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age int64 | annual_income float64 | education_years int64 | work_experience_years int64 | credit_score float64 | loan_amount float64 | loan_duration_months int64 | interest_rate float64 | debt_to_income_ratio float64 | monthly_expenses float64 | savings_balance float64 | investment_balance float64 | number_of_dependents int64 | employment_stability_years int64 | housing_status_score int64 | marital_status_score int64 | health_risk_index float64 | insurance_coverage_score int64 | spending_score int64 | online_activity_score int64 | device_usage_hours float64 | location_risk_index float64 | previous_default_count int64 | financial_literacy_score int64 | loan_default int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | 51,140.401281 | 10 | 21 | 724.748104 | 3,899.654973 | 60 | 9.577176 | 0.733655 | 2,704.1611 | 11,805.190405 | 16,519.335197 | 2 | 9 | 5 | 3 | 0.69256 | 3 | 68 | 12 | 7.289109 | 0.54008 | 1 | 68 | 0 |
24 | 69,028.631473 | 8 | 19 | 655.666339 | 21,084.032813 | 48 | 8.38383 | 0.798551 | 2,611.106393 | 16,913.190258 | 7,685.012618 | 2 | 25 | 1 | 1 | 0.469194 | 3 | 62 | 5 | 5.108674 | 0.00739 | 0 | 92 | 0 |
44 | 55,186.372954 | 10 | 1 | 821.874508 | 28,297.796011 | 24 | 7.321765 | 0.454056 | 2,442.756164 | 15,841.84867 | 32,653.859574 | 2 | 22 | 3 | 1 | 0.001102 | 2 | 20 | 16 | 2.906073 | 0.704191 | 1 | 52 | 0 |
31 | 61,403.651502 | 12 | 16 | 715.445294 | 38,358.635271 | 12 | 5.997473 | 0.579187 | 2,369.382349 | 10,444.248233 | 29,316.393896 | 5 | 15 | 5 | 2 | 0.75359 | 2 | 65 | 80 | 2.938127 | 0.701259 | 0 | 88 | 0 |
31 | 42,536.55985 | 9 | 19 | 850 | 46,599.675272 | 36 | 9.115591 | 0.135722 | 2,052.929537 | 9,150.893057 | 34,101.514752 | 4 | 19 | 1 | 1 | 0.364849 | 5 | 98 | 96 | 5.440193 | 0.524457 | 0 | 58 | 0 |
47 | 48,574.341389 | 16 | 31 | 665.42699 | 1,000 | 12 | 3.731231 | 0.747618 | 2,956.561362 | 3,961.489022 | 18,800.363249 | 3 | 24 | 5 | 2 | 0.676471 | 3 | 81 | 40 | 4.642627 | 0.726637 | 1 | 44 | 0 |
46 | 56,280.909775 | 8 | 32 | 643.35554 | 27,340.800714 | 48 | 12.492621 | 0.261874 | 2,010.635316 | 26,158.280954 | 7,508.864586 | 2 | 16 | 1 | 3 | 0.866223 | 5 | 13 | 22 | 0.930188 | 0.390073 | 0 | 40 | 0 |
23 | 80,746.266234 | 14 | 0 | 702.159401 | 34,547.177086 | 60 | 5.052901 | 0.14155 | 1,938.611672 | 16,237.201139 | 18,505.649509 | 4 | 6 | 2 | 3 | 0.715068 | 1 | 41 | 31 | 5.042803 | 0.585882 | 0 | 24 | 0 |
30 | 52,653.388277 | 19 | 26 | 700.056778 | 34,487.723928 | 12 | 15.58601 | 0.056554 | 1,609.162038 | 11,303.954286 | 6,027.136828 | 4 | 20 | 5 | 3 | 0.966961 | 2 | 40 | 53 | 3.458382 | 0.461677 | 0 | 12 | 0 |
46 | 35,315.424156 | 11 | 15 | 571.402733 | 27,099.229975 | 36 | 7.232931 | 0.764854 | 1,693.493904 | 16,746.592334 | 25,715.260226 | 2 | 9 | 5 | 1 | 0.750978 | 5 | 26 | 74 | 11.733926 | 0.538515 | 0 | 73 | 0 |
20 | 72,012.064918 | 18 | 26 | 702.871185 | 20,288.595645 | 36 | 17.436451 | 0.458234 | 2,038.789173 | 23,024.538216 | 6,534.122595 | 2 | 6 | 5 | 3 | 0.131495 | 1 | 66 | 30 | 6.52606 | 0.942844 | 0 | 76 | 0 |
31 | 79,471.924216 | 18 | 0 | 627.225095 | 20,393.89685 | 24 | 13.75296 | 0.317148 | 2,499.174635 | 29,090.436436 | 34,662.754548 | 3 | 4 | 1 | 1 | 0.235282 | 3 | 25 | 30 | 8.817985 | 0.521485 | 1 | 95 | 0 |
45 | 54,776.379668 | 9 | 11 | 815.124688 | 27,921.026721 | 12 | 10.726236 | 0.119222 | 2,677.696257 | 24,971.138445 | 33,745.501032 | 1 | 7 | 4 | 1 | 0.629025 | 3 | 88 | 61 | 9.84938 | 0.439049 | 0 | 20 | 0 |
50 | 61,363.127168 | 9 | 2 | 718.730339 | 17,167.723581 | 60 | 3.423076 | 0.440183 | 1,393.266233 | 28,938.083581 | 29,422.11713 | 3 | 10 | 3 | 2 | 0.048692 | 1 | 13 | 46 | 1.909842 | 0.707639 | 0 | 30 | 0 |
25 | 66,647.402764 | 14 | 14 | 680.520531 | 24,292.818477 | 48 | 6.290163 | 0.434217 | 2,447.818489 | 0 | 14,370.920834 | 5 | 24 | 1 | 1 | 0.950104 | 1 | 2 | 20 | 9.880898 | 0.378481 | 0 | 61 | 0 |
50 | 36,032.991329 | 18 | 7 | 608.277215 | 45,283.40695 | 24 | 12.739179 | 0.519334 | 3,879.287061 | 12,184.800071 | 44,322.847873 | 3 | 22 | 4 | 1 | 0.727614 | 2 | 6 | 69 | 0.50322 | 0.272671 | 1 | 34 | 0 |
25 | 53,708.766769 | 19 | 32 | 680.339463 | 41,345.665395 | 48 | 10.383176 | 0.665302 | 1,901.237783 | 6,717.419843 | 11,609.874897 | 5 | 1 | 1 | 1 | 0.491456 | 3 | 49 | 73 | 1.434579 | 0.46906 | 0 | 54 | 0 |
38 | 58,196.132768 | 16 | 28 | 731.44849 | 47,465.143086 | 48 | 9.069458 | 0.37503 | 3,705.768949 | 19,077.308278 | 0 | 0 | 9 | 5 | 1 | 0.301233 | 1 | 60 | 95 | 8.072281 | 0.334428 | 0 | 61 | 0 |
51 | 81,626.338524 | 11 | 6 | 759.822932 | 17,769.065278 | 12 | 7.916534 | 0.666988 | 3,344.694357 | 20,143.993386 | 27,338.785644 | 5 | 27 | 5 | 2 | 0.094154 | 3 | 26 | 72 | 6.157782 | 0.034149 | 0 | 83 | 0 |
56 | 68,425.627317 | 18 | 3 | 570.182969 | 1,000 | 48 | 5.464302 | 0.675994 | 1,307.841289 | 17,576.040889 | 17,120.367187 | 0 | 13 | 5 | 3 | 0.370059 | 2 | 51 | 74 | 6.413619 | 0.116153 | 0 | 60 | 0 |
43 | 83,907.341708 | 19 | 13 | 657.91639 | 1,000 | 24 | 7.747599 | 0.505827 | 2,067.850645 | 22,618.70403 | 22,915.133713 | 5 | 28 | 1 | 2 | 0.065067 | 2 | 60 | 53 | 6.891476 | 0.87439 | 0 | 88 | 0 |
22 | 62,964.945628 | 18 | 4 | 702.036035 | 53,188.142827 | 12 | 7.423168 | 0.637559 | 2,367.069549 | 6,785.601997 | 24,873.962032 | 3 | 6 | 3 | 2 | 0.06883 | 2 | 40 | 47 | 4.791222 | 0.644538 | 1 | 91 | 0 |
35 | 81,929.480214 | 19 | 4 | 657.803622 | 31,292.239732 | 12 | 12.351536 | 0.869999 | 5,295.999796 | 30,776.613523 | 33,526.343803 | 4 | 14 | 2 | 2 | 0.591671 | 4 | 30 | 75 | 0.802165 | 0.632129 | 0 | 42 | 0 |
27 | 65,535.682733 | 18 | 19 | 640.669406 | 35,358.47454 | 12 | 7.803869 | 0.378942 | 1,995.394159 | 24,144.398033 | 0 | 2 | 28 | 2 | 1 | 0.892879 | 3 | 3 | 50 | 11.617755 | 0.179919 | 0 | 15 | 0 |
33 | 48,595.994707 | 14 | 3 | 632.196132 | 47,007.120776 | 60 | 11.061877 | 0.156182 | 1,843.743779 | 1,306.212301 | 2,400.467871 | 3 | 16 | 1 | 1 | 0.040479 | 2 | 59 | 30 | 2.70998 | 0.5745 | 0 | 28 | 0 |
47 | 64,564.523728 | 13 | 23 | 687.869481 | 5,700.370642 | 60 | 15.787222 | 0.190173 | 1,611.383707 | 29,582.918371 | 20,477.730815 | 5 | 29 | 5 | 2 | 0.096901 | 4 | 100 | 9 | 1.446788 | 0.793592 | 0 | 28 | 0 |
38 | 63,355.780679 | 9 | 22 | 613.487544 | 43,154.376029 | 36 | 17.129298 | 0.397196 | 2,138.553706 | 14,695.88845 | 24,766.734775 | 3 | 7 | 3 | 2 | 0.670115 | 1 | 2 | 12 | 8.393602 | 0.439239 | 0 | 73 | 0 |
59 | 67,049.674141 | 17 | 6 | 668.517475 | 46,377.378772 | 12 | 17.674355 | 0.059041 | 2,581.171082 | 21,415.959987 | 35,787.558781 | 4 | 8 | 2 | 3 | 0.681826 | 3 | 65 | 3 | 9.424109 | 0.695532 | 2 | 31 | 0 |
49 | 101,397.473252 | 15 | 10 | 720.366831 | 11,299.818675 | 60 | 5.203324 | 0.524996 | 2,141.553452 | 24,774.895052 | 21,151.553647 | 0 | 5 | 1 | 1 | 0.333718 | 4 | 69 | 45 | 10.511069 | 0.452732 | 0 | 52 | 0 |
47 | 84,398.086108 | 19 | 17 | 692.665208 | 34,282.026235 | 24 | 14.656743 | 0.668977 | 2,455.594024 | 21,981.731603 | 13,612.208189 | 0 | 22 | 1 | 1 | 0.700715 | 1 | 91 | 84 | 7.528097 | 0.796411 | 1 | 50 | 0 |
24 | 86,004.263125 | 13 | 0 | 620.788939 | 12,593.280876 | 12 | 15.512693 | 0.800605 | 1,946.386626 | 17,801.367571 | 28,799.223192 | 3 | 5 | 4 | 1 | 0.116331 | 5 | 16 | 94 | 8.295517 | 0.277245 | 1 | 20 | 0 |
58 | 55,634.154742 | 10 | 12 | 702.525922 | 20,680.045062 | 12 | 17.434412 | 0.592064 | 1,269.244175 | 6,667.292701 | 14,057.686091 | 2 | 2 | 1 | 3 | 0.247089 | 5 | 78 | 98 | 1.300741 | 0.044261 | 0 | 18 | 0 |
18 | 21,905.537805 | 11 | 8 | 637.060431 | 18,298.2006 | 48 | 15.741569 | 0.360876 | 3,111.125379 | 10,015.74528 | 8,612.465559 | 4 | 11 | 5 | 1 | 0.776212 | 2 | 18 | 52 | 3.84408 | 0.79201 | 1 | 95 | 0 |
33 | 80,822.784329 | 15 | 30 | 639.222457 | 31,634.781021 | 60 | 14.629847 | 0.387057 | 1,432.023485 | 11,904.434031 | 23,290.253301 | 4 | 2 | 3 | 1 | 0.219706 | 4 | 60 | 94 | 5.259005 | 0.288704 | 0 | 27 | 0 |
21 | 70,650.563547 | 15 | 37 | 672.399386 | 27,026.006572 | 12 | 12.543937 | 0.622824 | 333.444856 | 14,153.39278 | 11,350.148572 | 1 | 13 | 2 | 2 | 0.587431 | 3 | 79 | 67 | 7.665289 | 0.374361 | 1 | 12 | 0 |
54 | 24,423.430365 | 15 | 34 | 760.335657 | 32,741.977051 | 12 | 14.719242 | 0.685903 | 3,197.917482 | 13,556.56115 | 2,347.77164 | 2 | 14 | 3 | 2 | 0.044607 | 4 | 90 | 20 | 3.960462 | 0.475276 | 0 | 34 | 0 |
51 | 75,281.093989 | 14 | 4 | 659.555558 | 15,789.214362 | 12 | 9.718022 | 0.38767 | 2,505.737085 | 13,177.252592 | 12,115.135836 | 5 | 16 | 3 | 1 | 0.827556 | 2 | 52 | 19 | 3.518151 | 0.203051 | 1 | 53 | 0 |
55 | 59,430.838945 | 16 | 14 | 662.364999 | 29,450.94142 | 12 | 15.259177 | 0.549191 | 1,354.089742 | 25,921.408521 | 45,276.800071 | 0 | 27 | 4 | 1 | 0.885166 | 4 | 54 | 60 | 5.273944 | 0.102837 | 0 | 97 | 0 |
27 | 51,578.776661 | 18 | 37 | 727.90466 | 38,341.561978 | 12 | 15.851782 | 0.722156 | 1,267.683304 | 19,559.787782 | 39,987.484976 | 0 | 1 | 5 | 3 | 0.589428 | 4 | 79 | 62 | 2.471915 | 0.91388 | 0 | 62 | 0 |
42 | 75,850.814691 | 13 | 6 | 778.591318 | 39,783.575953 | 12 | 4.274216 | 0.188832 | 2,422.521731 | 18,491.686972 | 13,867.182684 | 5 | 26 | 2 | 1 | 0.724765 | 5 | 25 | 92 | 2.257523 | 0.976701 | 0 | 24 | 0 |
37 | 35,327.192181 | 12 | 5 | 582.444723 | 23,637.906835 | 12 | 16.337043 | 0.192704 | 2,436.747938 | 2,860.633221 | 3,474.690245 | 0 | 2 | 5 | 3 | 0.688456 | 4 | 87 | 6 | 10.947375 | 0.400694 | 0 | 56 | 0 |
52 | 74,754.324159 | 13 | 21 | 736.424538 | 34,577.194252 | 48 | 9.816534 | 0.473102 | 1,732.585691 | 0 | 22,361.831158 | 3 | 14 | 5 | 1 | 0.164873 | 2 | 91 | 18 | 4.641193 | 0.475964 | 0 | 57 | 0 |
53 | 74,941.797743 | 12 | 13 | 716.51896 | 24,165.211676 | 24 | 6.698331 | 0.883915 | 2,966.921012 | 4,795.232236 | 4,975.740769 | 0 | 10 | 3 | 2 | 0.086292 | 2 | 75 | 1 | 4.437601 | 0.196794 | 0 | 55 | 0 |
42 | 62,098.873165 | 18 | 2 | 664.108257 | 47,551.760755 | 12 | 14.170073 | 0.372118 | 1,305.295666 | 24,623.253031 | 13,124.684732 | 0 | 25 | 4 | 3 | 0.235374 | 4 | 45 | 56 | 7.522477 | 0.359516 | 0 | 62 | 0 |
49 | 59,341.628016 | 16 | 23 | 639.541998 | 31,542.381165 | 60 | 7.771379 | 0.186508 | 3,359.26684 | 22,213.762299 | 25,124.970409 | 4 | 17 | 2 | 3 | 0.060785 | 1 | 35 | 42 | 7.754973 | 0.377247 | 1 | 76 | 0 |
21 | 57,518.47736 | 15 | 29 | 748.141401 | 46,482.664031 | 48 | 8.273622 | 0.612598 | 2,157.441788 | 0 | 42,992.416166 | 5 | 24 | 4 | 1 | 0.985083 | 4 | 1 | 84 | 2.326924 | 0.747815 | 1 | 82 | 0 |
27 | 52,743.283569 | 17 | 28 | 771.498786 | 7,907.025144 | 36 | 3.382301 | 0.313521 | 2,339.646214 | 25,384.799702 | 23,407.384594 | 1 | 0 | 1 | 2 | 0.638443 | 5 | 9 | 37 | 1.405173 | 0.81513 | 0 | 79 | 0 |
56 | 67,658.298474 | 14 | 27 | 646.129401 | 16,687.306248 | 12 | 3.34364 | 0.275968 | 1,160.571242 | 7,842.292692 | 5,084.393566 | 1 | 29 | 3 | 2 | 0.912972 | 5 | 11 | 99 | 10.737107 | 0.650564 | 0 | 32 | 0 |
50 | 71,138.266762 | 12 | 19 | 533.865619 | 13,647.896129 | 60 | 9.123321 | 0.182584 | 1,973.026654 | 19,186.450656 | 18,636.498661 | 1 | 20 | 1 | 2 | 0.604103 | 1 | 86 | 24 | 8.50365 | 0.488355 | 1 | 49 | 0 |
63 | 58,246.946477 | 14 | 21 | 582.371666 | 25,016.595795 | 24 | 15.000757 | 0.641416 | 2,934.389942 | 0 | 0 | 5 | 27 | 5 | 3 | 0.07151 | 4 | 99 | 80 | 3.694887 | 0.528045 | 0 | 52 | 0 |
55 | 84,111.698564 | 17 | 37 | 690.641281 | 35,210.574373 | 12 | 9.475512 | 0.746725 | 1,955.361274 | 19,483.893018 | 28,122.609704 | 4 | 9 | 3 | 2 | 0.074576 | 4 | 88 | 58 | 5.172674 | 0.956694 | 0 | 73 | 0 |
40 | 55,756.373853 | 16 | 26 | 717.16164 | 5,511.265904 | 36 | 16.970508 | 0.432114 | 3,515.607834 | 6,620.86671 | 20,019.492912 | 1 | 10 | 3 | 3 | 0.754193 | 3 | 45 | 87 | 4.79454 | 0.220368 | 0 | 42 | 0 |
42 | 60,892.28939 | 11 | 14 | 702.060715 | 22,629.050818 | 12 | 13.94049 | 0.246701 | 1,369.096546 | 11,096.247823 | 31,625.250025 | 1 | 23 | 2 | 2 | 0.734934 | 2 | 78 | 72 | 7.717387 | 0.075297 | 0 | 17 | 0 |
33 | 51,108.758447 | 16 | 8 | 658.815127 | 23,497.22665 | 24 | 14.529474 | 0.076868 | 4,305.294368 | 22,426.046758 | 30,473.871207 | 1 | 24 | 5 | 2 | 0.835011 | 3 | 69 | 100 | 5.248058 | 0.785353 | 0 | 60 | 0 |
29 | 75,139.328973 | 12 | 2 | 640.862235 | 39,859.150249 | 12 | 3.030719 | 0.288647 | 2,488.08387 | 24,003.298653 | 0 | 0 | 22 | 3 | 3 | 0.91222 | 2 | 25 | 69 | 7.526787 | 0.862693 | 0 | 67 | 0 |
29 | 48,418.537814 | 18 | 17 | 661.557596 | 26,333.857463 | 24 | 15.292422 | 0.223276 | 3,659.91531 | 25,463.568522 | 27,189.65201 | 3 | 9 | 5 | 1 | 0.760424 | 1 | 1 | 94 | 7.343397 | 0.305172 | 1 | 63 | 0 |
47 | 52,830.53658 | 17 | 38 | 642.993414 | 20,771.136212 | 60 | 17.565003 | 0.609477 | 2,319.904136 | 0 | 344.995724 | 2 | 18 | 5 | 2 | 0.366055 | 3 | 94 | 65 | 4.231912 | 0.450374 | 2 | 67 | 0 |
30 | 61,508.329953 | 18 | 7 | 688.218754 | 9,949.323891 | 12 | 14.690327 | 0.221283 | 3,308.877049 | 27,062.116263 | 19,101.423031 | 1 | 25 | 4 | 3 | 0.918582 | 2 | 2 | 34 | 0.631146 | 0.718412 | 0 | 23 | 0 |
32 | 58,977.372734 | 13 | 5 | 679.088737 | 16,962.34292 | 12 | 9.032424 | 0.594208 | 2,655.683381 | 19,359.602566 | 13,620.977893 | 2 | 11 | 1 | 1 | 0.408747 | 1 | 23 | 67 | 2.103607 | 0.260583 | 0 | 14 | 0 |
25 | 86,097.511434 | 14 | 10 | 637.150905 | 28,653.660072 | 60 | 5.421332 | 0.856971 | 1,923.749745 | 23,624.011755 | 35,731.27632 | 4 | 5 | 3 | 1 | 0.804176 | 5 | 21 | 81 | 5.360328 | 0.792982 | 0 | 18 | 0 |
50 | 51,376.496633 | 17 | 34 | 617.926088 | 19,416.354171 | 60 | 3.586652 | 0.0712 | 3,309.749302 | 14,173.642954 | 19,724.661704 | 1 | 23 | 5 | 3 | 0.255516 | 4 | 77 | 39 | 9.078414 | 0.047807 | 3 | 83 | 0 |
25 | 69,999.285149 | 16 | 15 | 767.9425 | 25,269.668955 | 60 | 16.316636 | 0.636254 | 2,745.336681 | 16,406.228033 | 18,510.297568 | 4 | 11 | 3 | 2 | 0.506669 | 3 | 68 | 97 | 7.685392 | 0.680665 | 1 | 53 | 0 |
20 | 61,249.10707 | 8 | 21 | 642.118254 | 19,311.891313 | 48 | 9.856049 | 0.194703 | 1,987.302457 | 25,775.029899 | 30,418.066506 | 5 | 29 | 2 | 2 | 0.591097 | 5 | 35 | 39 | 8.033866 | 0.9611 | 1 | 17 | 0 |
38 | 76,050.235487 | 8 | 24 | 671.054107 | 27,876.197326 | 60 | 3.308376 | 0.56815 | 2,223.268094 | 13,155.966161 | 23,823.770267 | 2 | 11 | 2 | 1 | 0.50425 | 3 | 65 | 18 | 7.031649 | 0.190964 | 0 | 10 | 0 |
54 | 46,018.691183 | 17 | 33 | 769.198255 | 35,490.138659 | 24 | 11.906179 | 0.743667 | 2,342.566933 | 9,274.589764 | 35,898.267527 | 5 | 16 | 1 | 2 | 0.975902 | 4 | 90 | 54 | 1.392858 | 0.733708 | 1 | 77 | 0 |
50 | 36,543.215521 | 11 | 17 | 612.610201 | 31,892.371574 | 12 | 14.351485 | 0.281335 | 2,015.559387 | 7,062.759354 | 15,814.334717 | 4 | 26 | 2 | 1 | 0.548598 | 5 | 6 | 91 | 3.699637 | 0.920123 | 0 | 100 | 0 |
38 | 18,008.000395 | 18 | 4 | 720.620785 | 23,741.351823 | 12 | 6.823132 | 0.871803 | 2,798.890515 | 11,206.187773 | 4,717.019955 | 0 | 23 | 4 | 1 | 0.627478 | 4 | 35 | 38 | 5.046696 | 0.55428 | 1 | 20 | 0 |
51 | 36,614.008169 | 10 | 33 | 727.347679 | 29,971.747495 | 60 | 5.46101 | 0.73179 | 1,677.984308 | 4,847.108176 | 18,492.097274 | 5 | 0 | 4 | 3 | 0.400888 | 2 | 96 | 63 | 6.700913 | 0.874227 | 0 | 100 | 0 |
20 | 75,687.853333 | 10 | 22 | 666.963833 | 13,389.290544 | 36 | 13.347736 | 0.423718 | 1,058.40114 | 29,132.940837 | 46,945.924627 | 2 | 14 | 5 | 1 | 0.845511 | 5 | 34 | 23 | 2.846936 | 0.634419 | 1 | 11 | 0 |
33 | 82,971.195782 | 18 | 21 | 677.666984 | 7,275.817795 | 48 | 8.280654 | 0.722426 | 1,257.729782 | 8,173.363117 | 12,370.343911 | 5 | 1 | 5 | 1 | 0.436241 | 5 | 90 | 70 | 3.860734 | 0.89657 | 1 | 53 | 0 |
18 | 72,356.25317 | 15 | 9 | 731.47056 | 25,996.013267 | 48 | 12.086467 | 0.237274 | 4,086.20607 | 31,456.616046 | 47,511.618848 | 5 | 19 | 2 | 1 | 0.388143 | 4 | 40 | 75 | 9.02774 | 0.945972 | 0 | 63 | 0 |
32 | 57,443.29498 | 17 | 12 | 659.596072 | 46,861.657592 | 60 | 8.259028 | 0.390225 | 3,120.914352 | 18,923.71019 | 18,101.568207 | 1 | 24 | 3 | 3 | 0.570149 | 5 | 85 | 1 | 2.563356 | 0.199064 | 0 | 52 | 0 |
61 | 53,014.740066 | 8 | 13 | 698.041015 | 43,735.134829 | 48 | 15.904828 | 0.875904 | 2,717.470631 | 15,638.277111 | 42,894.937624 | 1 | 25 | 4 | 1 | 0.193617 | 3 | 18 | 91 | 10.481992 | 0.823053 | 0 | 53 | 0 |
51 | 70,736.55407 | 19 | 7 | 667.852917 | 43,309.51543 | 36 | 9.86796 | 0.178761 | 1,452.493122 | 19,161.608697 | 11,712.229184 | 1 | 14 | 2 | 3 | 0.763027 | 5 | 75 | 4 | 7.80132 | 0.166639 | 1 | 94 | 0 |
32 | 50,905.365244 | 14 | 9 | 690.977892 | 44,062.907142 | 12 | 11.612872 | 0.504459 | 2,882.942245 | 3,665.532248 | 2,354.950034 | 5 | 28 | 4 | 2 | 0.393036 | 2 | 15 | 1 | 5.886523 | 0.158886 | 1 | 19 | 0 |
48 | 65,476.876845 | 18 | 0 | 546.202943 | 30,804.572303 | 36 | 15.533456 | 0.118625 | 3,093.139541 | 20,090.933012 | 4,647.879804 | 0 | 25 | 4 | 1 | 0.855393 | 1 | 75 | 97 | 4.014488 | 0.445096 | 2 | 65 | 0 |
50 | 63,244.598117 | 9 | 0 | 556.951999 | 10,224.798229 | 24 | 10.237924 | 0.367284 | 3,351.866571 | 14,564.404551 | 27,020.583091 | 0 | 8 | 3 | 1 | 0.274503 | 3 | 31 | 81 | 3.187279 | 0.610281 | 0 | 96 | 0 |
21 | 39,813.71907 | 9 | 18 | 756.869022 | 27,975.680078 | 24 | 6.722926 | 0.313626 | 1,660.551928 | 9,588.013547 | 36,312.098924 | 4 | 8 | 4 | 3 | 0.948407 | 3 | 68 | 50 | 8.911778 | 0.8063 | 0 | 62 | 0 |
37 | 83,723.502018 | 9 | 4 | 732.502651 | 17,280.754863 | 60 | 14.555404 | 0.714099 | 1,941.165773 | 28,440.215439 | 37,120.691367 | 1 | 24 | 5 | 3 | 0.341271 | 1 | 48 | 38 | 8.30294 | 0.876446 | 1 | 91 | 0 |
20 | 57,277.231932 | 12 | 37 | 686.182924 | 1,000 | 12 | 9.290535 | 0.140096 | 2,929.802986 | 21,379.748531 | 44,756.559013 | 5 | 2 | 5 | 1 | 0.101695 | 2 | 86 | 91 | 7.447459 | 0.112458 | 0 | 1 | 0 |
43 | 49,288.635116 | 18 | 33 | 651.704118 | 23,725.895647 | 36 | 7.77014 | 0.349233 | 2,448.591416 | 25,531.887994 | 41,295.390755 | 2 | 0 | 3 | 1 | 0.775558 | 5 | 49 | 45 | 4.113594 | 0.872307 | 0 | 43 | 0 |
23 | 60,067.091488 | 14 | 18 | 625.400814 | 23,895.645176 | 48 | 3.260894 | 0.793192 | 3,748.827372 | 8,504.149465 | 13,115.848104 | 5 | 14 | 2 | 1 | 0.188386 | 2 | 73 | 20 | 8.919924 | 0.325796 | 2 | 75 | 0 |
55 | 56,168.252473 | 18 | 21 | 635.607881 | 14,133.069024 | 60 | 3.384082 | 0.572833 | 1,974.75384 | 27,669.237255 | 18,305.554886 | 4 | 16 | 2 | 2 | 0.452593 | 5 | 27 | 5 | 4.308823 | 0.839754 | 0 | 55 | 0 |
32 | 49,538.750661 | 17 | 36 | 688.874053 | 59,622.963015 | 12 | 6.058113 | 0.227195 | 1,094.785494 | 29,844.836997 | 26,185.273794 | 0 | 23 | 5 | 1 | 0.069508 | 3 | 88 | 3 | 7.055924 | 0.985818 | 1 | 11 | 0 |
57 | 44,017.739427 | 14 | 31 | 712.868113 | 12,868.013469 | 36 | 9.760575 | 0.632125 | 2,100.805896 | 18,457.530718 | 13,853.478687 | 5 | 25 | 4 | 1 | 0.111053 | 5 | 77 | 48 | 4.675342 | 0.205036 | 0 | 10 | 0 |
62 | 65,322.937572 | 14 | 32 | 725.001717 | 18,025.829883 | 48 | 3.391383 | 0.626379 | 1,965.509011 | 0 | 18,480.768896 | 2 | 27 | 3 | 3 | 0.33081 | 2 | 92 | 82 | 2.212601 | 0.662697 | 0 | 48 | 0 |
41 | 68,064.275381 | 18 | 21 | 747.777913 | 28,661.534912 | 48 | 9.473267 | 0.884603 | 2,152.723744 | 0 | 42,333.865828 | 1 | 23 | 2 | 3 | 0.398983 | 2 | 87 | 29 | 8.528413 | 0.197391 | 0 | 74 | 0 |
21 | 47,748.588204 | 8 | 6 | 762.247994 | 57,606.954782 | 24 | 3.80825 | 0.058013 | 1,760.971056 | 9,870.663328 | 22,370.447594 | 5 | 21 | 3 | 2 | 0.678248 | 3 | 45 | 48 | 9.401849 | 0.519184 | 0 | 69 | 0 |
39 | 73,966.920965 | 10 | 13 | 763.70317 | 35,028.870648 | 12 | 10.315709 | 0.118139 | 2,129.242796 | 8,690.985752 | 20,047.44616 | 5 | 25 | 4 | 3 | 0.74921 | 5 | 81 | 15 | 11.664675 | 0.892573 | 0 | 6 | 0 |
51 | 54,565.116234 | 17 | 29 | 713.584794 | 47,513.147684 | 60 | 4.967414 | 0.1803 | 3,006.887105 | 12,650.428414 | 30,394.773817 | 0 | 2 | 4 | 2 | 0.281132 | 2 | 46 | 47 | 10.722199 | 0.213644 | 0 | 14 | 0 |
55 | 55,522.783704 | 10 | 30 | 635.070723 | 14,101.842273 | 60 | 14.921784 | 0.275855 | 3,140.640227 | 8,265.361745 | 28,004.301478 | 0 | 7 | 2 | 2 | 0.017188 | 3 | 77 | 26 | 4.476458 | 0.88732 | 0 | 39 | 0 |
47 | 67,207.673879 | 13 | 8 | 648.896893 | 21,772.864725 | 48 | 10.700586 | 0.206393 | 3,092.832785 | 18,688.834393 | 20,143.118603 | 3 | 20 | 2 | 2 | 0.8691 | 3 | 36 | 1 | 3.147567 | 0.617184 | 0 | 84 | 0 |
35 | 41,551.220328 | 15 | 18 | 690.327364 | 24,437.730852 | 24 | 4.506768 | 0.460849 | 2,792.137596 | 18,829.79322 | 16,254.400181 | 1 | 5 | 2 | 2 | 0.985785 | 5 | 54 | 28 | 7.428411 | 0.791758 | 2 | 43 | 0 |
52 | 65,350.171341 | 12 | 0 | 609.815208 | 25,165.703846 | 48 | 7.889132 | 0.070889 | 300 | 16,420.422007 | 17,688.656094 | 1 | 2 | 3 | 1 | 0.427882 | 2 | 48 | 69 | 4.305044 | 0.159007 | 0 | 4 | 0 |
31 | 65,825.175044 | 11 | 20 | 772.808116 | 18,420.059225 | 12 | 5.482238 | 0.62198 | 4,052.574708 | 1,809.819573 | 38,567.370789 | 1 | 22 | 2 | 2 | 0.413656 | 4 | 2 | 60 | 10.66027 | 0.495525 | 1 | 81 | 0 |
40 | 74,820.195822 | 14 | 23 | 682.351797 | 57,621.336126 | 60 | 4.406008 | 0.703013 | 1,803.239758 | 24,167.645237 | 39,493.277229 | 5 | 21 | 4 | 1 | 0.478882 | 4 | 31 | 33 | 0.628708 | 0.168689 | 1 | 56 | 0 |
39 | 81,184.755121 | 9 | 13 | 723.671751 | 25,042.567516 | 12 | 10.63485 | 0.868283 | 2,789.39053 | 22,359.862696 | 41,601.681267 | 5 | 13 | 2 | 2 | 0.654611 | 3 | 23 | 97 | 1.603241 | 0.000068 | 0 | 54 | 0 |
53 | 88,331.930241 | 9 | 7 | 729.782888 | 25,139.120507 | 60 | 9.4303 | 0.607583 | 1,820.311697 | 15,369.619128 | 19,260.807065 | 4 | 25 | 3 | 3 | 0.408104 | 5 | 61 | 30 | 11.996001 | 0.776009 | 1 | 79 | 0 |
37 | 74,762.316474 | 17 | 23 | 660.48143 | 34,209.435424 | 36 | 4.639569 | 0.758831 | 3,191.457572 | 12,341.98796 | 28,475.345659 | 3 | 11 | 3 | 2 | 0.719448 | 4 | 96 | 96 | 7.277055 | 0.542776 | 0 | 48 | 0 |
26 | 42,375.978238 | 17 | 25 | 659.609714 | 28,166.679583 | 12 | 8.956516 | 0.85656 | 2,177.126735 | 20,887.242132 | 38,079.113761 | 1 | 23 | 5 | 2 | 0.756536 | 5 | 28 | 46 | 4.709911 | 0.74421 | 0 | 99 | 0 |
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Financial Risk Classification
A synthetic dataset for supervised learning using Logistic Regression, KNN, and
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- Source: Kaggle
- Original Size: 0.55 MB
- Kaggle Downloads: 184
- Files: 1
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Financial Risk Classification Dataset.csv
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