Age int64 20 70 | Employment_Type stringclasses 4
values | Annual_Income int64 0 310k | Credit_Score int64 300 850 | Loan_Amount int64 0 350k | Loan_Term_Months int64 12 120 | Loan_Purpose stringclasses 6
values | Debt_to_Income_Ratio float64 0 0.8 | Loan_Status stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|
50 | Salaried | 110,000 | 780 | 35,000 | 72 | Debt_Consolidation | 0.22 | Approved |
27 | Self-Employed | 35,000 | 560 | 20,000 | 48 | Debt_Consolidation | 0.62 | Denied |
51 | Self-Employed | 210,000 | 810 | 80,000 | 120 | Business | 0.25 | Approved |
20 | Student | 8,000 | 570 | 5,000 | 24 | Education | 0.45 | Denied |
38 | Salaried | 92,000 | 710 | 22,000 | 48 | Debt_Consolidation | 0.29 | Approved |
56 | Unemployed | 10,000 | 680 | 10,000 | 48 | Other | 0.75 | Denied |
44 | Salaried | 115,000 | 725 | 35,000 | 48 | Debt_Consolidation | 0.26 | Approved |
60 | Self-Employed | 170,000 | 825 | 90,000 | 120 | Business | 0.17 | Approved |
37 | Self-Employed | 55,000 | 610 | 10,000 | 36 | Other | 0.52 | Denied |
27 | Unemployed | 5,000 | 520 | 1,000 | 12 | Other | 0.68 | Denied |
45 | Salaried | 80,000 | 740 | 35,000 | 72 | Debt_Consolidation | 0.26 | Approved |
31 | Self-Employed | 130,000 | 790 | 90,000 | 108 | Business | 0.21 | Approved |
32 | Salaried | 95,000 | 760 | 68,000 | 96 | Debt_Consolidation | 0.22 | Approved |
24 | Student | 25,000 | 630 | 10,000 | 36 | Education | 0.29 | Approved |
39 | Salaried | 70,000 | 700 | 20,000 | 60 | Medical | 0.28 | Approved |
58 | Self-Employed | 125,876 | 810 | 62,938 | 84 | Business | 0.19 | Approved |
68 | Salaried | 145,000 | 840 | 120,000 | 120 | Business | 0.11 | Approved |
63 | Unemployed | 7,000 | 510 | 2,500 | 36 | Other | 0.62 | Denied |
69 | Salaried | 110,000 | 630 | 40,000 | 72 | Home_Improvement | 0.47 | Denied |
21 | Student | 18,000 | 560 | 4,000 | 24 | Education | 0.58 | Denied |
28 | Self-Employed | 45,000 | 620 | 15,000 | 48 | Business | 0.55 | Denied |
67 | Self-Employed | 210,000 | 835 | 70,000 | 120 | Business | 0.08 | Approved |
38 | Self-Employed | 70,000 | 680 | 25,000 | 60 | Other | 0.37 | Approved |
49 | Self-Employed | 105,000 | 780 | 80,000 | 84 | Home_Improvement | 0.14 | Approved |
38 | Salaried | 92,000 | 710 | 25,000 | 36 | Home_Improvement | 0.28 | Approved |
54 | Salaried | 125,000 | 830 | 70,000 | 108 | Business | 0.11 | Approved |
27 | Salaried | 48,000 | 640 | 15,000 | 36 | Medical | 0.33 | Denied |
36 | Salaried | 85,000 | 720 | 35,000 | 60 | Home_Improvement | 0.28 | Approved |
22 | Unemployed | 500 | 450 | 2,500 | 12 | Other | 0.7 | Denied |
68 | Unemployed | 500 | 350 | 500 | 12 | Medical | 0.75 | Denied |
38 | Salaried | 123,689 | 761 | 64,380 | 108 | Home_Improvement | 0.31 | Approved |
34 | Salaried | 72,000 | 700 | 10,000 | 24 | Other | 0.23 | Approved |
61 | Salaried | 92,000 | 800 | 30,000 | 36 | Medical | 0.14 | Approved |
50 | Salaried | 93,000 | 750 | 40,000 | 72 | Home_Improvement | 0.21 | Approved |
22 | Student | 7,000 | 480 | 2,000 | 12 | Other | 0.63 | Denied |
32 | Self-Employed | 67,000 | 700 | 18,000 | 48 | Business | 0.34 | Denied |
28 | Student | 14,000 | 570 | 3,000 | 24 | Education | 0.39 | Denied |
40 | Salaried | 70,000 | 700 | 28,000 | 60 | Debt_Consolidation | 0.35 | Approved |
58 | Self-Employed | 120,000 | 730 | 24,000 | 105 | Business | 0.23 | Approved |
20 | Student | 16,000 | 685 | 10,000 | 48 | Education | 0.28 | Approved |
42 | Salaried | 120,000 | 780 | 95,000 | 108 | Home_Improvement | 0.19 | Approved |
46 | Salaried | 160,000 | 800 | 55,000 | 96 | Home_Improvement | 0.14 | Approved |
33 | Student | 5,000 | 550 | 5,000 | 24 | Other | 0.62 | Denied |
22 | Student | 7,000 | 560 | 2,500 | 12 | Other | 0.48 | Denied |
58 | Salaried | 112,000 | 775 | 37,000 | 96 | Debt_Consolidation | 0.19 | Approved |
21 | Unemployed | 0 | 500 | 6,000 | 24 | Medical | 0.77 | Denied |
33 | Unemployed | 0 | 300 | 500 | 12 | Other | 0.79 | Denied |
68 | Salaried | 115,000 | 770 | 20,000 | 24 | Medical | 0.17 | Approved |
67 | Self-Employed | 180,000 | 820 | 60,000 | 108 | Business | 0.12 | Approved |
22 | Unemployed | 0 | 510 | 7,000 | 24 | Medical | 0.78 | Denied |
47 | Self-Employed | 45,103 | 682 | 10,935 | 36 | Business | 0.34 | Approved |
60 | Salaried | 115,000 | 765 | 25,000 | 24 | Other | 0.15 | Approved |
23 | Student | 6,000 | 600 | 2,500 | 12 | Education | 0.22 | Approved |
40 | Salaried | 99,000 | 660 | 49,000 | 72 | Home_Improvement | 0.5 | Denied |
50 | Self-Employed | 76,000 | 720 | 23,000 | 72 | Home_Improvement | 0.27 | Approved |
32 | Self-Employed | 62,000 | 680 | 15,000 | 48 | Debt_Consolidation | 0.35 | Approved |
54 | Self-Employed | 160,000 | 805 | 65,000 | 120 | Home_Improvement | 0.14 | Approved |
63 | Salaried | 130,000 | 840 | 70,000 | 120 | Home_Improvement | 0.19 | Approved |
30 | Salaried | 50,000 | 685 | 10,000 | 36 | Other | 0.22 | Approved |
27 | Salaried | 55,000 | 630 | 12,000 | 48 | Education | 0.38 | Approved |
41 | Salaried | 80,000 | 715 | 40,000 | 96 | Debt_Consolidation | 0.35 | Approved |
49 | Self-Employed | 155,000 | 780 | 60,000 | 84 | Business | 0.26 | Approved |
30 | Self-Employed | 90,000 | 740 | 30,000 | 72 | Home_Improvement | 0.25 | Approved |
39 | Salaried | 70,000 | 705 | 18,000 | 60 | Home_Improvement | 0.25 | Approved |
49 | Self-Employed | 80,000 | 670 | 40,000 | 72 | Business | 0.36 | Approved |
38 | Self-Employed | 38,000 | 640 | 20,000 | 60 | Business | 0.46 | Denied |
46 | Salaried | 98,000 | 750 | 28,000 | 72 | Medical | 0.26 | Approved |
55 | Self-Employed | 40,000 | 560 | 20,000 | 48 | Medical | 0.53 | Denied |
28 | Unemployed | 987 | 390 | 4,935 | 18 | Other | 0.79 | Denied |
49 | Self-Employed | 75,000 | 720 | 23,000 | 72 | Home_Improvement | 0.27 | Approved |
66 | Self-Employed | 30,000 | 580 | 8,000 | 36 | Medical | 0.6 | Denied |
38 | Salaried | 85,000 | 760 | 25,500 | 84 | Home_Improvement | 0.25 | Approved |
28 | Salaried | 45,000 | 620 | 12,000 | 48 | Education | 0.35 | Approved |
37 | Salaried | 88,000 | 730 | 28,000 | 60 | Home_Improvement | 0.25 | Approved |
25 | Student | 12,000 | 580 | 3,000 | 12 | Debt_Consolidation | 0.5 | Denied |
35 | Self-Employed | 80,000 | 690 | 55,000 | 72 | Business | 0.31 | Approved |
34 | Self-Employed | 80,000 | 700 | 35,000 | 72 | Home_Improvement | 0.34 | Approved |
59 | Self-Employed | 95,000 | 780 | 45,000 | 84 | Home_Improvement | 0.2 | Approved |
26 | Self-Employed | 62,000 | 680 | 20,000 | 48 | Other | 0.35 | Approved |
43 | Self-Employed | 77,000 | 730 | 21,000 | 48 | Home_Improvement | 0.28 | Approved |
35 | Salaried | 120,000 | 790 | 40,000 | 48 | Debt_Consolidation | 0.21 | Approved |
24 | Student | 0 | 660 | 5,000 | 24 | Education | 0 | Denied |
28 | Student | 15,000 | 610 | 4,500 | 48 | Education | 0.42 | Approved |
54 | Self-Employed | 50,000 | 670 | 8,000 | 36 | Debt_Consolidation | 0.36 | Approved |
55 | Self-Employed | 110,000 | 780 | 85,000 | 84 | Business | 0.18 | Approved |
68 | Salaried | 78,000 | 730 | 20,000 | 72 | Other | 0.24 | Approved |
33 | Self-Employed | 50,000 | 570 | 28,000 | 60 | Other | 0.53 | Denied |
52 | Salaried | 99,000 | 770 | 32,000 | 72 | Debt_Consolidation | 0.22 | Approved |
40 | Self-Employed | 55,000 | 640 | 25,000 | 48 | Other | 0.46 | Denied |
65 | Self-Employed | 88,000 | 640 | 60,000 | 120 | Home_Improvement | 0.41 | Denied |
23 | Salaried | 38,000 | 660 | 10,000 | 36 | Other | 0.45 | Denied |
28 | Unemployed | 0 | 320 | 600 | 12 | Other | 0.8 | Denied |
67 | Self-Employed | 115,000 | 780 | 65,000 | 96 | Home_Improvement | 0.2 | Approved |
35 | Salaried | 68,000 | 700 | 18,000 | 48 | Home_Improvement | 0.3 | Approved |
60 | Salaried | 130,000 | 800 | 60,000 | 120 | Business | 0.12 | Approved |
62 | Salaried | 78,000 | 710 | 23,000 | 54 | Education | 0.29 | Approved |
41 | Unemployed | 0 | 380 | 100 | 12 | Other | 0.8 | Denied |
20 | Student | 8,000 | 660 | 6,000 | 48 | Education | 0.15 | Approved |
34 | Self-Employed | 42,000 | 590 | 14,000 | 36 | Home_Improvement | 0.51 | Denied |
41 | Salaried | 60,000 | 660 | 18,000 | 48 | Other | 0.41 | Approved |
End of preview. Expand in Data Studio
No dataset card yet
- Downloads last month
- 15