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ID | Описание | Дата |
---|---|---|
2ea48aea-cb24-413a-b6f6-88828f28a5cd | deliver collaborative interfaces | 2007-09-19 |
23570158-5c2a-49e3-8a22-d9dff25b1bb4 | visualize virtual niches | 2006-09-21 |
51af0c75-f4b0-43e7-90a9-866955cfdb63 | aggregate next-generation relationships | 1993-02-14 |
02079418-4c88-4bef-abdb-69ef71d89566 | synthesize front-end ROI | 2010-02-01 |
19cf91ee-8e0e-46ff-bbbf-f10756e4b110 | generate distributed portals | 1996-02-19 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Media_Manager | 48780.560 | 4 | 5 | 16 | 0 | 29 | 17 | 4.97 | 5.0 | Standard | 967.75 | 38.801166 | Yes | 0.000000 | 376.878773 | Low_spent_Small_value_payments | 296.625893 | Standard | 234 |
49 | Doctor | 25877.950 | 7 | 3 | 12 | 1 | 11 | 16 | 7.43 | 0.0 | Standard | 1111.34 | 38.781961 | Yes | 12.041849 | 33.241222 | High_spent_Large_value_payments | 380.766513 | Standard | 389 |
23 | Developer | 102412.350 | 5 | 6 | 8 | 0 | 25 | 14 | 11.13 | 1.0 | Standard | 719.06 | 37.026254 | Yes | 0.000000 | 96.196535 | High_spent_Large_value_payments | 972.839715 | Standard | 224 |
53 | Architect | 32707.140 | 5 | 6 | 20 | 1 | 30 | 8 | 2.97 | 3.0 | Standard | 405.07 | 35.472425 | Yes | 22.103185 | 38.939890 | High_spent_Large_value_payments | 446.916424 | Standard | 280 |
42 | Manager | 16524.395 | 5 | 5 | 20 | 4 | 26 | 17 | 11.65 | 3.0 | Standard | 988.27 | 31.802078 | No | 44.236857 | 110.069694 | Low_spent_Large_value_payments | 280.196740 | Standard | 0 |
55 | Manager | 18167.415 | 1 | 7 | 5 | 3 | 10 | 3 | 5.99 | 2.0 | Good | 718.95 | 34.584421 | No | 24.441180 | 144.459385 | Low_spent_Medium_value_payments | 261.494560 | Standard | 383 |
30 | Manager | 28706.940 | 4 | 4 | 12 | 0 | 28 | 11 | 9.33 | 1.0 | Good | 780.11 | 27.491306 | No | 0.000000 | 306.939037 | Low_spent_Small_value_payments | 230.385463 | Good | 195 |
21 | Musician | 132897.240 | 3 | 5 | 7 | 1 | 8 | 0 | 11.35 | 4.0 | Good | 1473.37 | 31.616430 | No | 67.309250 | 120.771152 | High_spent_Large_value_payments | 1171.296599 | Standard | 0 |
49 | Developer | 14831.815 | 5 | 5 | 6 | 2 | 20 | 10 | 8.17 | 4.0 | Standard | 1490.48 | 37.267619 | Yes | 22.613915 | 61.377392 | Low_spent_Large_value_payments | 295.707152 | Good | 339 |
33 | Musician | 102460.440 | 5 | 5 | 10 | 1 | 27 | 17 | 3.22 | 2.0 | Standard | 587.02 | 38.953456 | Yes | 50.882495 | 431.640606 | Low_spent_Medium_value_payments | 635.713898 | Standard | 387 |
24 | Doctor | 35577.230 | 8 | 4 | 5 | 0 | 19 | 17 | 15.76 | 10.0 | Standard | 20.94 | 25.602390 | Yes | 0.000000 | 46.258803 | High_spent_Medium_value_payments | 506.318113 | Standard | 309 |
34 | Developer | 16112.185 | 3 | 3 | 19 | 1 | 28 | 19 | 10.66 | 5.0 | Standard | 308.39 | 28.505935 | Yes | 11.928985 | 106.012179 | Low_spent_Small_value_payments | 305.227044 | Standard | 399 |
44 | Media_Manager | 21642.845 | 4 | 4 | 8 | 3 | 4 | 3 | 11.62 | 3.0 | Good | 1145.77 | 28.293392 | No | 39.015255 | 28.047735 | High_spent_Medium_value_payments | 354.194051 | Standard | 217 |
20 | Writer | 14384.400 | 3 | 7 | 19 | 6 | 15 | 17 | 18.11 | 5.0 | Standard | 1465.30 | 25.140688 | Yes | 65.497084 | 64.981490 | Low_spent_Small_value_payments | 281.391426 | Standard | 85 |
30 | Writer | 22709.370 | 6 | 5 | 19 | 2 | 20 | 8 | 17.62 | 8.0 | Standard | 412.53 | 36.514966 | Yes | 25.438780 | 126.137659 | Low_spent_Small_value_payments | 349.968311 | Standard | 318 |
35 | Journalist | 21945.825 | 2 | 6 | 2 | 4 | 6 | 6 | 7.57 | 3.0 | Good | 202.68 | 33.654057 | No | 63.324553 | 0.000000 | High_spent_Small_value_payments | 295.301184 | Good | 292 |
40 | Scientist | 7518.710 | 6 | 4 | 15 | 3 | 16 | 19 | 12.89 | 9.0 | Standard | 832.00 | 36.390884 | NM | 9.552501 | 20.161345 | High_spent_Small_value_payments | 280.842070 | Standard | 99 |
26 | Teacher | 19956.750 | 6 | 5 | 1 | 2 | 16 | 0 | 6.36 | 1.0 | Good | 1271.85 | 39.385477 | No | 28.520110 | 162.186460 | Low_spent_Small_value_payments | 257.999680 | Good | 279 |
44 | Manager | 28475.190 | 5 | 4 | 19 | 4 | 10 | 18 | 11.96 | 6.0 | Standard | 147.14 | 29.501576 | NM | 67.082183 | 81.060607 | Low_spent_Large_value_payments | 330.950460 | Standard | 0 |
41 | Architect | 27738.990 | 5 | 7 | 20 | 0 | 17 | 7 | 0.87 | 0.0 | Standard | 425.01 | 32.594353 | No | 0.000000 | 140.983858 | Low_spent_Large_value_payments | 341.074392 | Standard | 208 |
32 | Engineer | 15186.175 | 4 | 3 | 6 | 1 | 17 | 15 | 9.22 | 0.0 | Standard | 9.70 | 31.357803 | No | 10.915070 | 73.183601 | Low_spent_Small_value_payments | 358.652788 | Standard | 284 |
50 | Doctor | 14585.470 | 3 | 6 | 6 | 3 | 23 | 17 | 7.32 | 2.0 | Standard | 1104.42 | 40.073442 | No | 27.253262 | 79.372785 | Low_spent_Small_value_payments | 287.719537 | Standard | 272 |
25 | Engineer | 114987.150 | 5 | 4 | 4 | 0 | 13 | 3 | 9.99 | 6.0 | Good | 1494.07 | 33.964104 | No | 0.000000 | 143.728769 | High_spent_Large_value_payments | 1047.997481 | Good | 237 |
31 | Entrepreneur | 156608.600 | 4 | 4 | 10 | 0 | 17 | 4 | 9.09 | 2.0 | Good | 1161.51 | 39.931631 | No | 0.000000 | 257.486495 | High_spent_Large_value_payments | 1314.485172 | Poor | 219 |
40 | Accountant | 20579.450 | 5 | 6 | 4 | 0 | 30 | 1 | 8.18 | 4.0 | Good | 1494.11 | 37.531950 | No | 0.000000 | 126.322803 | Low_spent_Large_value_payments | 325.172614 | Poor | 303 |
51 | Scientist | 72783.060 | 6 | 5 | 17 | 1 | 15 | 19 | 1.52 | 2.0 | Standard | 752.52 | 28.804060 | NM | 31.751688 | 193.204820 | Low_spent_Large_value_payments | 669.168991 | Standard | 312 |
30 | Writer | 36640.700 | 3 | 5 | 2 | 4 | 3 | 3 | 8.90 | 2.0 | Good | 155.86 | 28.068380 | No | 106.174669 | 157.651207 | High_spent_Small_value_payments | 301.913291 | Good | 362 |
52 | Scientist | 108968.850 | 1 | 5 | 8 | 0 | 1 | 2 | 1.51 | 1.0 | Good | 407.44 | 38.620170 | No | 0.000000 | 735.992787 | Low_spent_Small_value_payments | 438.380963 | Good | 375 |
45 | Engineer | 131760.300 | 2 | 3 | 6 | 0 | 10 | 8 | 8.26 | 3.0 | Good | 262.48 | 31.975070 | No | 0.000000 | 1075.563844 | Low_spent_Medium_value_payments | 318.338656 | Good | 209 |
42 | Accountant | 130079.790 | 3 | 4 | 8 | 0 | 3 | 3 | 9.05 | 3.0 | Good | 230.44 | 38.856975 | NM | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 701.009790 | Standard | 271 |
39 | Doctor | 38964.650 | 1 | 6 | 11 | 0 | 8 | 8 | 3.02 | 0.0 | Good | 860.91 | 37.070813 | NM | 0.000000 | 212.735972 | Low_spent_Large_value_payments | 382.269444 | Standard | 218 |
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