19,300,000 | 11,800,000 | 14,300,000 | 8,500,000 | Rejected |
342 | 5 | Graduate | No | 8,600,000 | 21,000,000 | 8 | 465 | 11,700,000 | 14,900,000 | 19,500,000 | 9,900,000 | Rejected |
343 | 4 | Graduate | No | 8,000,000 | 30,100,000 | 4 | 431 | 11,900,000 | 13,800,000 | 18,800,000 | 11,500,000 | Approved |
344 | 1 | Graduate | Yes | 3,700,000 | 12,600,000 | 10 | 424 | 5,400,000 | 1,100,000 | 14,200,000 | 4,400,000 | Rejected |
345 | 0 | Graduate | No | 2,600,000 | 5,100,000 | 14 | 678 | 500,000 | 1,200,000 | 6,000,000 | 3,100,000 | Approved |
346 | 4 | Graduate | No | 4,200,000 | 16,800,000 | 6 | 381 | 9,600,000 | 3,800,000 | 14,800,000 | 5,900,000 | Rejected |
347 | 5 | Graduate | Yes | 8,000,000 | 28,000,000 | 10 | 449 | 18,500,000 | 1,500,000 | 17,400,000 | 3,900,000 | Rejected |
348 | 1 | Not Graduate | No | 7,100,000 | 23,500,000 | 12 | 768 | 6,400,000 | 12,100,000 | 22,400,000 | 7,300,000 | Approved |
349 | 0 | Not Graduate | No | 2,000,000 | 7,000,000 | 6 | 666 | 0 | 1,200,000 | 4,300,000 | 1,400,000 | Rejected |
350 | 4 | Not Graduate | Yes | 5,800,000 | 13,300,000 | 14 | 742 | 16,100,000 | 9,300,000 | 16,300,000 | 7,000,000 | Approved |
351 | 3 | Not Graduate | Yes | 6,700,000 | 15,800,000 | 4 | 445 | 10,500,000 | 7,600,000 | 14,100,000 | 9,100,000 | Rejected |
352 | 2 | Graduate | No | 7,300,000 | 28,700,000 | 14 | 634 | 5,900,000 | 3,800,000 | 21,200,000 | 10,800,000 | Approved |
353 | 4 | Not Graduate | No | 3,300,000 | 9,700,000 | 14 | 782 | 2,500,000 | 0 | 10,400,000 | 2,200,000 | Approved |
354 | 0 | Graduate | No | 3,000,000 | 7,000,000 | 10 | 781 | 7,200,000 | 600,000 | 11,700,000 | 2,700,000 | Approved |
355 | 4 | Not Graduate | No | 7,900,000 | 17,200,000 | 14 | 318 | 14,200,000 | 9,500,000 | 23,200,000 | 9,000,000 | Rejected |
356 | 5 | Not Graduate | No | 7,600,000 | 24,100,000 | 18 | 721 | 21,900,000 | 11,500,000 | 22,900,000 | 7,200,000 | Approved |
357 | 5 | Not Graduate | No | 3,700,000 | 9,800,000 | 4 | 563 | 9,500,000 | 5,100,000 | 11,200,000 | 3,000,000 | Approved |
358 | 2 | Not Graduate | No | 8,400,000 | 26,300,000 | 4 | 419 | 22,900,000 | 7,900,000 | 29,200,000 | 6,200,000 | Approved |
359 | 0 | Graduate | Yes | 8,200,000 | 20,800,000 | 14 | 372 | 3,800,000 | 100,000 | 26,100,000 | 5,200,000 | Rejected |
360 | 0 | Not Graduate | No | 2,900,000 | 9,500,000 | 18 | 885 | 4,300,000 | 2,300,000 | 6,500,000 | 3,500,000 | Approved |
361 | 1 | Not Graduate | Yes | 9,900,000 | 38,400,000 | 12 | 596 | 10,000,000 | 9,300,000 | 36,500,000 | 6,800,000 | Approved |
362 | 0 | Graduate | No | 4,400,000 | 14,100,000 | 2 | 349 | 3,300,000 | 1,300,000 | 8,800,000 | 6,200,000 | Approved |
363 | 1 | Not Graduate | Yes | 9,000,000 | 32,200,000 | 16 | 468 | 4,500,000 | 16,400,000 | 28,600,000 | 10,900,000 | Rejected |
364 | 3 | Not Graduate | Yes | 6,800,000 | 26,900,000 | 16 | 818 | 14,700,000 | 10,400,000 | 26,300,000 | 7,300,000 | Approved |
365 | 2 | Not Graduate | No | 8,700,000 | 28,000,000 | 12 | 543 | 16,900,000 | 6,000,000 | 22,900,000 | 6,700,000 | Rejected |
366 | 3 | Graduate | No | 9,400,000 | 21,900,000 | 16 | 685 | 8,100,000 | 5,600,000 | 34,500,000 | 5,000,000 | Approved |
367 | 3 | Not Graduate | Yes | 6,000,000 | 12,500,000 | 18 | 851 | 14,600,000 | 5,000,000 | 16,800,000 | 5,000,000 | Approved |
368 | 1 | Not Graduate | Yes | 9,400,000 | 29,800,000 | 10 | 377 | 24,100,000 | 18,500,000 | 30,900,000 | 11,700,000 | Rejected |
369 | 0 | Not Graduate | Yes | 1,000,000 | 4,000,000 | 10 | 620 | 2,400,000 | 1,300,000 | 3,700,000 | 1,100,000 | Approved |
370 | 3 | Graduate | Yes | 900,000 | 2,300,000 | 20 | 611 | 600,000 | 1,500,000 | 1,900,000 | 500,000 | Approved |
371 | 4 | Not Graduate | No | 2,100,000 | 7,700,000 | 4 | 767 | 1,200,000 | 1,700,000 | 6,900,000 | 1,300,000 | Approved |
372 | 5 | Graduate | Yes | 1,100,000 | 3,200,000 | 20 | 592 | 3,200,000 | 700,000 | 3,500,000 | 500,000 | Approved |
373 | 0 | Graduate | Yes | 600,000 | 2,300,000 | 4 | 319 | 1,600,000 | 800,000 | 2,300,000 | 700,000 | Approved |
374 | 4 | Not Graduate | Yes | 9,200,000 | 25,500,000 | 10 | 900 | 9,400,000 | 10,500,000 | 27,400,000 | 12,800,000 | Approved |
375 | 2 | Not Graduate | Yes | 3,600,000 | 12,800,000 | 18 | 814 | 8,600,000 | 4,100,000 | 10,300,000 | 4,100,000 | Approved |
376 | 5 | Not Graduate | Yes | 1,300,000 | 5,000,000 | 10 | 755 | 2,100,000 | 2,200,000 | 4,800,000 | 1,900,000 | Approved |
377 | 5 | Graduate | Yes | 7,700,000 | 16,800,000 | 20 | 584 | 8,600,000 | 4,800,000 | 23,400,000 | 8,000,000 | Approved |
378 | 4 | Graduate | Yes | 9,500,000 | 23,500,000 | 14 | 380 | 22,900,000 | 6,700,000 | 25,100,000 | 7,300,000 | Rejected |
379 | 2 | Not Graduate | Yes | 5,000,000 | 17,600,000 | 20 | 465 | 6,200,000 | 5,200,000 | 16,500,000 | 5,200,000 | Rejected |
380 | 0 | Not Graduate | No | 500,000 | 1,800,000 | 2 | 531 | 1,300,000 | 500,000 | 1,900,000 | 700,000 | Approved |
381 | 1 | Graduate | Yes | 8,300,000 | 32,100,000 | 16 | 814 | 18,500,000 | 2,700,000 | 28,900,000 | 7,500,000 | Approved |
382 | 0 | Graduate | No | 5,300,000 | 17,900,000 | 6 | 678 | 4,700,000 | 3,900,000 | 14,400,000 | 3,600,000 | Approved |
383 | 2 | Not Graduate | Yes | 9,300,000 | 29,000,000 | 12 | 655 | 7,900,000 | 6,800,000 | 29,900,000 | 4,900,000 | Approved |
384 | 3 | Not Graduate | No | 2,300,000 | 7,400,000 | 2 | 682 | 6,500,000 | 2,400,000 | 7,600,000 | 2,100,000 | Approved |
385 | 1 | Not Graduate | No | 400,000 | 1,300,000 | 6 | 695 | 200,000 | 500,000 | 800,000 | 100,000 | Approved |
386 | 3 | Not Graduate | No | 3,200,000 | 10,800,000 | 4 | 833 | 2,600,000 | 1,000,000 | 8,700,000 | 2,600,000 | Approved |
387 | 5 | Not Graduate | Yes | 9,400,000 | 35,300,000 | 16 | 302 | 4,100,000 | 12,500,000 | 37,000,000 | 12,900,000 | Rejected |
388 | 1 | Graduate | No | 2,300,000 | 6,600,000 | 2 | 357 | 5,900,000 | 200,000 | 6,000,000 | 2,200,000 | Rejected |
389 | 5 | Not Graduate | No | 4,300,000 | 14,500,000 | 12 | 302 | 12,500,000 | 4,300,000 | 12,500,000 | 5,100,000 | Rejected |
390 | 0 | Graduate | Yes | 6,200,000 | 22,400,000 | 18 | 873 | 15,700,000 | 6,600,000 | 15,800,000 | 8,200,000 | Approved |
391 | 0 | Not Graduate | Yes | 7,200,000 | 19,800,000 | 12 | 658 | 12,700,000 | 8,100,000 | 25,000,000 | 7,300,000 | Approved |
392 | 5 | Graduate | Yes | 2,400,000 | 8,700,000 | 18 | 877 | 2,800,000 | 2,900,000 | 7,100,000 | 1,100,000 | Approved |
393 | 3 | Not Graduate | No | 2,900,000 | 6,300,000 | 8 | 648 | 3,400,000 | 3,400,000 | 7,600,000 | 1,400,000 | Approved |
394 | 1 | Graduate | No | 1,400,000 | 5,200,000 | 12 | 730 | 2,900,000 | 0 | 3,700,000 | 700,000 | Approved |
395 | 4 | Not Graduate | Yes | 2,200,000 | 8,200,000 | 14 | 737 | 5,800,000 | 2,800,000 | 8,200,000 | 1,400,000 | Approved |
396 | 2 | Graduate | Yes | 800,000 | 3,200,000 | 10 | 584 | 0 | 200,000 | 2,100,000 | 700,000 | Rejected |
397 | 0 | Graduate | No | 600,000 | 1,700,000 | 2 | 621 | 400,000 | 400,000 | 2,000,000 | 200,000 | Approved |
398 | 4 | Graduate | Yes | 700,000 | 2,700,000 | 16 | 583 | 1,100,000 | 1,200,000 | 1,400,000 | 300,000 | Approved |
399 | 2 | Not Graduate | No | 8,400,000 | 25,900,000 | 16 | 621 | 8,600,000 | 13,400,000 | 33,500,000 | 4,200,000 | Approved |
400 | 2 | Not Graduate | No | 7,100,000 | 21,500,000 | 16 | 610 | 5,800,000 | 12,100,000 | 14,200,000 | 9,300,000 | Approved |