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ID | Описание | Дата |
---|---|---|
27594bdb-a2e9-435e-a974-c4ada3731e52 | morph sticky interfaces | 2007-07-17 |
e1a98ffb-745f-421a-8de7-082065b1e569 | envisioneer plug-and-play paradigms | 1975-05-17 |
7345f010-6b42-4448-96e5-e423faab6d2e | evolve cross-platform eyeballs | 1986-04-10 |
e3032f66-c909-4e46-9e5a-3f374ec41f41 | whiteboard dynamic platforms | 1984-07-13 |
019c5373-52fe-47eb-be22-16be16f67157 | target end-to-end applications | 1986-03-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Lawyer | 55000.620 | 3 | 6 | 12 | 0 | 17 | 14 | 2.88 | 0.0 | Standard | 815.35 | 28.350344 | No | 0.000000 | 71.222155 | High_spent_Medium_value_payments | 631.416345 | Standard | 198 |
18 | Journalist | 71368.600 | 6 | 3 | 6 | 0 | 19 | 16 | 10.88 | 11.0 | Standard | 1161.10 | 24.857256 | Yes | 0.000000 | 407.020858 | High_spent_Small_value_payments | 437.417475 | Standard | 337 |
53 | Mechanic | 105997.470 | 3 | 2 | 8 | 0 | 14 | 1 | 2.85 | 5.0 | Good | 1023.62 | 39.141147 | No | 0.000000 | 120.164062 | High_spent_Large_value_payments | 990.948188 | Good | 394 |
25 | Media_Manager | 22251.840 | 4 | 2 | 6 | 3 | 13 | 7 | 11.60 | 1.0 | Good | 310.58 | 36.703911 | No | 46.019803 | 44.525669 | High_spent_Large_value_payments | 329.386528 | Good | 259 |
45 | Developer | 51548.560 | 8 | 5 | 8 | 4 | 35 | 8 | 6.98 | 7.0 | Standard | 382.14 | 31.596949 | No | 92.047867 | 0.000000 | High_spent_Small_value_payments | 340.946861 | Standard | 192 |
18 | Architect | 13032.705 | 5 | 6 | 3 | 4 | 5 | 20 | 2.11 | 0.0 | Good | 1497.16 | 27.304394 | No | 28.859890 | 78.276112 | Low_spent_Small_value_payments | 286.069873 | Standard | 310 |
24 | Entrepreneur | 158623.160 | 2 | 7 | 10 | 1 | 10 | 5 | 6.04 | 0.0 | Good | 1134.83 | 36.535767 | No | 91.033905 | 766.812986 | High_spent_Small_value_payments | 720.212776 | Good | 355 |
23 | Mechanic | 142717.440 | 5 | 4 | 13 | 0 | 26 | 0 | 17.99 | 9.0 | Standard | 1413.48 | 44.550200 | Yes | 0.000000 | 213.984707 | High_spent_Large_value_payments | 1220.727293 | Poor | 0 |
44 | Developer | 96108.540 | 5 | 4 | 12 | 0 | 12 | 2 | 0.52 | 5.0 | Good | 1477.46 | 40.563835 | No | 0.000000 | 415.788351 | Low_spent_Medium_value_payments | 642.716149 | Standard | 243 |
36 | Entrepreneur | 42847.790 | 4 | 7 | 2 | 2 | 1 | 6 | 12.81 | 4.0 | Good | 181.47 | 29.030095 | No | 52.276195 | 475.177955 | Low_spent_Small_value_payments | 140.810766 | Good | 250 |
24 | Teacher | 128675.760 | 4 | 4 | 6 | 2 | 14 | 823 | 7.80 | 4.0 | Good | 53.79 | 27.761981 | No | 199.881989 | 829.939302 | Low_spent_Small_value_payments | 307.376709 | Standard | 392 |
28 | Doctor | 37823.270 | 3 | 5 | 12 | 2 | 13 | 12 | 7.14 | 8.0 | Good | 504.85 | 26.310554 | No | 59.039182 | 72.054680 | High_spent_Medium_value_payments | 418.400055 | Good | 294 |
23 | Doctor | 41026.380 | 5 | 7 | 9 | 6 | 1 | 19 | 17.24 | 7.0 | Standard | 1241.69 | 26.077980 | NM | 181.804023 | 51.020353 | High_spent_Medium_value_payments | 333.862124 | Standard | 157 |
35 | Media_Manager | 27412.030 | 6 | 7 | 15 | 3 | 14 | 13 | 8.74 | 4.0 | Standard | 80.06 | 30.638367 | Yes | 56.247443 | 308.617803 | Low_spent_Small_value_payments | 175.068338 | Standard | 0 |
25 | Developer | 39323.360 | 7 | 3 | 34 | 3 | 22 | 16 | 12.39 | 7.0 | Standard | 1425.04 | 29.210822 | Yes | 58.674038 | 79.147559 | High_spent_Medium_value_payments | 458.973069 | Poor | 145 |
51 | Writer | 133424.520 | 4 | 5 | 8 | 0 | 8 | 3 | 11.38 | 2.0 | Good | 523.83 | 40.694293 | No | 0.000000 | 84.214220 | High_spent_Large_value_payments | 1260.056780 | Good | 369 |
21 | Media_Manager | 26030.030 | 4 | 3 | 13 | 3 | 6 | 20 | 11.70 | 1.0 | Standard | 595.44 | 37.923262 | NM | 38.324539 | 170.603827 | Low_spent_Large_value_payments | 275.688551 | Standard | 365 |
41 | Mechanic | 23129.880 | 5 | 3 | 7 | 2 | 7 | 14 | 4.10 | 5.0 | Good | 868.83 | 22.872082 | No | 28.675538 | 22.718404 | High_spent_Large_value_payments | 362.155057 | Good | 188 |
42 | Entrepreneur | 19833.550 | 7 | 7 | 23 | 4 | 28 | 22 | 2.88 | 8.0 | Bad | 1316.95 | 34.348186 | Yes | 50.840059 | 0.000000 | High_spent_Small_value_payments | 284.007241 | Poor | 82 |
43 | Musician | 150625.480 | 4 | 5 | 12 | 2 | 12 | 6 | 7.36 | 2.0 | Good | 898.13 | 34.934082 | No | 169.083971 | 583.555482 | High_spent_Small_value_payments | 740.972880 | Good | 304 |
19 | Teacher | 113384.820 | 2 | 4 | 8 | 3 | 19 | 9 | 10.41 | 3.0 | Good | 680.70 | 43.324019 | No | 149.617718 | 138.680367 | High_spent_Large_value_payments | 902.475415 | Poor | 273 |
16 | Developer | 147620.680 | 5 | 7 | 5 | 0 | 8 | 0 | 11.90 | 9.0 | Standard | 1082.41 | 29.226027 | Yes | 0.000000 | 462.410990 | High_spent_Small_value_payments | 1003.561343 | Good | 281 |
47 | Lawyer | 32283.050 | 8 | 6 | 17 | 0 | 7 | 8 | 13.09 | 4.0 | Standard | 291.29 | 25.821525 | Yes | 0.000000 | 182.840713 | Low_spent_Large_value_payments | 371.684703 | Standard | 302 |
56 | Musician | 14337.560 | 3 | 4 | 8 | 4 | 15 | 18 | 8.45 | 2.0 | Standard | 771.35 | 33.439348 | No | 28.021465 | 166.684246 | Low_spent_Small_value_payments | 237.573956 | Standard | 322 |
29 | Doctor | 31969.220 | 6 | 5 | 8 | 6 | 6 | 20 | 12.98 | 6.0 | Standard | 1334.68 | 38.015733 | Yes | 142.965275 | 53.499429 | High_spent_Medium_value_payments | 348.145463 | Poor | 79 |
29 | Accountant | 31392.940 | 1 | 1 | 5 | 3 | 9 | 8 | 8.02 | 0.0 | Good | 1493.17 | 23.573968 | No | 47.698128 | 137.962863 | High_spent_Small_value_payments | 352.546842 | Good | 312 |
19 | Teacher | 33479.220 | 5 | 4 | 12 | 0 | 0 | 2 | 11.70 | 2.0 | Good | 1249.18 | 29.376338 | No | 0.000000 | 267.176313 | Low_spent_Small_value_payments | 299.417187 | Standard | 368 |
28 | Media_Manager | 22116.855 | 3 | 8 | 10 | 4 | 5 | 4 | 6.14 | 1.0 | Good | 100.56 | 32.893486 | No | 57.814261 | 0.000000 | High_spent_Small_value_payments | 371.621416 | Good | 300 |
16 | Media_Manager | 66377.520 | 8 | 3 | 17 | 4 | 13 | 20 | 7.36 | 7.0 | Standard | 1450.51 | 33.623259 | Yes | 199.459881 | 302.504660 | High_spent_Small_value_payments | 335.081460 | Standard | 271 |
42 | Architect | 73683.690 | 8 | 7 | 9 | 3 | 16 | 7 | 8.35 | 5.0 | Standard | 520.26 | 34.379064 | Yes | 152.871762 | 160.975475 | High_spent_Medium_value_payments | 531.383513 | Standard | 391 |
18 | Musician | 117785.200 | 0 | 1 | 3 | 2 | 1 | 2 | 1.75 | 3.0 | Good | 621.66 | 33.206486 | No | 166.362159 | 106.248376 | High_spent_Large_value_payments | 964.732799 | Good | 231 |
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