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ID | Описание | Дата |
---|---|---|
cad3807d-3a02-4f96-9462-ad7eebe1f36e | re-intermediate collaborative niches | 1997-10-03 |
f4bb3d56-7820-434c-8c3d-ee68511d50ff | engage cross-platform markets | 1992-06-12 |
ed96d68d-9f1e-425b-8438-33fc9979ff4e | redefine virtual bandwidth | 1989-03-10 |
8dc0bdba-a885-4243-8540-0dfc310640a5 | transition scalable users | 2021-01-08 |
74058734-f715-47c0-8adb-b9b6c0f284d9 | unleash plug-and-play web services | 2014-08-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Entrepreneur | 54392.160 | 6 | 4 | 14 | 3 | 10 | 8 | 11.54 | 3.0 | Standard | 179.22 | 34.595324 | Yes | 124.392082 | 233.118445 | Low_spent_Small_value_payments | 409.157472 | Standard | 326 |
23 | Doctor | 88133.160 | 2 | 4 | 6 | 0 | 14 | 2 | 9.50 | 0.0 | Good | 1073.99 | 39.140443 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 578.801616 | Standard | 314 |
21 | Engineer | 42888.450 | 5 | 2 | 12 | 1 | 13 | 3 | 8.44 | 9.0 | Good | 131.52 | 28.952278 | No | 26.725997 | 41.972506 | High_spent_Large_value_payments | 536.705247 | Good | 402 |
54 | Journalist | 32985.870 | 2 | 5 | 2 | 0 | 12 | 10 | 6.17 | 8.0 | Good | 1048.34 | 38.266550 | No | 0.000000 | 353.460045 | Low_spent_Small_value_payments | 229.422205 | Good | 401 |
23 | Writer | 101926.950 | 4 | 4 | 9 | 1 | 16 | 9 | 10.26 | 6.0 | Standard | 1058.00 | 33.033063 | NM | 70.587681 | 0.000000 | Low_spent_Large_value_payments | 699.412526 | Standard | 243 |
36 | Manager | 34989.380 | 4 | 3 | 9 | 3 | 1 | 12 | 11.28 | 4.0 | Good | 957.58 | 35.921254 | No | 84.115936 | 89.411909 | High_spent_Medium_value_payments | 397.650322 | Standard | 306 |
26 | Musician | 30619.710 | 5 | 3 | 18 | 0 | 26 | 16 | 10.06 | 8.0 | Standard | 701.44 | 31.215948 | Yes | 0.000000 | 301.321702 | Low_spent_Small_value_payments | 215.042548 | Standard | 292 |
43 | Teacher | 62359.820 | 4 | 5 | 11 | 1 | 9 | 11 | 8.94 | 3.0 | Standard | 250.56 | 29.556999 | Yes | 29.765763 | 111.322108 | High_spent_Large_value_payments | 610.977296 | Standard | 287 |
40 | Architect | 16517.795 | 5 | 6 | 11 | 0 | 25 | 11 | 17.67 | 6.0 | Standard | 87.91 | 39.411468 | Yes | 0.000000 | 34.616495 | Low_spent_Large_value_payments | 382.131797 | Standard | 279 |
53 | Teacher | 37921.220 | 0 | 7 | 4 | 3 | 9 | 6 | 6.92 | 1.0 | Good | 1077.93 | 25.189493 | No | 56.658479 | 403.616686 | Low_spent_Small_value_payments | 128.435002 | Standard | 368 |
30 | Accountant | 14710.215 | 2 | 5 | 9 | 2 | 9 | 2 | 2.33 | 4.0 | Good | 1373.93 | 36.434346 | No | 163.285797 | 89.614735 | Low_spent_Medium_value_payments | 322.001988 | Good | 205 |
47 | Lawyer | 112423.800 | 1 | 3 | 4 | 3 | 5 | 8 | 6.04 | 4.0 | Good | 655.91 | 35.711514 | No | 158.475366 | 252.282928 | Low_spent_Medium_value_payments | 817.806706 | Standard | 327 |
29 | Media_Manager | 22017.780 | 3 | 7 | 11 | 2 | 9 | 18 | 14.49 | 5.0 | Standard | 1175.88 | 26.422832 | Yes | 32.851813 | 95.233983 | Low_spent_Large_value_payments | 299.595704 | Standard | 309 |
25 | Manager | 30470.590 | 3 | 5 | 12 | 4 | 7 | 5 | 11.82 | 2.0 | Good | 554.31 | 38.602897 | No | 82.255972 | 97.765388 | High_spent_Small_value_payments | 331.800223 | Good | 307 |
25 | Developer | 45652.170 | 8 | 6 | 13 | 7 | 5 | 12 | 17.94 | 8.0 | Standard | 28.54 | 28.839851 | Yes | 160.473304 | 116.340010 | Low_spent_Medium_value_payments | 392.021436 | Standard | 125 |
40 | Architect | 110398.140 | 4 | 3 | 11 | 3 | 9 | 6 | 9.65 | 3.0 | Good | 901.05 | 39.919675 | No | 167.294788 | 0.000000 | High_spent_Large_value_payments | 882.170577 | Standard | 354 |
50 | Writer | 37993.120 | 1 | 6 | 1 | 4 | 11 | 6 | 5.57 | 2.0 | Good | 537.81 | 29.008485 | No | 110.331145 | 112.256525 | High_spent_Small_value_payments | 358.421663 | Standard | 344 |
27 | Scientist | 57626.340 | 3 | 5 | 4 | 3 | 7 | 1 | 2.93 | 1.0 | Good | 85.85 | 35.204799 | No | 111.379261 | 210.739764 | High_spent_Small_value_payments | 443.400475 | Good | 276 |
45 | Writer | 80574.120 | 0 | 3 | 4 | 1 | 5 | 2 | 2.00 | 1.0 | Good | 1142.39 | 32.082486 | No | 56.995653 | 252.675423 | Low_spent_Medium_value_payments | 641.079923 | Standard | 360 |
15 | Engineer | 109370.550 | 4 | 6 | 5 | 1 | 13 | 12 | 14.43 | 5.0 | Standard | 1387.19 | 30.116419 | Yes | 86.823585 | 214.112552 | High_spent_Medium_value_payments | 852.685113 | Standard | 192 |
32 | Entrepreneur | 63371.560 | 6 | 6 | 8 | 3 | 30 | 18 | 4.77 | 7.0 | Standard | 756.94 | 38.162714 | No | 104.869744 | 155.602362 | High_spent_Medium_value_payments | 542.924227 | Standard | 323 |
22 | Musician | 48434.660 | 5 | 5 | 5 | 0 | 12 | 9 | 11.44 | 1.0 | Standard | 23.19 | 27.706739 | Yes | 0.000000 | 176.637351 | High_spent_Small_value_payments | 503.484816 | Standard | 279 |
22 | Lawyer | 16106.840 | 4 | 7 | 8 | 1 | 6 | 10 | 3.62 | 0.0 | Good | 1174.53 | 27.652003 | No | 12.367279 | 84.618024 | Low_spent_Small_value_payments | 329.838364 | Poor | 306 |
45 | Lawyer | 10024.955 | 4 | 4 | 11 | 7 | 20 | 18 | 15.03 | 4.0 | Standard | 1157.35 | 32.187879 | Yes | 47.279158 | 96.424219 | Low_spent_Small_value_payments | 240.437914 | Standard | 228 |
41 | Developer | 21120.835 | 3 | 5 | 2 | 3 | 15 | 2 | 11.73 | 1.0 | Good | 655.39 | 37.016106 | No | 35.018732 | 45.002327 | High_spent_Medium_value_payments | 348.985900 | Good | 294 |
47 | Developer | 22323.280 | 0 | 5 | 9 | 4 | 7 | 11 | 4.20 | 2.0 | Good | 533.12 | 38.125434 | No | 53.861239 | 21.727362 | High_spent_Medium_value_payments | 375.338732 | Standard | 321 |
21 | Engineer | 55473.220 | 5 | 6 | 7 | 4 | 26 | 20 | 1.51 | 4.0 | Good | 160.87 | 37.349640 | NM | 180.343408 | 206.331585 | High_spent_Small_value_payments | 333.201840 | Good | 266 |
39 | Media_Manager | 35474.910 | 7 | 7 | 10 | 3 | 22 | 0 | 13.02 | 2.0 | Standard | 1199.05 | 38.109131 | Yes | 59.871398 | 142.328068 | Low_spent_Medium_value_payments | 398.124784 | Standard | 243 |
52 | Doctor | 139294.400 | 3 | 3 | 9 | 0 | 10 | 0 | 8.45 | 3.0 | Good | 499.06 | 24.966041 | No | 0.000000 | 1528.567207 | Low_spent_Small_value_payments | 0.000000 | Standard | 254 |
22 | Scientist | 108073.680 | 3 | 3 | 9 | 0 | 29 | 14 | 16.16 | 7.0 | Standard | 1323.25 | 38.327253 | Yes | 0.000000 | 366.554513 | High_spent_Medium_value_payments | 757.259487 | Standard | 237 |
51 | Scientist | 49715.100 | 7 | 3 | 1 | 4 | 18 | 21 | 3.28 | 4.0 | Good | 1211.28 | 34.024173 | No | 122.770352 | 402.001332 | Low_spent_Small_value_payments | 173.720817 | Good | 390 |
45 | Media_Manager | 25462.290 | 8 | 6 | 17 | 7 | 26 | 20 | 8.78 | 7.0 | Standard | 1189.30 | 32.193730 | Yes | 95.328801 | 32.528565 | High_spent_Large_value_payments | 341.728384 | Standard | 72 |
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