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ID | Описание | Дата |
---|---|---|
3e1343d2-becb-4769-b946-d4c1d01037fd | re-contextualize scalable applications | 1993-01-27 |
5b77bd0e-f2fd-45b6-a8f3-0ffc4eba8da5 | mesh one-to-one experiences | 1987-03-21 |
3b07aec8-9e30-40a0-8d5f-217281a1afea | integrate out-of-the-box info-mediaries | 1991-10-08 |
9ee237c6-9d0c-4277-a176-7863ccb6b03f | matrix magnetic vortals | 1970-08-31 |
81bcfbd5-d379-464e-849c-e28d7af800b9 | enhance frictionless systems | 1971-02-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | Doctor | 80108.310 | 5 | 3 | 17 | 0 | 25 | 16 | 14.22 | 1.0 | Standard | 997.28 | 26.728573 | Yes | 0.000000 | 549.099291 | Low_spent_Large_value_payments | 407.569959 | Standard | 213 |
24 | Writer | 16198.305 | 4 | 7 | 4 | 2 | 12 | 5 | 11.90 | 0.0 | Good | 1439.09 | 35.254682 | No | 14.350146 | 37.075804 | High_spent_Small_value_payments | 317.559925 | Standard | 375 |
28 | Engineer | 17450.000 | 8 | 3 | 8 | 3 | 11 | 8 | 13.57 | 10.0 | Standard | 1491.56 | 32.003738 | NM | 38.578930 | 125.296959 | Low_spent_Medium_value_payments | 274.340778 | Poor | 201 |
46 | Developer | 43742.010 | 2 | 6 | 12 | 0 | 11 | 11 | 3.69 | 5.0 | Good | 59.06 | 41.160767 | No | 0.000000 | 235.191061 | High_spent_Small_value_payments | 404.025689 | Standard | 0 |
24 | Writer | 24131.570 | 7 | 7 | 13 | 2 | 18 | 8 | 1.51 | 0.0 | Standard | 1246.66 | 29.893241 | No | 38.599644 | 60.101101 | Low_spent_Large_value_payments | 385.795672 | Standard | 207 |
30 | Architect | 14012.055 | 4 | 6 | 14 | 3 | 30 | 12 | 0.80 | 3.0 | Standard | 702.16 | 35.710059 | No | 29.837981 | 69.088027 | Low_spent_Small_value_payments | 337.541116 | Standard | 189 |
30 | Engineer | 58337.790 | 8 | 6 | 19 | 2 | 7 | 10 | 13.36 | 8.0 | Standard | 1322.98 | 24.507627 | NM | 86.265914 | 293.413059 | Low_spent_Medium_value_payments | 370.069277 | Poor | 213 |
40 | Musician | 34114.430 | 4 | 3 | 5 | 4 | 10 | 13 | 8.32 | 4.0 | Good | 870.99 | 39.619755 | NM | 80.102170 | 0.000000 | High_spent_Large_value_payments | 421.318633 | Good | 236 |
14 | Architect | 19453.050 | 3 | 6 | 10 | 6 | 22 | 18 | 19.86 | 11.0 | Standard | 731.24 | 29.891465 | Yes | 77.110089 | 25.892549 | High_spent_Large_value_payments | 328.706113 | Standard | 201 |
25 | Teacher | 29633.990 | 7 | 4 | 15 | 2 | 23 | 21 | 9.95 | 7.0 | Standard | 113.42 | 27.933949 | Yes | 32.226013 | 93.236056 | Low_spent_Medium_value_payments | 391.587847 | Standard | 72 |
22 | Lawyer | 28910.140 | 8 | 6 | 11 | 4 | 7 | 0 | 11.67 | 3.0 | Standard | 496.03 | 27.890905 | No | 75.124270 | 152.446328 | High_spent_Small_value_payments | 276.547236 | Standard | 263 |
25 | Engineer | 43531.450 | 0 | 3 | 9 | 2 | 10 | 9 | 0.94 | 0.0 | Good | 376.17 | 28.859254 | NM | 53.721273 | 229.432740 | Low_spent_Medium_value_payments | 364.708071 | Good | 228 |
40 | Mechanic | 72814.860 | 2 | 5 | 4 | 0 | 11 | 0 | 2.43 | 4.0 | Good | 557.78 | 37.276080 | No | 0.000000 | 242.000341 | Low_spent_Medium_value_payments | 641.590159 | Good | 315 |
19 | Lawyer | 20985.480 | 7 | 3 | 9 | 4 | 6 | 9 | 10.37 | 7.0 | Standard | 714.54 | 40.344233 | Yes | 38.216485 | 0.000000 | Low_spent_Small_value_payments | 239.261075 | Standard | 144 |
51 | Scientist | 44835.390 | 3 | 4 | 4 | 4 | 33 | 9 | 5.53 | 4.0 | Good | 953.75 | 28.901031 | No | 96.924703 | 226.375449 | High_spent_Small_value_payments | 290.528099 | Poor | 0 |
22 | Developer | 29960.970 | 3 | 6 | 14 | 1 | 15 | 16 | 19.54 | 6.0 | Standard | 744.37 | 25.461906 | Yes | 17.234859 | 142.224848 | High_spent_Small_value_payments | 324.615043 | Standard | 374 |
30 | Accountant | 21663.610 | 4 | 5 | 8 | 2 | 16 | 10 | 3.64 | 5.0 | Good | 549.88 | 30.865764 | No | 32.716161 | 158.645729 | Low_spent_Small_value_payments | 264.268194 | Good | 393 |
35 | Developer | 18419.570 | 4 | 4 | 10 | 1 | 14 | 0 | 9.08 | 1.0 | Good | 699.06 | 32.774782 | No | 9.803353 | 114.173721 | Low_spent_Medium_value_payments | 280.419342 | Good | 300 |
29 | Writer | 119223.090 | 0 | 6 | 2 | 0 | 23 | 5 | 4.53 | 4.0 | Good | 14.96 | 32.055056 | No | 0.000000 | 657.695694 | Low_spent_Medium_value_payments | 626.930056 | Poor | 260 |
49 | Architect | 144342.800 | 7 | 5 | 11 | 0 | 9 | 0 | 2.52 | 1.0 | Standard | 334.24 | 24.692443 | Yes | 0.000000 | 928.751703 | Low_spent_Medium_value_payments | 555.304964 | Standard | 184 |
36 | Musician | 72307.320 | 8 | 4 | 9 | 3 | 18 | 17 | 12.34 | 6.0 | Standard | 1180.91 | 23.648386 | NM | 152.965531 | 496.925875 | Low_spent_Medium_value_payments | 205.569594 | Standard | 206 |
35 | Lawyer | 14528.810 | 6 | 4 | 20 | 2 | 7 | 18 | 10.84 | 8.0 | Standard | 67.59 | 39.277685 | Yes | 15.895561 | 74.574497 | High_spent_Small_value_payments | 280.203358 | Standard | 105 |
26 | Manager | 92652.090 | 7 | 7 | 4 | 1 | 13 | 13 | 5.17 | 4.0 | Standard | 156.76 | 25.054523 | No | 41.364817 | 155.529022 | High_spent_Medium_value_payments | 816.606910 | Standard | 224 |
54 | Scientist | 22205.610 | 6 | 5 | 11 | 3 | 7 | 5 | 14.10 | 3.0 | Standard | 207.04 | 27.255508 | No | 46.079099 | 226.253995 | Low_spent_Small_value_payments | 221.413657 | Poor | 315 |
36 | Writer | 32152.970 | 4 | 3 | 6 | 2 | 11 | 15 | 13.06 | 6.0 | Standard | 612.91 | 24.186052 | Yes | 33.408304 | 187.638707 | Low_spent_Small_value_payments | 329.194405 | Standard | 139 |
28 | Lawyer | 40633.860 | 5 | 7 | 13 | 1 | 15 | 9 | 7.68 | 4.0 | Standard | 628.11 | 34.372676 | No | 19.132696 | 237.093214 | Low_spent_Small_value_payments | 390.989590 | Standard | 281 |
46 | Media_Manager | 33929.890 | 3 | 5 | 17 | 4 | 17 | 10 | 5.40 | 4.0 | Standard | 1219.04 | 37.663653 | No | 89.779633 | 224.289804 | Low_spent_Large_value_payments | 220.879646 | Standard | 298 |
25 | Media_Manager | 126464.010 | 5 | 5 | 6 | 2 | 9 | 7 | 7.10 | 4.0 | Good | 688.10 | 28.531946 | No | 170.300385 | 427.916507 | High_spent_Medium_value_payments | 693.849859 | Standard | 286 |
33 | Manager | 35491.290 | 3 | 3 | 12 | 3 | 18 | 8 | 1.51 | 0.0 | Standard | 359.63 | 24.184101 | No | 63.726645 | 266.029717 | Low_spent_Small_value_payments | 248.604389 | Standard | 338 |
18 | Developer | 52210.260 | 3 | 6 | 10 | 1 | 5 | 15 | 8.11 | 4.0 | Standard | 1276.23 | 31.731336 | No | 24.296593 | 292.376508 | High_spent_Small_value_payments | 389.912399 | Standard | 389 |
41 | Lawyer | 16837.430 | 3 | 4 | 13 | 2 | 23 | 20 | 11.59 | 2.0 | Standard | 1347.95 | 38.418272 | No | 17.070190 | 72.631684 | Low_spent_Small_value_payments | 368.510043 | Poor | 323 |
35 | Entrepreneur | 27171.260 | 3 | 5 | 4 | 0 | 7 | 15 | 3.18 | 2.0 | Standard | 896.47 | 38.241076 | NM | 0.000000 | 79.198022 | High_spent_Medium_value_payments | 416.129145 | Standard | 192 |
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