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| ID | Описание | Дата |
|---|---|---|
| f7c893d5-eea4-4afb-b3c0-6e7eb362a927 | re-contextualize magnetic convergence | 2011-08-14 |
| 1bb2e531-f4e6-4f1b-9efa-b3eeaed6a02f | evolve killer ROI | 2002-12-09 |
| 9807b2fb-d72c-4e08-b6d3-17992be69873 | grow extensible platforms | 2011-01-30 |
| 9656feaa-c015-4a36-a68c-c0d0b9034efc | disintermediate open-source platforms | 1999-08-24 |
| 62177b50-4ae4-434b-b759-ee5407119b63 | optimize holistic systems | 2004-06-14 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | Architect | 134316.200 | 8 | 3 | 11 | 0 | 25 | 14 | 16.50 | 4.0 | Standard | 1383.60 | 27.415883 | Yes | 0.000000 | 1027.046140 | Low_spent_Medium_value_payments | 395.855527 | Standard | 233 |
| 24 | Entrepreneur | 11866.345 | 7 | 7 | 20 | 1 | 17 | 17 | 17.73 | 6.0 | Standard | 276.34 | 38.821048 | Yes | 8.367989 | 52.723009 | Low_spent_Medium_value_payments | 317.395210 | Standard | 292 |
| 27 | Mechanic | 64720.900 | 4 | 4 | 2 | 3 | 11 | 3 | 0.68 | 1.0 | Good | 1425.10 | 27.928776 | NM | 112.177075 | 0.000000 | High_spent_Medium_value_payments | 490.376631 | Good | 392 |
| 24 | Media_Manager | 18231.520 | 6 | 5 | 15 | 9 | 35 | 17 | 1.83 | 7.0 | Bad | 1358.96 | 36.996783 | Yes | 86.608647 | 108.747501 | Low_spent_Small_value_payments | 239.473185 | Standard | 184 |
| 44 | Journalist | 15985.410 | 7 | 3 | 17 | 7 | 22 | 17 | 10.86 | 9.0 | Standard | 1325.27 | 32.105226 | NM | 64.126794 | 109.841623 | Low_spent_Small_value_payments | 253.243333 | Poor | 224 |
| 43 | Writer | 101191.170 | 6 | 6 | 17 | 3 | 27 | 21 | 16.56 | 3.0 | Standard | 1264.86 | 35.240944 | Yes | 134.048127 | 175.690526 | High_spent_Large_value_payments | 771.421097 | Standard | 302 |
| 21 | Writer | 21156.880 | 5 | 6 | 13 | 0 | 27 | 0 | 11.12 | 5.0 | Standard | 386.38 | 26.907348 | Yes | 0.000000 | 35.012696 | High_spent_Medium_value_payments | 379.294637 | Standard | 199 |
| 21 | Developer | 29937.850 | 0 | 1 | 2 | 1 | 8 | 3 | 2.05 | 6.0 | Good | 720.68 | 23.412675 | No | 20.779413 | 189.450828 | Low_spent_Small_value_payments | 340.351842 | Standard | 224 |
| 37 | Engineer | 43395.090 | 1 | 3 | 4 | 3 | 6 | 11 | 10.00 | 4.0 | Good | 1103.70 | 31.688537 | No | 74.869250 | 96.511250 | High_spent_Medium_value_payments | 434.845249 | Standard | 390 |
| 51 | Accountant | 85768.980 | 2 | 1 | 8 | 0 | 2 | 0 | 3.25 | 2.0 | Good | 773.33 | 30.001497 | No | 0.000000 | 446.945437 | Low_spent_Medium_value_payments | 547.896063 | Good | 279 |
| 28 | Media_Manager | 32928.360 | 5 | 6 | 20 | 0 | 21 | 13 | 13.31 | 0.0 | Standard | 781.10 | 25.912676 | Yes | 0.000000 | 89.160865 | High_spent_Medium_value_payments | 461.442135 | Standard | 0 |
| 24 | Developer | 11486.080 | 8 | 7 | 11 | 3 | 14 | 9 | 11.73 | 4.0 | Standard | 550.98 | 25.589228 | Yes | 23.083111 | 38.705322 | High_spent_Medium_value_payments | 294.928901 | Standard | 206 |
| 43 | Musician | 67857.800 | 8 | 10 | 32 | 3 | 29 | 19 | 13.71 | 9.0 | Standard | 1497.68 | 39.145768 | Yes | 116.055776 | 115.252808 | High_spent_Medium_value_payments | 568.573082 | Poor | 199 |
| 43 | Teacher | 27794.430 | 7 | 3 | 9 | 2 | 24 | 11 | 10.25 | 5.0 | Standard | 371.41 | 33.174924 | Yes | 34.903430 | 29.059158 | High_spent_Large_value_payments | 402.357662 | Standard | 138 |
| 25 | Musician | 17641.460 | 8 | 5 | 5 | 2 | 30 | 12 | 0.00 | 4.0 | Standard | 322.43 | 27.617168 | Yes | 15.357277 | 0.000000 | High_spent_Medium_value_payments | 371.633132 | Standard | 0 |
| 48 | Journalist | 121503.720 | 4 | 6 | 3 | 2 | 14 | 0 | 0.86 | 1.0 | Good | 128.68 | 35.101337 | No | 189.119319 | 311.862975 | Low_spent_Large_value_payments | 769.048706 | Standard | 397 |
| 49 | Doctor | 14366.560 | 1 | 2 | 3 | 1 | 8 | 6 | 4.48 | 5.0 | Good | 411.98 | 30.989049 | No | 7.737807 | 54.943963 | Low_spent_Medium_value_payments | 338.439563 | Good | 301 |
| 25 | Accountant | 20355.230 | 8 | 3 | 15 | 6 | 15 | 15 | 14.73 | 4.0 | Standard | 575.92 | 36.793126 | Yes | 59.286916 | 82.087980 | High_spent_Small_value_payments | 316.452021 | Standard | 123 |
| 39 | Media_Manager | 116184.440 | 5 | 7 | 5 | 1 | 19 | 0 | 11.88 | 2.0 | Good | 804.90 | 30.936358 | No | 91.250492 | 182.328210 | High_spent_Medium_value_payments | 921.824964 | Poor | 183 |
| 22 | Lawyer | 34565.730 | 1 | 1 | 3 | 2 | 13 | 4 | 9.67 | 3.0 | Good | 1429.23 | 35.405135 | No | 33.142141 | 258.394419 | Low_spent_Large_value_payments | 276.111190 | Good | 0 |
| 35 | Writer | 18010485.000 | 1 | 5 | 10 | 1 | 10 | 1 | 2.61 | 2.0 | Good | 1246.47 | 39.240976 | No | 69.432733 | 0.000000 | High_spent_Large_value_payments | 1126.282745 | Poor | 370 |
| 24 | Accountant | 58211.850 | 8 | 6 | 5 | 4 | 15 | 17 | 3.65 | 3.0 | Good | 901.00 | 31.108944 | No | 152.727498 | 256.888513 | High_spent_Small_value_payments | 323.182739 | Good | 389 |
| 26 | Media_Manager | 36886.060 | 4 | 5 | 8 | 7 | 10 | 19 | 17.73 | 4.0 | Standard | 1347.86 | 38.289574 | NM | 133.128821 | 80.282805 | High_spent_Medium_value_payments | 365.872207 | Standard | 232 |
| 37 | Lawyer | 113561.200 | 8 | 4 | 9 | 1 | 23 | 17 | 7.99 | 0.0 | Standard | 75.52 | 31.591574 | No | 53.778389 | 473.336326 | Low_spent_Large_value_payments | 700.928619 | Poor | 334 |
| 30 | Doctor | 32943.660 | 5 | 6 | 14 | 6 | 20 | 10 | 22.52 | 7.0 | Standard | 226.74 | 27.898680 | Yes | 162.933964 | 224.168338 | Low_spent_Small_value_payments | 184.028198 | Standard | 123 |
| 33 | Lawyer | 12050.595 | 6 | 4 | 20 | 1 | 13 | 13 | 2.59 | 3.0 | Standard | 144.29 | 28.731146 | No | 7.167791 | 97.213010 | Low_spent_Small_value_payments | 301.540825 | Standard | 355 |
| 22 | Doctor | 9989.210 | 5 | 4 | 20 | 2 | 15 | 0 | 2.81 | 6.0 | Standard | 731.05 | 34.538447 | No | 10.506173 | 11.891579 | High_spent_Large_value_payments | 282.945665 | Standard | 229 |
| 34 | Media_Manager | 15333.865 | 6 | 3 | 7 | 2 | 20 | 18 | 16.55 | 2.0 | Standard | 630.24 | 36.596540 | Yes | 14.566559 | 142.499123 | Low_spent_Small_value_payments | 238.716526 | Standard | 343 |
| 48 | Mechanic | 125788.800 | 5 | 1 | 4 | 1 | 12 | 162 | 7.63 | 0.0 | Good | 1454.08 | 33.255704 | No | 64.064671 | 588.385994 | Low_spent_Medium_value_payments | 689.689335 | Good | 301 |
| 36 | Media_Manager | 87199.020 | 1 | 7 | 7 | 1 | 17 | 12 | 11.13 | 4.0 | Good | 395.46 | 37.942072 | No | 62.100489 | 124.394969 | High_spent_Large_value_payments | 804.463042 | Poor | 283 |
| 23 | Doctor | 16668.960 | 6 | 3 | 6 | 0 | 29 | 6 | 17.36 | 5.0 | Standard | 1426.06 | 35.727005 | Yes | 0.000000 | 93.828592 | Low_spent_Small_value_payments | 319.579408 | Standard | 224 |
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