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ID | Описание | Дата |
---|---|---|
c22e2123-5e0e-4e46-9698-4b176c6eac6c | re-intermediate sticky platforms | 2020-02-05 |
6a4953a1-0199-4de0-87cd-199b412ac73c | iterate transparent users | 1973-09-29 |
d7973de2-8b0d-4252-9dd5-45acf6240902 | morph front-end applications | 2011-01-17 |
f2de7237-c48e-4631-9b17-52a588e49a43 | innovate robust supply-chains | 1975-01-30 |
6aa136ef-777d-4c0e-90f3-778191fde7f0 | leverage next-generation markets | 2002-09-15 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | Journalist | 27865.260 | 4 | 3 | 6 | 1 | 27 | 18 | 19.05 | 5.0 | Standard | 635.59 | 22.013819 | Yes | 17.698443 | 339.148728 | Low_spent_Small_value_payments | 193.763329 | Standard | 0 |
36 | Developer | 39579.600 | 6 | 5 | 10 | 6 | 19 | 13 | 17.69 | 5.0 | Standard | 634.77 | 35.400195 | Yes | 127.940399 | 53.193151 | High_spent_Medium_value_payments | 389.496450 | Standard | 0 |
24 | Accountant | 65234.240 | 3 | 4 | 1 | 0 | 16 | 8 | 3.90 | 1.0 | Good | 39.46 | 38.346752 | No | 0.000000 | 140.162210 | High_spent_Medium_value_payments | 653.156456 | Poor | 361 |
36 | Manager | 12332.855 | 7 | 7 | 9 | 4 | 13 | 13 | 13.92 | 4.0 | Standard | 1169.76 | 29.074205 | Yes | 20.650802 | 58.130478 | Low_spent_Small_value_payments | 297.892511 | Standard | 188 |
55 | Entrepreneur | 69823.720 | 4 | 2 | 3 | 4 | 8 | 3 | 6.97 | 5.0 | Good | 163.11 | 34.449507 | NM | 128.574933 | 96.260273 | High_spent_Medium_value_payments | 579.929128 | Standard | 339 |
42 | Mechanic | 129680.280 | 8 | 3 | 5 | 2 | 27 | 18 | 16.65 | 2.0 | Standard | 240.27 | 45.169693 | Yes | 114.165609 | 270.314940 | High_spent_Medium_value_payments | 929.888451 | Standard | 241 |
18 | Lawyer | 30355.350 | 6 | 3 | 12 | 4 | 34 | 8 | 0.91 | 1.0 | Standard | 1328.41 | 32.412703 | No | 64.480944 | 180.219475 | Low_spent_Large_value_payments | 256.060830 | Standard | 197 |
29 | Architect | 28485.710 | 1 | 6 | 7 | 3 | 5 | 1 | 9.33 | 1.0 | Good | 939.54 | 29.850035 | No | 51.289931 | 0.000000 | High_spent_Medium_value_payments | 350.447360 | Standard | 260 |
31 | Journalist | 17517.550 | 8 | 7 | 4 | 0 | 8 | 17 | 10.07 | 1.0 | Good | 1321.23 | 26.506343 | No | 0.000000 | 60.723638 | Low_spent_Small_value_payments | 358.655945 | Good | 181 |
33 | Doctor | 14917.845 | 1 | 7 | 6 | 2 | 9 | 2 | 0.68 | 9.0 | Good | 609.71 | 35.009286 | No | 17.707816 | 136.161801 | Low_spent_Small_value_payments | 288.345758 | Standard | 212 |
26 | Engineer | 44590.100 | 5 | 5 | 8 | 1 | 6 | 6 | 2.51 | 2.0 | Good | 555.48 | 41.364432 | No | 33.797193 | 0.000000 | Low_spent_Small_value_payments | 438.140047 | Standard | 259 |
33 | Engineer | 23176251.000 | 7 | 4 | 12 | 0 | 21 | 11 | 9.92 | 5.0 | Good | 1167.56 | 22.817230 | NM | 0.000000 | 874.109939 | Low_spent_Small_value_payments | 203.501561 | Poor | 214 |
32 | Media_Manager | 32187.360 | 4 | 3 | 9 | 4 | 6 | 0 | 1.40 | 7.0 | Good | 366.87 | 25.541604 | No | 106.821939 | 99.328439 | High_spent_Medium_value_payments | 286.177621 | Poor | 328 |
39 | Teacher | 16154.255 | 6 | 3 | 7 | 3 | 9 | 20 | 6.11 | 5.0 | Standard | 1232.63 | 22.430213 | Yes | 24.027842 | 89.886718 | Low_spent_Medium_value_payments | 316.704231 | Standard | 211 |
31 | Engineer | 35300.500 | 3 | 5 | 14 | 4 | 14 | 12 | 12.08 | 6.0 | Standard | 404.81 | 24.849906 | Yes | 106.104078 | 161.990019 | Low_spent_Large_value_payments | 299.176737 | Standard | 167 |
43 | Teacher | 115379.640 | 6 | 4 | 9 | 0 | 8 | 11 | 8.97 | 0.0 | Standard | 364.66 | 35.914011 | No | 0.000000 | 193.771583 | High_spent_Large_value_payments | 1018.525417 | Good | 343 |
32 | Writer | 29895.530 | 4 | 5 | 8 | 0 | 7 | 2 | 2.22 | 6.0 | Good | 878.78 | 38.497155 | No | 0.000000 | 139.566883 | High_spent_Small_value_payments | 345.062533 | Standard | 320 |
31 | Scientist | 132123.840 | 0 | 2 | 1 | 0 | 10 | 9 | 1.45 | 2.0 | Good | 1445.31 | 37.450998 | No | 0.000000 | 160.146020 | High_spent_Large_value_payments | 1169.385980 | Good | 291 |
55 | Teacher | 79642.860 | 2 | 5 | 5 | 3 | 4 | 3 | 4.15 | 1.0 | Good | 911.67 | 36.490995 | No | 172.808916 | 259.943210 | High_spent_Medium_value_payments | 468.238374 | Good | 361 |
30 | Entrepreneur | 56784.540 | 8 | 5 | 17 | 4 | 12 | 16 | 8.56 | 3.0 | Standard | 234.96 | 32.915273 | No | 146.676729 | 637.996636 | Low_spent_Small_value_payments | 0.131136 | Standard | 198 |
37 | Mechanic | 21578.575 | 1 | 3 | 4 | 1 | 4 | 0 | 6.55 | 4.0 | Good | 881.05 | 34.118148 | No | 11.614217 | 18.187518 | High_spent_Large_value_payments | 360.119723 | Good | 343 |
44 | Teacher | 8787.900 | 8 | 5 | 18 | 5 | 8 | 23 | 9.13 | 4.0 | Standard | 234.47 | 23.558650 | Yes | 23.825375 | 25.552050 | Low_spent_Small_value_payments | 289.755075 | Standard | 165 |
44 | Developer | 14705.900 | 7 | 5 | 19 | 6 | 6 | 17 | 17.91 | 4.0 | Standard | 1190.80 | 35.957592 | Yes | 57.893047 | 59.323682 | High_spent_Small_value_payments | 290.732437 | Standard | 188 |
34 | Doctor | 49056.090 | 7 | 8 | 19 | 3 | 32 | 20 | 10.29 | 12.0 | Bad | 1336.77 | 40.949715 | Yes | 116.695069 | 149.057914 | High_spent_Medium_value_payments | 409.647767 | Poor | 77 |
20 | Teacher | 19491.840 | 6 | 4 | 17 | 1 | 24 | 12 | 7.63 | 7.0 | Standard | 1158.75 | 31.558369 | Yes | 12.533613 | 200.044786 | Low_spent_Small_value_payments | 263.253601 | Poor | 399 |
38 | Journalist | 28194.800 | 2 | 3 | 11 | 3 | 13 | 13 | 9.78 | 1.0 | Good | 139.84 | 26.745827 | No | 55.467288 | 260.725047 | Low_spent_Small_value_payments | 216.564331 | Standard | 249 |
21 | Media_Manager | 73675.650 | 5 | 4 | 20 | 1 | 6 | 16 | 6.00 | 2.0 | Standard | 56.92 | 33.919141 | Yes | 31.606535 | 689.850579 | Low_spent_Small_value_payments | 175.906637 | Standard | 0 |
26 | Lawyer | 41848.260 | 8 | 7 | 11 | 1 | 19 | 17 | 5.61 | 2.0 | Standard | 616.98 | 30.524172 | No | 31.725746 | 162.310150 | High_spent_Small_value_payments | 423.799604 | Standard | 388 |
53 | Media_Manager | 26420.210 | 8 | 3 | 11 | 1 | 24 | 15 | 6.09 | 1.0 | Good | 289.24 | 30.548050 | No | 14.364049 | 103.783773 | High_spent_Medium_value_payments | 378.120594 | Good | 402 |
49 | Engineer | 143665.120 | 0 | 4 | 2 | 0 | 4 | 5 | 6.77 | 5.0 | Good | 93.25 | 44.476114 | No | 0.000000 | 169.008388 | High_spent_Large_value_payments | 1287.800945 | Poor | 343 |
35 | Journalist | 43849.260 | 3 | 1 | 1 | 2 | 8 | 9 | 2.47 | 4.0 | Good | 506.71 | 34.200106 | No | 65.009201 | 127.011827 | High_spent_Medium_value_payments | 433.689472 | Good | 0 |
40 | Accountant | 40878.850 | 0 | 5 | 11 | 4 | 4 | 7 | 9.86 | 8.0 | Good | 1360.31 | 36.896119 | No | 105.017091 | 231.670384 | High_spent_Small_value_payments | 267.369608 | Standard | 293 |
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