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ID | Описание | Дата |
---|---|---|
30b4d436-60cb-4bb0-a466-69fb7b54c03d | revolutionize out-of-the-box functionalities | 1992-02-21 |
7042aea6-03df-4b55-a6a2-47fc932edf68 | utilize intuitive info-mediaries | 1999-02-28 |
4fd941ce-2d97-419d-b85b-967ee7ed99e4 | architect global architectures | 2003-08-09 |
7d81cdba-c4a5-4460-990d-ff36ba589668 | integrate magnetic channels | 2023-04-03 |
29100869-a5e2-4be9-b6bc-ecdd6378bcad | matrix extensible architectures | 1999-11-13 |
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 | 20 | 4.97 | 5.0 | Standard | 967.75 | 40.773656 | Yes | 0.000000 | 106.270900 | Low_spent_Medium_value_payments | 557.233767 | Standard | 233 |
48 | Doctor | 25877.950 | 7 | 3 | 12 | 1 | 16 | 0 | 7.43 | 0.0 | Standard | 1111.34 | 24.623386 | Yes | 12.041849 | 101.517732 | Low_spent_Large_value_payments | 342.490003 | Standard | 387 |
23 | Developer | 102412.350 | 5 | 6 | 8 | 0 | 25 | 15 | 11.13 | 1.0 | Standard | 719.06 | 34.687284 | Yes | 0.000000 | 283.487149 | Low_spent_Small_value_payments | 835.549101 | Standard | 221 |
48 | Architect | 4156013.000 | 7 | 4 | 17 | 1 | 26 | 10 | 2.26 | 6.0 | Standard | 274.91 | 28.802034 | Yes | 9.801339 | 106.566337 | Low_spent_Small_value_payments | 324.037991 | Standard | 308 |
42 | Manager | 16524.395 | 5 | 5 | 20 | 4 | 26 | 14 | 11.65 | 3.0 | Standard | 988.27 | 39.448960 | No | 44.236857 | 55.043160 | Low_spent_Large_value_payments | 335.223274 | Standard | 307 |
54 | Manager | 18167.415 | 1 | 7 | 5 | 3 | 10 | 5 | 2.99 | 2.0 | Good | 718.95 | 37.867392 | No | 24.441180 | 27.529070 | High_spent_Small_value_payments | 358.424875 | Standard | 379 |
24 | Doctor | 32835.400 | 2 | 6 | 2 | 1 | 13 | 11 | 5.35 | 7.0 | Good | 866.86 | 39.261050 | No | 14.034818 | 173.616040 | High_spent_Small_value_payments | 341.377475 | Standard | 0 |
27 | Accountant | 15391.470 | 7 | 7 | 19 | 3 | 20 | 12 | 13.68 | 7.0 | Standard | 939.63 | 39.173263 | Yes | 114.758661 | 60.979721 | Low_spent_Small_value_payments | 322.267076 | Standard | 245 |
49 | Developer | 14831.815 | 5 | 5 | 6 | 2 | 20 | 13 | 8.17 | 4.0 | Standard | 1490.48 | 30.445311 | Yes | 22.613915 | 59.086787 | High_spent_Small_value_payments | 287.997757 | Good | 338 |
33 | Musician | 102460.440 | 5 | 5 | 10 | 1 | 27 | 16 | 3.22 | 2.0 | Standard | 587.02 | 31.915809 | Yes | 50.882495 | 0.000000 | Low_spent_Large_value_payments | 348.512072 | Standard | 385 |
23 | Doctor | 35577.230 | 8 | 4 | 5 | 0 | 22 | 19 | 15.76 | 10.0 | Standard | 20.94 | 38.428999 | Yes | 0.000000 | 46.820394 | High_spent_Large_value_payments | 495.756523 | Standard | 307 |
34 | Developer | 16112.185 | 3 | 3 | 19 | 1 | 28 | 19 | 10.66 | 5.0 | Standard | 308.39 | 25.089746 | Yes | 11.928985 | 102.868330 | Low_spent_Medium_value_payments | 298.370893 | Standard | 0 |
44 | Media_Manager | 21642.845 | 4 | 4 | 8 | 3 | 9 | 5 | 11.62 | 3.0 | Good | 1145.77 | 27.774284 | NM | 39.015255 | 169.285134 | Low_spent_Small_value_payments | 252.956652 | Standard | 216 |
20 | Writer | 14384.400 | 3 | 7 | 19 | 6 | 15 | 17 | 11.11 | 5.0 | Standard | 1465.30 | 32.269864 | Yes | 65.497084 | 113.510614 | Low_spent_Large_value_payments | 212.862302 | Standard | 84 |
30 | Writer | 22709.370 | 6 | 5 | 19 | 2 | 20 | 8 | 15.62 | 8.0 | Standard | 412.53 | 31.617249 | Yes | 25.438780 | 38.733077 | High_spent_Medium_value_payments | 397.372893 | Standard | 317 |
35 | Journalist | 21945.825 | 2 | 6 | 2 | 4 | 6 | 4 | 0.00 | 3.0 | Good | 202.68 | 33.070491 | No | 63.324553 | 87.082888 | High_spent_Small_value_payments | 307.574433 | Good | 0 |
40 | Scientist | 7518.710 | 6 | 4 | 15 | 3 | 16 | 19 | 13.89 | 9.0 | Standard | 832.00 | 37.482549 | Yes | 9.552501 | 22.763688 | Low_spent_Small_value_payments | 308.239727 | Standard | 98 |
36 | Media_Manager | 30910.680 | 6 | 3 | 17 | 3 | 25 | 19 | 15.53 | 8.0 | Standard | 392.56 | 28.840934 | Yes | 55.008711 | 156.402670 | Low_spent_Large_value_payments | 296.077620 | Standard | 133 |
43 | Doctor | 9844.975 | 8 | 7 | 19 | 0 | 7 | 17 | 9.75 | 1.0 | Standard | 638.57 | 23.613029 | No | 0.000000 | 17.474264 | High_spent_Medium_value_payments | 314.967194 | Standard | 388 |
40 | Architect | 27738.990 | 5 | 7 | 20 | 0 | 19 | 9 | 0.87 | 0.0 | Standard | 425.01 | 29.332220 | No | 0.000000 | 84.040165 | High_spent_Small_value_payments | 388.018085 | Standard | 0 |
32 | Engineer | 15186.175 | 4 | 3 | 6 | 1 | 16 | 15 | 3.22 | 0.0 | Standard | 9.70 | 33.262816 | No | 10.915070 | 89.973093 | High_spent_Small_value_payments | 311.863296 | Standard | 282 |
54 | Writer | 17651.515 | 0 | 2 | 4 | 0 | 8 | 6 | 2.51 | 1.0 | Good | 67.88 | 36.462892 | No | 0.000000 | 73.474154 | Low_spent_Medium_value_payments | 359.421805 | Good | 294 |
25 | Engineer | 114987.150 | 5 | 4 | 4 | 0 | 10 | 3 | 9.99 | 6.0 | Good | 1494.07 | 28.047243 | No | 0.000000 | 813.422683 | Low_spent_Medium_value_payments | 418.303567 | Good | 236 |
31 | Entrepreneur | 156608.600 | 4 | 4 | 10 | 0 | 17 | 4 | 9.09 | 2.0 | Good | 1161.51 | 41.692898 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 994.101946 | Poor | 218 |
33 | Doctor | 21903.850 | 3 | 5 | 5 | 1 | 26 | 19 | 10.96 | 1.0 | Standard | 1426.30 | 38.234503 | Yes | 13.273626 | 90.334284 | Low_spent_Small_value_payments | 380.424174 | Standard | 352 |
51 | Scientist | 72783.060 | 6 | 5 | 17 | 1 | 18 | 17 | 3.52 | 2.0 | Standard | 752.52 | 28.171071 | No | 31.751688 | 58.491229 | High_spent_Large_value_payments | 773.882583 | Standard | 311 |
30 | Writer | 36640.700 | 3 | 5 | 2 | 4 | 7 | 3 | 13.90 | 2.0 | Good | 155.86 | 38.022722 | No | 106.174669 | 175.098516 | Low_spent_Large_value_payments | 294.465982 | Standard | 361 |
52 | Scientist | 108968.850 | 1 | 5 | 8 | 0 | 1 | 3 | 1.51 | 1.0 | Good | 407.44 | 35.860698 | No | 0.000000 | 178.461862 | High_spent_Small_value_payments | 965.911888 | Good | 373 |
45 | Engineer | 131760.300 | 2 | 3 | 6 | 0 | 13 | 6 | 1.26 | 3.0 | Good | 262.48 | 30.511650 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1274.753846 | Good | 208 |
42 | Accountant | 130079.790 | 3 | 4 | 8 | 0 | 3 | 3 | 9.05 | 3.0 | Good | 230.44 | 36.425546 | No | 0.000000 | 868.066504 | Low_spent_Medium_value_payments | 521.131746 | Good | 269 |
39 | Doctor | 38964.650 | 1 | 6 | 11 | 0 | 11 | 6 | 3.02 | 0.0 | Good | 860.91 | 29.299559 | No | 0.000000 | 276.490217 | Low_spent_Medium_value_payments | 328.515200 | Standard | 217 |
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