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
1
2
Graduate
No
9,600,000
29,900,000
12
778
2,400,000
17,600,000
22,700,000
8,000,000
Approved
2
0
Not Graduate
Yes
4,100,000
12,200,000
8
417
2,700,000
2,200,000
8,800,000
3,300,000
Rejected
3
3
Graduate
No
9,100,000
29,700,000
20
506
7,100,000
4,500,000
33,300,000
12,800,000
Rejected
4
3
Graduate
No
8,200,000
30,700,000
8
467
18,200,000
3,300,000
23,300,000
7,900,000
Rejected
5
5
Not Graduate
Yes
9,800,000
24,200,000
20
382
12,400,000
8,200,000
29,400,000
5,000,000
Rejected
6
0
Graduate
Yes
4,800,000
13,500,000
10
319
6,800,000
8,300,000
13,700,000
5,100,000
Rejected
7
5
Graduate
No
8,700,000
33,000,000
4
678
22,500,000
14,800,000
29,200,000
4,300,000
Approved
8
2
Graduate
Yes
5,700,000
15,000,000
20
382
13,200,000
5,700,000
11,800,000
6,000,000
Rejected
9
0
Graduate
Yes
800,000
2,200,000
20
782
1,300,000
800,000
2,800,000
600,000
Approved
10
5
Not Graduate
No
1,100,000
4,300,000
10
388
3,200,000
1,400,000
3,300,000
1,600,000
Rejected
11
4
Graduate
Yes
2,900,000
11,200,000
2
547
8,100,000
4,700,000
9,500,000
3,100,000
Approved
12
2
Not Graduate
Yes
6,700,000
22,700,000
18
538
15,300,000
5,800,000
20,400,000
6,400,000
Rejected
13
3
Not Graduate
Yes
5,000,000
11,600,000
16
311
6,400,000
9,600,000
14,600,000
4,300,000
Rejected
14
2
Graduate
Yes
9,100,000
31,500,000
14
679
10,800,000
16,600,000
20,900,000
5,000,000
Approved
15
1
Not Graduate
No
1,900,000
7,400,000
6
469
1,900,000
1,200,000
5,900,000
1,900,000
Rejected
16
5
Not Graduate
No
4,700,000
10,700,000
10
794
5,700,000
3,900,000
16,400,000
4,400,000
Approved
17
2
Graduate
Yes
500,000
1,600,000
4
663
1,300,000
100,000
1,300,000
700,000
Approved
18
4
Not Graduate
Yes
2,900,000
9,400,000
14
780
2,900,000
2,800,000
6,700,000
4,300,000
Approved
19
2
Graduate
No
2,700,000
10,300,000
10
736
1,000,000
0
6,200,000
3,300,000
Approved
20
5
Graduate
No
6,300,000
14,600,000
12
652
10,300,000
3,500,000
23,500,000
5,900,000
Approved
21
2
Graduate
No
5,000,000
19,400,000
12
315
9,500,000
1,600,000
18,000,000
6,100,000
Rejected
22
4
Graduate
No
5,800,000
14,000,000
16
530
3,800,000
11,300,000
22,200,000
5,400,000
Rejected
23
4
Graduate
Yes
6,500,000
25,700,000
18
311
13,100,000
1,700,000
19,500,000
8,500,000
Rejected
24
0
Not Graduate
Yes
500,000
1,400,000
2
551
900,000
600,000
1,100,000
300,000
Approved
25
0
Not Graduate
No
4,900,000
9,800,000
16
324
3,800,000
8,700,000
10,000,000
3,300,000
Rejected
26
5
Not Graduate
No
3,100,000
9,500,000
20
514
7,900,000
3,100,000
6,600,000
2,600,000
Rejected
27
4
Graduate
No
8,200,000
28,100,000
12
696
11,500,000
10,600,000
25,300,000
7,200,000
Approved
28
4
Not Graduate
Yes
2,400,000
5,600,000
4
662
4,500,000
4,200,000
5,400,000
2,500,000
Approved
29
5
Not Graduate
Yes
7,000,000
24,000,000
6
336
2,300,000
11,900,000
27,500,000
9,700,000
Rejected
30
3
Not Graduate
Yes
9,000,000
31,500,000
10
850
21,800,000
12,400,000
33,700,000
8,000,000
Approved
31
2
Not Graduate
No
9,800,000
25,300,000
12
313
20,200,000
5,200,000
25,500,000
9,300,000
Rejected
32
2
Graduate
No
5,700,000
12,000,000
6
363
3,600,000
7,400,000
21,700,000
4,300,000
Rejected
33
1
Not Graduate
Yes
800,000
1,600,000
10
436
700,000
200,000
2,200,000
1,000,000
Rejected
34
5
Not Graduate
Yes
8,400,000
22,000,000
2
830
3,800,000
3,900,000
19,900,000
5,400,000
Approved
35
3
Graduate
No
4,900,000
11,900,000
8
612
9,700,000
1,200,000
19,000,000
5,800,000
Approved
36
2
Graduate
Yes
1,700,000
3,400,000
8
691
2,700,000
2,800,000
6,000,000
900,000
Approved
37
3
Not Graduate
No
1,600,000
6,200,000
18
636
3,400,000
700,000
5,300,000
1,400,000
Approved
38
5
Graduate
Yes
8,000,000
27,200,000
6
348
6,400,000
300,000
16,700,000
7,100,000
Rejected
39
5
Graduate
No
3,600,000
7,700,000
16
830
7,000,000
1,300,000
10,000,000
2,900,000
Approved
40
3
Not Graduate
Yes
1,500,000
5,100,000
6
352
100,000
200,000
5,600,000
900,000
Rejected
41
1
Graduate
No
7,800,000
18,100,000
2
712
8,600,000
11,200,000
21,700,000
9,000,000
Approved
42
2
Not Graduate
No
9,100,000
24,900,000
16
822
22,300,000
12,100,000
31,000,000
5,200,000
Approved
43
3
Graduate
No
1,400,000
3,400,000
6
540
200,000
1,500,000
3,900,000
800,000
Rejected
44
2
Graduate
Yes
800,000
2,300,000
12
342
2,200,000
1,300,000
1,800,000
800,000
Rejected
45
5
Graduate
No
6,500,000
13,400,000
18
787
18,200,000
300,000
16,200,000
5,400,000
Approved
46
4
Graduate
No
8,000,000
27,800,000
16
331
13,000,000
6,300,000
21,400,000
10,900,000
Rejected
47
3
Not Graduate
Yes
4,200,000
14,600,000
6
679
2,400,000
6,900,000
8,700,000
4,900,000
Approved
48
1
Graduate
Yes
4,900,000
19,100,000
14
677
5,400,000
9,100,000
17,700,000
6,500,000
Approved
49
3
Not Graduate
No
5,500,000
20,500,000
12
634
800,000
8,600,000
18,500,000
8,200,000
Approved
50
1
Not Graduate
Yes
9,500,000
19,100,000
16
662
100,000
10,500,000
37,700,000
11,700,000
Approved
51
4
Graduate
No
7,300,000
25,400,000
16
502
500,000
1,800,000
20,500,000
10,500,000
Rejected
52
2
Graduate
No
8,700,000
24,700,000
10
435
6,800,000
3,500,000
21,800,000
11,300,000
Rejected
53
5
Not Graduate
No
3,800,000
7,600,000
4
689
8,700,000
100,000
9,300,000
3,400,000
Approved
54
1
Not Graduate
Yes
8,400,000
23,000,000
12
657
15,400,000
14,800,000
31,900,000
8,200,000
Approved
55
2
Graduate
Yes
5,100,000
19,700,000
20
590
7,400,000
9,300,000
19,400,000
3,400,000
Approved
56
5
Not Graduate
No
6,700,000
24,500,000
12
818
1,200,000
5,600,000
16,300,000
6,200,000
Approved
57
2
Not Graduate
No
4,300,000
10,600,000
18
431
2,100,000
1,500,000
9,300,000
5,200,000
Rejected
58
5
Graduate
Yes
9,300,000
30,500,000
18
841
19,300,000
10,300,000
34,600,000
8,700,000
Approved
59
1
Graduate
No
7,400,000
18,400,000
20
421
18,500,000
9,100,000
17,500,000
4,100,000
Rejected
60
4
Not Graduate
Yes
5,500,000
18,200,000
16
797
-100,000
4,900,000
18,600,000
4,800,000
Approved
61
2
Not Graduate
No
8,500,000
18,900,000
18
478
23,800,000
16,300,000
25,900,000
11,400,000
Rejected
62
3
Not Graduate
Yes
9,600,000
30,500,000
18
669
4,700,000
1,900,000
26,500,000
9,300,000
Approved
63
5
Not Graduate
Yes
8,800,000
28,900,000
6
365
24,400,000
8,600,000
27,400,000
4,700,000
Rejected
64
3
Not Graduate
Yes
3,300,000
7,500,000
20
586
1,600,000
5,600,000
10,500,000
2,900,000
Approved
65
4
Graduate
Yes
3,900,000
12,300,000
18
784
7,600,000
6,900,000
13,100,000
2,800,000
Approved
66
1
Graduate
No
4,100,000
10,300,000
12
364
9,500,000
6,100,000
14,900,000
2,800,000
Rejected
67
3
Not Graduate
No
8,300,000
29,100,000
10
715
6,100,000
11,900,000
24,100,000
11,900,000
Approved
68
0
Not Graduate
Yes
2,700,000
10,100,000
20
693
200,000
1,700,000
5,900,000
1,400,000
Rejected
69
4
Graduate
No
5,600,000
12,400,000
4
777
5,500,000
3,100,000
11,800,000
5,500,000
Approved
70
0
Graduate
No
1,900,000
5,000,000
12
312
4,000,000
2,800,000
4,900,000
2,400,000
Rejected
71
4
Not Graduate
Yes
500,000
1,500,000
20
340
100,000
200,000
1,900,000
600,000
Rejected
72
5
Graduate
Yes
5,300,000
18,600,000
4
386
2,700,000
9,700,000
11,900,000
4,200,000
Approved
73
5
Not Graduate
No
7,000,000
18,300,000
4
418
18,400,000
11,700,000
21,500,000
7,600,000
Rejected
74
3
Not Graduate
Yes
5,800,000
16,700,000
16
735
3,900,000
9,400,000
12,600,000
5,600,000
Approved
75
2
Not Graduate
No
2,600,000
8,400,000
6
494
6,500,000
3,800,000
5,600,000
2,000,000
Rejected
76
2
Not Graduate
No
1,900,000
6,500,000
18
671
600,000
2,500,000
4,800,000
1,100,000
Approved
77
4
Graduate
No
5,700,000
14,800,000
16
697
14,300,000
7,800,000
12,900,000
6,300,000
Approved
78
0
Graduate
No
9,000,000
33,500,000
8
801
11,600,000
8,900,000
35,400,000
11,100,000
Approved
79
2
Not Graduate
No
8,500,000
29,400,000
12
576
17,600,000
5,600,000
25,200,000
9,000,000
Approved
80
0
Not Graduate
No
700,000
1,400,000
14
639
1,900,000
700,000
2,400,000
900,000
Approved
81
4
Graduate
No
3,500,000
8,900,000
4
470
1,300,000
2,200,000
12,300,000
2,000,000
Rejected
82
0
Not Graduate
No
8,800,000
31,200,000
4
826
2,900,000
500,000
33,300,000
8,600,000
Approved
83
2
Not Graduate
Yes
9,900,000
21,200,000
16
363
25,500,000
11,400,000
26,600,000
6,800,000
Rejected
84
3
Graduate
No
3,600,000
8,600,000
20
613
9,400,000
300,000
10,300,000
3,300,000
Approved
85
3
Not Graduate
Yes
3,000,000
8,200,000
16
713
5,300,000
5,800,000
11,000,000
3,400,000
Approved
86
2
Graduate
No
6,800,000
21,200,000
16
439
17,100,000
4,700,000
23,300,000
3,600,000
Rejected
87
5
Not Graduate
Yes
1,100,000
3,800,000
18
387
1,300,000
1,200,000
3,800,000
1,600,000
Rejected
88
1
Not Graduate
Yes
8,700,000
28,300,000
8
402
20,400,000
13,600,000
27,900,000
10,200,000
Rejected
89
4
Graduate
Yes
2,000,000
8,000,000
6
837
5,100,000
2,600,000
3,900,000
2,900,000
Approved
90
2
Not Graduate
No
9,800,000
37,600,000
10
641
24,100,000
0
23,400,000
7,600,000
Approved
91
4
Graduate
No
5,700,000
21,100,000
18
489
500,000
4,300,000
12,500,000
6,000,000
Rejected
92
4
Graduate
No
8,800,000
20,700,000
18
540
19,200,000
3,200,000
22,400,000
12,700,000
Rejected
93
4
Graduate
No
3,800,000
8,900,000
4
844
9,100,000
3,500,000
13,100,000
4,700,000
Approved
94
1
Graduate
No
1,700,000
6,400,000
10
452
900,000
1,100,000
5,600,000
2,100,000
Rejected
95
2
Graduate
No
1,000,000
2,000,000
10
366
1,200,000
400,000
3,200,000
1,300,000
Rejected
96
5
Graduate
No
300,000
1,100,000
2
300
100,000
500,000
700,000
400,000
Approved
97
2
Graduate
Yes
6,600,000
15,000,000
18
470
1,200,000
4,800,000
18,200,000
7,000,000
Rejected
98
2
Not Graduate
No
8,700,000
25,000,000
20
861
14,700,000
8,500,000
23,200,000
7,300,000
Approved
99
4
Graduate
No
9,400,000
29,400,000
12
562
25,900,000
15,200,000
36,400,000
7,100,000
Approved
100
0
Graduate
No
4,400,000
10,800,000
14
463
2,400,000
4,800,000
13,800,000
4,700,000
Rejected