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ID | Описание | Дата |
---|---|---|
8d71ab1b-8a4e-49b2-8435-b2a09bffa094 | grow clicks-and-mortar deliverables | 2020-07-16 |
3d4af04b-4a47-4104-a1db-567ea7397043 | e-enable distributed info-mediaries | 2000-09-07 |
c5c1c89b-41ac-40dc-a88d-0554c9cf2d6c | enable viral users | 1980-08-30 |
7020aaf4-c183-413b-be1a-a1dfa183d457 | envisioneer open-source models | 1999-04-06 |
7eaa8b11-f3ed-4401-8d6b-1d8a6d59cf84 | reinvent strategic networks | 1976-06-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Entrepreneur | 41735.550 | 0 | 3 | 8 | 4 | 15 | 4 | 11.25 | 3.0 | Good | 1480.92 | 34.510948 | NM | 109.614147 | 87.831430 | High_spent_Medium_value_payments | 388.350673 | Standard | 297 |
36 | Lawyer | 32485.420 | 3 | 6 | 7 | 0 | 17 | 0 | 0.92 | 2.0 | Standard | 998.90 | 39.412166 | No | 0.000000 | 56.183539 | High_spent_Large_value_payments | 428.928295 | Standard | 401 |
32 | Accountant | 26217.460 | 8 | 3 | 18 | 2 | 9 | 17 | 8.81 | 4.0 | Standard | 1135.43 | 22.397021 | NM | 27.045547 | 105.831361 | Low_spent_Large_value_payments | 330.201924 | Standard | 321 |
43 | Lawyer | 41896.880 | 5 | 7 | 1 | 4 | 19 | 9 | 5.90 | 5.0 | Good | 317.73 | 31.187640 | No | 132.318109 | 0.000000 | High_spent_Small_value_payments | 307.515494 | Poor | 328 |
35 | Mechanic | 33645.240 | 4 | 6 | 2 | 3 | 11 | 12 | 10.47 | 4.0 | Good | 1162.68 | 37.756268 | No | 58.538691 | 97.688287 | High_spent_Small_value_payments | 373.150022 | Standard | 0 |
21 | Architect | 130353.390 | 5 | 6 | 10 | 1 | 2 | 2 | 10.39 | 4.0 | Good | 804.31 | 32.770661 | NM | 104.746202 | 736.130193 | Low_spent_Small_value_payments | 544.101855 | Poor | 296 |
40 | Developer | 122618.160 | 3 | 7 | 5 | 1 | 20 | 20 | 9.14 | 0.0 | Standard | 664.37 | 28.498570 | No | 62.380100 | 0.000000 | High_spent_Large_value_payments | 1009.770443 | Standard | 375 |
32 | Entrepreneur | 94545.750 | 0 | 6 | 8 | 0 | 11 | 8 | 10.74 | 4.0 | Good | 384.80 | 41.647602 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 482.758123 | Standard | 293 |
30 | Lawyer | 117724.160 | 1 | 5 | 10 | 2 | 10 | 0 | 10.26 | 5.0 | Good | 560.80 | 32.362229 | No | 156.374876 | 1223.002563 | Low_spent_Small_value_payments | 0.000000 | Good | 193 |
31 | Lawyer | 44498.780 | 4 | 5 | 18 | 3 | 17 | 11 | 11.73 | 4.0 | Standard | 1131.03 | 28.528919 | Yes | 92.444473 | 119.143183 | High_spent_Medium_value_payments | 413.235511 | Standard | 0 |
46 | Musician | 126769.860 | 5 | 4 | 6 | 1 | 12 | 5 | 6.63 | 1.0 | Good | 393.52 | 33.661563 | No | 79.733538 | 113.348913 | High_spent_Large_value_payments | 1073.433049 | Good | 293 |
18 | Teacher | 19742.240 | 7 | 6 | 32 | 4 | 18 | 13 | 9.55 | 9.0 | Standard | 1373.49 | 29.404769 | Yes | 52.090958 | 41.776132 | Low_spent_Large_value_payments | 338.051576 | Poor | 0 |
40 | Architect | 28012.420 | 5 | 7 | 14 | 3 | 24 | 12 | 3.93 | 4.0 | Standard | 1346.44 | 26.065881 | Yes | 68.839655 | 0.000000 | High_spent_Small_value_payments | 354.584099 | Standard | 290 |
46 | Manager | 63068.880 | 2 | 5 | 11 | 3 | 11 | 7 | 11.47 | 2.0 | Good | 348.96 | 31.650077 | NM | 97.057338 | 445.118918 | Low_spent_Large_value_payments | 268.497744 | Standard | 251 |
42 | Manager | 40612.160 | 3 | 4 | 9 | 0 | 6 | 13 | 5.84 | 4.0 | Good | 314.79 | 30.658899 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 362.890126 | Standard | 310 |
34 | Architect | 14691.485 | 3 | 4 | 10 | 1 | 10 | 12 | 1.90 | 1.0 | Good | 196.65 | 39.670459 | No | 7.767894 | 43.329879 | Low_spent_Medium_value_payments | 321.731268 | Standard | 332 |
38 | Writer | 35081.490 | 6 | 6 | 16 | 2 | 23 | 16 | 6.57 | 0.0 | Standard | 1025.79 | 37.662494 | Yes | 51.978551 | 93.396888 | High_spent_Medium_value_payments | 409.370311 | Good | 313 |
48 | Mechanic | 45461.540 | 6 | 3 | 5 | 2 | 20 | 9 | 11.38 | 6.0 | Standard | 647.24 | 27.264685 | No | 69.318349 | 42.941002 | High_spent_Large_value_payments | 519.486816 | Standard | 201 |
24 | Developer | 21434.200 | 6 | 6 | 18 | 6 | 15 | 0 | 10.09 | 8.0 | Standard | 1240.70 | 29.148200 | Yes | 92.907244 | 127.817485 | High_spent_Small_value_payments | 235.693604 | Standard | 90 |
44 | Mechanic | 14535.305 | 8 | 6 | 9 | 4 | 15 | 18 | 8.79 | 4.0 | Standard | 413.84 | 25.650103 | No | 35.424391 | 179.173543 | Low_spent_Small_value_payments | 213.029608 | Standard | 274 |
33 | Media_Manager | 30874.430 | 4 | 5 | 8 | 2 | 12 | 5 | 3.82 | 2.0 | Good | 243.11 | 31.516389 | No | 48.267870 | 149.933064 | Low_spent_Medium_value_payments | 341.385983 | Poor | 265 |
29 | Entrepreneur | 111404.520 | 1 | 1 | 11 | 3 | 4 | 0 | 11.46 | 0.0 | Good | 459.86 | 33.033050 | No | 155.879984 | 883.079409 | Low_spent_Large_value_payments | 178.411607 | Good | 357 |
34 | Lawyer | 61634.540 | 3 | 2 | 9 | 2 | 9 | 1 | 10.53 | 1.0 | Good | 793.77 | 39.692616 | No | 68.856718 | 136.038372 | High_spent_Medium_value_payments | 540.826077 | Good | 350 |
35 | Developer | 59125.840 | 0 | 6 | 2 | 1 | 5 | 11 | 1.18 | 4.0 | Good | 53.90 | 31.262827 | No | 33.329842 | 325.886019 | Low_spent_Large_value_payments | 404.099473 | Good | 335 |
24 | Teacher | 16311.665 | 5 | 6 | 6 | 4 | 12 | 14 | 8.90 | 6.0 | Standard | 598.76 | 24.525594 | No | 35.266580 | 87.620335 | Low_spent_Large_value_payments | 265.543627 | Standard | 234 |
37 | Manager | 60770.220 | 8 | 4 | 15 | 4 | 15 | 0 | 1.36 | 1.0 | Standard | 176.02 | 37.074061 | No | 190.274574 | 252.135836 | High_spent_Small_value_payments | 310.008090 | Standard | 337 |
31 | Engineer | 79691.700 | 3 | 5 | 10 | 0 | 14 | 2 | 0.78 | 5.0 | Good | 472.29 | 30.094246 | No | 0.000000 | 406.585141 | High_spent_Small_value_payments | 523.912359 | Standard | 309 |
53 | Journalist | 59999.020 | 4 | 4 | 11 | 2 | 7 | 9 | 4.90 | 0.0 | Good | 543.44 | 26.417360 | No | 84.249897 | 382.199817 | Low_spent_Medium_value_payments | 320.142120 | Good | 387 |
29 | Journalist | 55115.260 | 7 | 4 | 14 | 0 | 9 | 0 | 10.62 | 3.0 | Standard | 134.87 | 25.169249 | Yes | 0.000000 | 99.541675 | High_spent_Medium_value_payments | 580.752159 | Standard | 286 |
28 | Developer | 83800.560 | 3 | 3 | 5 | 2 | 5 | 13 | 7.41 | 0.0 | Standard | 836.69 | 33.463248 | Yes | 117.350858 | 426.357908 | High_spent_Small_value_payments | 443.229234 | Standard | 247 |
31 | Manager | 30559.300 | 4 | 3 | 9 | 1 | 26 | 3 | 10.54 | 4.0 | Good | 219.20 | 32.299194 | No | 13.365203 | 246.841364 | Low_spent_Small_value_payments | 286.554266 | Poor | 208 |
33 | Teacher | 31592.030 | 6 | 7 | 18 | 2 | 27 | 20 | 7.28 | 6.0 | Standard | 778.91 | 26.147818 | Yes | 41.843504 | 0.000000 | High_spent_Small_value_payments | 353.239344 | Standard | 0 |
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