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ID | Описание | Дата |
---|---|---|
2412311d-d3e0-4c9b-905a-0b59f3667584 | deploy cross-platform interfaces | 1994-11-28 |
cdd785fe-5e76-4326-93b8-d29c8f1adc16 | leverage collaborative synergies | 1976-07-05 |
8c8fc92a-b029-45cb-964b-2b160ae4c690 | repurpose visionary technologies | 2006-07-28 |
6328b25c-af7a-488b-9bba-b95a809e38ea | brand real-time infrastructures | 2014-06-26 |
b9741e07-73b3-43d8-9e33-4a9af88a3c49 | harness plug-and-play bandwidth | 1994-03-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Media_Manager | 113781.390 | 1 | 4 | 1 | 0 | 9 | 7 | 11.34 | 1.0 | Good | 1030.20 | 32.035662 | No | 0.000000 | 758.083195 | Low_spent_Small_value_payments | 486.895055 | Poor | 187 |
55 | Accountant | 122008.590 | 2 | 7 | 7 | 0 | 15 | 8 | 4.95 | 1.0 | Good | 432.37 | 42.150189 | No | 0.000000 | 192.532735 | High_spent_Medium_value_payments | 1065.905515 | Good | 185 |
47 | Teacher | 68375.370 | 6 | 3 | 17 | 1 | 20 | 0 | 3.56 | 1.0 | Standard | 804.61 | 32.141302 | No | 38.408243 | 0.000000 | High_spent_Medium_value_payments | 604.491779 | Standard | 0 |
29 | Musician | 31170.530 | 1 | 5 | 6 | 2 | 12 | 7 | 0.00 | 4.0 | Good | 462.11 | 38.027010 | No | 35.031643 | 189.540128 | Low_spent_Small_value_payments | 350.882646 | Poor | 302 |
27 | Lawyer | 18743.075 | 2 | 7 | 4 | 4 | 7 | 12 | 9.46 | 0.0 | Good | 183.15 | 31.431868 | No | 57.801813 | 72.233271 | Low_spent_Small_value_payments | 293.057208 | Good | 270 |
39 | Developer | 38331.370 | 3 | 5 | 1 | 4 | 2 | 4 | 5.89 | 3.0 | Good | 1473.17 | 41.615039 | No | 70.813313 | 0.000000 | High_spent_Medium_value_payments | 440.329376 | Standard | 221 |
45 | Entrepreneur | 109945.320 | 8 | 3 | 11 | 0 | 29 | 16 | 4.31 | 3.0 | Standard | 480.83 | 43.049195 | No | 0.000000 | 227.314479 | High_spent_Medium_value_payments | 951.396521 | Standard | 0 |
20 | Writer | 56304.160 | 5 | 7 | 13 | 5 | 13 | 17 | 8.80 | 8.0 | Standard | 1171.42 | 32.282302 | Yes | 157.484440 | 191.858818 | High_spent_Small_value_payments | 356.458076 | Standard | 190 |
32 | Developer | 11533.485 | 4 | 3 | 20 | 7 | 22 | 14 | 18.29 | 5.0 | Standard | 1278.39 | 38.915848 | Yes | 44.618556 | 43.444130 | High_spent_Small_value_payments | 250.549689 | Standard | 192 |
50 | Mechanic | 36512.400 | 1 | 3 | 3 | 4 | 3 | 9 | 10.66 | 1.0 | Good | 623.42 | 36.025738 | No | 110.959966 | 100.343473 | Low_spent_Medium_value_payments | 390.866561 | Standard | 298 |
46 | Teacher | 21450.300 | 6 | 6 | 7 | 4 | 13 | 16 | 0.85 | 1.0 | Good | 464.67 | 38.052560 | No | 59.402976 | 133.075046 | Low_spent_Medium_value_payments | 262.774478 | Standard | 347 |
54 | Journalist | 85038.870 | 0 | 2 | 6 | 3 | 6 | 7 | 4.86 | 2.0 | Good | 995.20 | 25.858855 | No | 154.410248 | 346.438015 | Low_spent_Medium_value_payments | 462.808988 | Standard | 277 |
16 | Entrepreneur | 27007.190 | 3 | 7 | 20 | 0 | 14 | 10 | 16.24 | 5.0 | Standard | 189.00 | 38.514576 | Yes | 0.000000 | 110.866750 | Low_spent_Small_value_payments | 398.493167 | Standard | 0 |
40 | Mechanic | 19013.285 | 1 | 5 | 3 | 1 | 14 | 7 | 11.11 | 2.0 | Good | 193.58 | 28.654374 | No | 13.331753 | 36.738006 | High_spent_Small_value_payments | 359.474284 | Good | 217 |
30 | Media_Manager | 15548.340 | 7 | 10 | 33 | 5 | 39 | 28 | 15.71 | 11.0 | Bad | 1398.98 | 24.802695 | Yes | 58.154986 | 66.684568 | Low_spent_Large_value_payments | 274.329947 | Poor | 210 |
24 | Mechanic | 19070.065 | 3 | 5 | 11 | 3 | 10 | 5 | 8.42 | 3.0 | Good | 801.19 | 26.902538 | No | 35.001847 | 0.000000 | Low_spent_Small_value_payments | 304.704593 | Poor | 222 |
45 | Teacher | 27020.670 | 5 | 7 | 15 | 0 | 18 | 16 | 5.27 | 4.0 | Standard | 764.45 | 38.796687 | No | 0.000000 | 241.764916 | Low_spent_Medium_value_payments | 289.707334 | Standard | 192 |
51 | Manager | 36868.130 | 6 | 4 | 3 | 0 | 30 | 20 | 3.88 | 4.0 | Good | 1360.71 | 35.350434 | No | 0.000000 | 209.017933 | Low_spent_Medium_value_payments | 377.116484 | Standard | 315 |
19 | Architect | 39511.000 | 7 | 8 | 24 | 3 | 30 | 21 | 1.10 | 7.0 | Bad | 1304.11 | 25.952678 | Yes | 81.478342 | 175.629190 | Low_spent_Large_value_payments | 337.750802 | Poor | 73 |
42 | Musician | 41975.000 | 2 | 7 | 5 | 0 | 8 | 1 | 5.74 | 0.0 | Good | 72.24 | 36.551663 | No | 0.000000 | 57.921308 | High_spent_Medium_value_payments | 568.270359 | Good | 304 |
27 | Accountant | 80595.480 | 7 | 5 | 6 | 0 | 34 | 10 | 17.54 | 3.0 | Standard | 1261.00 | 27.437441 | Yes | 0.000000 | 161.270728 | High_spent_Large_value_payments | 768.658272 | Standard | 207 |
30 | Entrepreneur | 39928.500 | 3 | 5 | 8 | 4 | 11 | 16 | 9.17 | 3.0 | Good | 461.43 | 41.835098 | No | 76.000511 | 138.778364 | High_spent_Medium_value_payments | 372.758625 | Good | 340 |
48 | Mechanic | 40021.110 | 3 | 5 | 6 | 1 | 3 | 9 | 3.44 | 1.0 | Good | 148.40 | 23.495911 | No | 19.376567 | 0.000000 | Low_spent_Small_value_payments | 317.258192 | Poor | 219 |
33 | Lawyer | 158848.760 | 1 | 7 | 9 | 2 | 6 | 2 | 9.32 | 3.0 | Good | 344.42 | 25.356067 | No | 145.513639 | 1266.053423 | Low_spent_Medium_value_payments | 169.072605 | Standard | 382 |
24 | Teacher | 39704.190 | 5 | 4 | 3 | 4 | 3 | 11 | 11.28 | 3.0 | Good | 1421.92 | 30.036165 | No | 124.262431 | 89.989210 | Low_spent_Large_value_payments | 385.316609 | Standard | 241 |
19 | Media_Manager | 14639.215 | 4 | 7 | 18 | 4 | 23 | 15 | 9.32 | 4.0 | Standard | 879.98 | 22.914227 | NM | 40.188627 | 114.365790 | Low_spent_Small_value_payments | 256.439041 | Standard | 157 |
32 | Media_Manager | 72712.200 | 8 | 5 | 16 | 0 | 20 | 13 | 0.00 | 0.0 | Standard | 1431.10 | 31.922878 | No | 0.000000 | 42.058989 | High_spent_Large_value_payments | 814.876011 | Standard | 343 |
39 | Musician | 32446.800 | 8 | 6 | 11 | 1 | 27 | 11 | 5.11 | 2.0 | Standard | 395.19 | 34.108266 | No | 18.115805 | 167.453487 | Low_spent_Small_value_payments | 376.720708 | Standard | 395 |
34 | Engineer | 70590.980 | 4 | 4 | 4 | 2 | 3 | 1 | 8.19 | 1.0 | Good | 258.33 | 35.436440 | No | 61.845295 | 91.863954 | High_spent_Medium_value_payments | 656.548918 | Good | 250 |
42 | Accountant | 10412.225 | 8 | 7 | 10 | 3 | 15 | 11 | 10.13 | 7.0 | Standard | 4.50 | 35.818657 | Yes | 18.836914 | 76.363057 | Low_spent_Small_value_payments | 270.968571 | Poor | 362 |
33 | Musician | 68654.620 | 4 | 5 | 6 | 1 | 2 | 10 | 6.14 | 3.0 | Good | 1381.16 | 29.423701 | NM | 55.228237 | 343.279315 | Low_spent_Medium_value_payments | 478.614281 | Good | 293 |
21 | Journalist | 98828.920 | 5 | 7 | 7 | 0 | 4 | 0 | 12.20 | 5.0 | Standard | 821.41 | 43.884022 | Yes | 0.000000 | 142.062572 | High_spent_Medium_value_payments | 958.511761 | Standard | 377 |
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