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ID | Описание | Дата |
---|---|---|
698f16b1-b456-4e69-9420-1959978e5fd1 | evolve out-of-the-box paradigms | 2005-07-04 |
d4ce42aa-9a6d-4b20-a180-c95c1530ffae | repurpose cross-platform applications | 2003-04-25 |
68bf8c82-0574-442e-90d9-a4c4a23fd728 | whiteboard back-end convergence | 2023-05-24 |
3aa3571b-a408-40c5-9253-cc274c578211 | optimize mission-critical functionalities | 1973-03-03 |
7d84ae36-7298-4801-b770-a938067f65a1 | whiteboard world-class e-markets | 1987-01-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Doctor | 38539.570 | 4 | 2 | 3 | 1 | 8 | 1 | 8.42 | 0.0 | Good | 526.62 | 35.457743 | NM | 22.683279 | 303.027665 | Low_spent_Medium_value_payments | 298.152139 | Good | 359 |
45 | Entrepreneur | 33928.380 | 4 | 7 | 8 | 5 | 33 | 20 | 23.62 | 4.0 | Standard | 164.66 | 37.668275 | Yes | 109.524112 | 54.712558 | High_spent_Medium_value_payments | 348.099830 | Standard | 176 |
15 | Entrepreneur | 18235.610 | 8 | 6 | 9 | 2 | 24 | 15 | 14.29 | 9.0 | Standard | 1259.92 | 24.251097 | Yes | 22.991008 | 59.232528 | High_spent_Small_value_payments | 309.139880 | Standard | 123 |
31 | Lawyer | 90411.900 | 7 | 3 | 16 | 1 | 22 | 11 | 3.97 | 5.0 | Standard | 472.21 | 34.790568 | Yes | 72.179092 | 65.141518 | High_spent_Large_value_payments | 842.111890 | Standard | 0 |
40 | Architect | 16724.455 | 4 | 4 | 11 | 0 | 15 | 6 | 4.98 | 1.0 | Good | 139.33 | 39.491901 | No | 0.000000 | 53.261013 | High_spent_Small_value_payments | 347.609445 | Good | 392 |
38 | Entrepreneur | 15512.055 | 3 | 4 | 13 | 5 | 10 | 7 | 16.95 | 9.0 | Standard | 865.30 | 28.788818 | NM | 48.133045 | 52.207950 | High_spent_Medium_value_payments | 292.826131 | Standard | 143 |
51 | Scientist | 35516.680 | 0 | 2 | 6 | 4 | 14 | 7 | 6.65 | 2.0 | Good | 981.33 | 32.728068 | No | 95.859266 | 0.000000 | High_spent_Small_value_payments | 373.346793 | Good | 196 |
43 | Journalist | 34192.020 | 1 | 1 | 8 | 3 | 9 | 2 | 5.91 | 5.0 | Good | 178.65 | 28.850686 | No | 61.642059 | 130.831061 | Low_spent_Large_value_payments | 359.960381 | Good | 362 |
29 | Architect | 58301.440 | 3 | 7 | 19 | 4 | 8 | 14 | 7.44 | 0.0 | Standard | 352.44 | 36.901524 | Yes | 169.912069 | 164.611138 | High_spent_Small_value_payments | 425.322127 | Standard | 321 |
44 | Teacher | 67749.500 | 5 | 6 | 8 | 2 | 29 | 17 | 14.77 | 8.0 | Standard | 1437.30 | 32.401734 | Yes | 75.319996 | 163.134172 | High_spent_Medium_value_payments | 549.724998 | Standard | 94 |
20 | Lawyer | 34253.080 | 3 | 9 | 25 | 6 | 11 | 12 | 0.00 | 12.0 | Standard | 1485.70 | 30.207362 | Yes | 133.843813 | 219.317919 | Low_spent_Small_value_payments | 239.380602 | Poor | 0 |
33 | Lawyer | 20040.640 | 3 | 6 | 9 | 2 | 22 | 10 | 10.68 | 0.0 | Good | 1255.55 | 31.978878 | No | 32.718287 | 46.110915 | High_spent_Small_value_payments | 331.976131 | Standard | 387 |
46 | Musician | 11111781.000 | 6 | 7 | 4 | 4 | 23 | 13 | 10.74 | 4.0 | Good | 1157.08 | 36.203797 | No | 96.469965 | 187.217614 | Low_spent_Medium_value_payments | 248.293254 | Good | 233 |
30 | Lawyer | 18859.380 | 6 | 4 | 5 | 4 | 14 | 15 | 9.41 | 6.0 | Standard | 330.26 | 35.718686 | Yes | 40.292010 | 161.283832 | Low_spent_Small_value_payments | 224.485657 | Standard | 165 |
24 | Journalist | 20324.355 | 3 | 4 | 7 | 3 | 14 | 11 | 10.81 | 4.0 | Good | 1396.07 | 37.430671 | NM | 36.933003 | 192.872270 | Low_spent_Small_value_payments | 230.564351 | Standard | 388 |
53 | Scientist | 26693.060 | 7 | 5 | 6 | 4 | 8 | 21 | 10.72 | 1.0 | Standard | 592.33 | 27.157776 | No | 53.254643 | 115.385934 | High_spent_Small_value_payments | 335.101590 | Standard | 256 |
42 | Journalist | 87502.530 | 7 | 7 | 14 | 3 | 25 | 2148 | 6.35 | 3.0 | Standard | 1071.88 | 38.827318 | No | 167.959794 | 185.605283 | Low_spent_Large_value_payments | 644.222673 | Standard | 342 |
34 | Musician | 30375.050 | 6 | 5 | 6 | 0 | 12 | 21 | 4.09 | 0.0 | Standard | 1367.11 | 36.949558 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 409.320289 | Standard | 258 |
33 | Media_Manager | 33949.420 | 5 | 6 | 5 | 2 | 8 | 17 | 3.15 | 1.0 | Standard | 385.92 | 27.316872 | No | 44.461279 | 32.236365 | High_spent_Large_value_payments | 473.514189 | Standard | 235 |
33 | Journalist | 13961.155 | 6 | 3 | 20 | 4 | 15 | 17 | 3.73 | 0.0 | Standard | 1406.02 | 23.458458 | NM | 40.171415 | 159.470231 | Low_spent_Small_value_payments | 222.601312 | Standard | 338 |
36 | Mechanic | 17273.830 | 4 | 3 | 8 | 1 | 3 | 9 | 9.68 | 3.0 | Good | 210.93 | 25.460325 | No | 9.457422 | 0.000000 | Low_spent_Small_value_payments | 351.584115 | Standard | 259 |
45 | Developer | 18048.880 | 10 | 5 | 15 | 6 | 22 | 19 | 18.56 | 6.0 | Bad | 1257.05 | 28.550635 | Yes | 86.768356 | 170.623295 | Low_spent_Small_value_payments | 199.515682 | Poor | 165 |
40 | Manager | 26738.260 | 7 | 6 | 20 | 6 | 10 | 13 | 18.85 | 7.0 | Standard | 828.93 | 26.900628 | Yes | 86.263356 | 48.619125 | High_spent_Medium_value_payments | 320.936352 | Standard | 73 |
56 | Manager | 161710.320 | 0 | 7 | 5 | 1 | 10 | 12 | 1.76 | 4.0 | Good | 387.63 | 39.023761 | No | 102.965394 | 234.264244 | High_spent_Large_value_payments | 1258.356362 | Good | 0 |
50 | Lawyer | 131080.800 | 5 | 7 | 10 | 2 | 8 | 17 | 6.28 | 4.0 | Standard | 161.29 | 29.686239 | No | 136.049822 | 271.753095 | High_spent_Small_value_payments | 953.737083 | Standard | 275 |
46 | Journalist | 42331.140 | 6 | 5 | 9 | 2 | 20 | 13 | 16.48 | 11.0 | Standard | 1288.78 | 38.010808 | Yes | 48.320520 | 71.872547 | High_spent_Medium_value_payments | 457.866433 | Standard | 182 |
46 | Doctor | 75408.440 | 0 | 1 | 6 | 3 | 11 | 5 | 3.43 | 4.0 | Good | 1487.63 | 29.019814 | No | 102.566178 | 0.000000 | Low_spent_Medium_value_payments | 612.362287 | Good | 262 |
38 | Manager | 42619.920 | 5 | 3 | 20 | 1 | 9 | 20 | 3.03 | 2.0 | Standard | 124.55 | 29.483774 | Yes | 30.698756 | 281.731596 | Low_spent_Large_value_payments | 320.635649 | Standard | 0 |
25 | Developer | 89531.940 | 3 | 3 | 8 | 1 | 7 | 16 | 16.95 | 4.0 | Standard | 1471.50 | 27.673639 | Yes | 44.138716 | 103.057263 | High_spent_Medium_value_payments | 825.603521 | Standard | 266 |
48 | Musician | 62953.620 | 3 | 7 | 1 | 0 | 6 | 15 | 3.48 | 3.0 | Good | 437.90 | 38.016019 | No | 0.000000 | 474.916375 | Low_spent_Medium_value_payments | 313.397125 | Good | 216 |
40 | Mechanic | 10585.100 | 8 | 4 | 6 | 4 | 27 | 8 | 8.85 | 5.0 | Standard | 0.56 | 28.514965 | Yes | 29.541637 | 31.408267 | Low_spent_Large_value_payments | 268.059262 | Standard | 155 |
38 | Manager | 15319.650 | 6 | 7 | 15 | 4 | 51 | 18 | 17.13 | 6.0 | Bad | 1453.61 | 36.518222 | Yes | 28.182033 | 167.888435 | Low_spent_Small_value_payments | 239.993281 | Poor | 129 |
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