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ID | Описание | Дата |
---|---|---|
62b801cf-7e10-4ddc-bdc5-1572aec1a0ae | transition ubiquitous technologies | 1987-10-13 |
e3b4608b-a1c1-4b26-9074-9eb7d7be9ca5 | re-contextualize extensible solutions | 1995-03-21 |
9a1c1bb9-7318-4284-9a15-85af5ff1c401 | repurpose granular markets | 1995-05-06 |
a283c02d-8599-407f-9469-490d0206181e | aggregate enterprise initiatives | 1987-08-31 |
6dd111ae-1b39-4f7e-b553-4aacb936c088 | iterate out-of-the-box portals | 2000-02-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Accountant | 18969.190 | 1 | 7 | 8 | 0 | 13 | 9 | 3.36 | 2.0 | Good | 54.82 | 25.162383 | No | 0.000000 | 117.216763 | Low_spent_Small_value_payments | 357.759821 | Poor | 0 |
35 | Entrepreneur | 72588.990 | 7 | 4 | 19 | 2 | 24 | 8 | 11.87 | 2.0 | Standard | 1031.21 | 25.333547 | No | 72.928311 | 270.732781 | Low_spent_Medium_value_payments | 560.547158 | Standard | 260 |
45 | Architect | 22032.740 | 7 | 6 | 18 | 3 | 25 | 17 | 12.65 | 3.0 | Standard | 355.40 | 33.400815 | Yes | 45.836567 | 75.316150 | Low_spent_Large_value_payments | 356.753450 | Standard | 239 |
37 | Architect | 65430.000 | 4 | 6 | 18 | 6 | 16 | 15 | 17.52 | 12.0 | Standard | 1380.18 | 31.498765 | Yes | 196.799271 | 0.000000 | High_spent_Medium_value_payments | 470.717331 | Poor | 157 |
25 | Mechanic | 24098.630 | 5 | 3 | 16 | 4 | 29 | 8 | 16.87 | 0.0 | Standard | 560.58 | 37.220768 | No | 75.439031 | 54.040435 | High_spent_Small_value_payments | 360.242452 | Standard | 263 |
31 | Mechanic | 16014.160 | 7 | 6 | 29 | 9 | 27 | 24 | 9.47 | 9.0 | Bad | 1280.01 | 32.327407 | Yes | 76.223211 | 138.304931 | Low_spent_Medium_value_payments | 205.723191 | Poor | 115 |
53 | Scientist | 121107.900 | 0 | 7 | 5 | 0 | 18 | 3 | 9.41 | 3.0 | Good | 1490.72 | 28.110848 | No | 0.000000 | 118.885400 | High_spent_Large_value_payments | 1119.147100 | Poor | 193 |
35 | Lawyer | 15967.505 | 3 | 5 | 7 | 2 | 3 | 2 | 10.99 | 2.0 | Good | 447.66 | 32.158198 | No | 16.526136 | 178.744478 | Low_spent_Small_value_payments | 242.191928 | Good | 375 |
46 | Scientist | 21229.730 | 5 | 4 | 10 | 2 | 10 | 1 | 10.78 | 3.0 | Good | 659.72 | 26.952023 | No | 28.880930 | 155.363033 | Low_spent_Small_value_payments | 276.670453 | Poor | 310 |
43 | Journalist | 61503.660 | 7 | 4 | 11 | 4 | 5 | 19 | 11.89 | 2.0 | Good | 1150.36 | 34.381957 | NM | 179.643342 | 596.502542 | Low_spent_Small_value_payments | 11.084616 | Good | 399 |
27 | Entrepreneur | 18413.795 | 5 | 7 | 15 | 0 | 11 | 11 | 7.36 | 0.0 | Standard | 99.41 | 38.698235 | Yes | 0.000000 | 200.436016 | Low_spent_Small_value_payments | 242.012276 | Standard | 385 |
29 | Lawyer | 11586.525 | 5 | 6 | 18 | 2 | 24 | 18 | 14.00 | 1.0 | Standard | 498.68 | 26.375014 | Yes | 15.466547 | 95.701111 | Low_spent_Small_value_payments | 273.186717 | Standard | 268 |
47 | Accountant | 38391.660 | 4 | 1 | 1 | 1 | 1 | 2 | 9.08 | 5.0 | Good | 271.61 | 29.615360 | No | 24.362193 | 213.170462 | Low_spent_Medium_value_payments | 334.597845 | Standard | 294 |
21 | Teacher | 28699.480 | 4 | 7 | 19 | 2 | 7 | 17 | 17.86 | 8.0 | Standard | 813.45 | 32.921383 | Yes | 37.192787 | 0.000000 | Low_spent_Small_value_payments | 297.846242 | Standard | 0 |
22 | Mechanic | 10503.925 | 3 | 7 | 19 | 4 | 26 | 16 | 5.98 | 0.0 | Standard | 431.78 | 39.744178 | Yes | 17.608192 | 0.000000 | Low_spent_Small_value_payments | 265.756599 | Standard | 257 |
24 | Musician | 152947.120 | 1 | 3 | 2 | 1 | 15 | 1 | 1.76 | 3.0 | Good | 1227.12 | 39.342843 | No | 75.194830 | 788.265047 | Low_spent_Large_value_payments | 683.799457 | Standard | 392 |
44 | Developer | 111755.600 | 3 | 7 | 14 | 2 | 17 | 11 | 13.79 | 0.0 | Standard | 407.80 | 30.319344 | Yes | 126.704240 | 369.256408 | Low_spent_Medium_value_payments | 732.936018 | Standard | 249 |
34 | Doctor | 47984.190 | 8 | 6 | 26 | 5 | 39 | 15 | 1.27 | 12.0 | Bad | 1476.27 | 32.585659 | Yes | 195.255392 | 315.477382 | Low_spent_Medium_value_payments | 141.135476 | Standard | 161 |
43 | Writer | 17633.710 | 5 | 4 | 9 | 7 | 24 | 12 | 20.80 | 9.0 | Standard | 1488.80 | 31.525079 | Yes | 62.055296 | 146.884893 | Low_spent_Small_value_payments | 230.007394 | Poor | 82 |
50 | Scientist | 116156.100 | 5 | 5 | 5 | 2 | 10 | 10 | 1.13 | 1.0 | Good | 1210.76 | 33.707818 | No | 193.194402 | 439.366478 | Low_spent_Large_value_payments | 582.306621 | Good | 0 |
41 | Developer | 37443.810 | 5 | 2 | 2 | 3 | 12 | 0 | 4.19 | 0.0 | Good | 1110.50 | 37.362642 | No | 82.764383 | 0.000000 | Low_spent_Large_value_payments | 344.945020 | Good | 272 |
43 | Architect | 22803.840 | 7 | 4 | 18 | 3 | 16 | 8 | 2.47 | 8.0 | Standard | 535.11 | 38.067311 | Yes | 43.664080 | 152.259320 | Low_spent_Large_value_payments | 258.608600 | Standard | 183 |
41 | Architect | 30617.620 | 5 | 3 | 8 | 3 | 15 | 7 | 7.90 | 4.0 | Good | 938.60 | 33.805758 | NM | 74.011317 | 99.209355 | High_spent_Medium_value_payments | 330.126161 | Standard | 378 |
20 | Manager | 130940.760 | 3 | 4 | 12 | 0 | 1 | 0 | 5.29 | 4.0 | Good | 1180.29 | 33.047807 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 608.282337 | Good | 375 |
33 | Developer | 80182.280 | 4 | 4 | 9 | 1 | 7 | 8 | 1.90 | 4.0 | Standard | 645.51 | 38.892638 | No | 36.038955 | 457.282617 | Low_spent_Small_value_payments | 465.164096 | Standard | 384 |
48 | Lawyer | 28199.860 | 3 | 3 | 3 | 4 | 2 | 7 | 3.07 | 4.0 | Good | 500.84 | 30.818011 | No | 85.029359 | 37.598074 | High_spent_Medium_value_payments | 336.471400 | Standard | 201 |
31 | Architect | 14836.740 | 5 | 5 | 2 | 4 | 17 | 1 | 9.99 | 2.0 | Good | 832.06 | 25.323297 | No | 36.910884 | 117.461932 | Low_spent_Small_value_payments | 250.766684 | Poor | 315 |
34 | Developer | 31019.600 | 6 | 4 | 7 | 4 | 25 | 0 | 13.74 | 6.0 | Standard | 727.64 | 33.510313 | Yes | 72.488423 | 56.217255 | High_spent_Large_value_payments | 354.090989 | Standard | 80 |
44 | Entrepreneur | 87318.060 | 3 | 3 | 8 | 1 | 4 | 14 | 2.81 | 6.0 | Good | 134.94 | 34.486966 | No | 36.947830 | 65.734203 | High_spent_Large_value_payments | 861.068466 | Standard | 376 |
29 | Manager | 20455.050 | 7 | 8 | 29 | 9 | 26 | 0 | 1.14 | 11.0 | Bad | 1416.41 | 33.261247 | Yes | 92.917256 | 142.297642 | Low_spent_Large_value_payments | 230.743852 | Poor | 95 |
35 | Entrepreneur | 43856.380 | 2 | 5 | 6 | 0 | 1 | 9 | 8.69 | 1.0 | Good | 975.82 | 27.990843 | No | 0.000000 | 170.693363 | High_spent_Small_value_payments | 476.376471 | Good | 188 |
54 | Musician | 99520.500 | 3 | 1 | 5 | 3 | 8 | 5 | 4.08 | 5.0 | Good | 547.21 | 25.981998 | No | 196.528591 | 245.052299 | Low_spent_Medium_value_payments | 686.356610 | Good | 199 |
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