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| ID | Описание | Дата |
|---|---|---|
| 9dc4bef5-ba58-4559-8cba-48c9a3ed7350 | monetize plug-and-play functionalities | 2020-02-06 |
| 2efd0d3c-7cfb-415e-a791-03d9607673eb | architect e-business platforms | 2002-12-22 |
| 651b5c9b-414e-40ca-99f6-a642ee5eb3c6 | brand cross-media communities | 1974-11-18 |
| dfe60701-ca96-4a7c-975f-1cdc06a46f23 | harness sticky synergies | 1987-09-10 |
| 37125a0b-7041-4977-a0df-9e4abd51b188 | whiteboard world-class content | 2002-09-14 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51 | Journalist | 38107.360 | 8 | 7 | 12 | 3 | 30 | 16 | 6.96 | 2.0 | Standard | 1472.70 | 23.636186 | No | 73.579468 | 102.526691 | High_spent_Medium_value_payments | 369.455175 | Standard | 269 |
| 43 | Musician | 46066.060 | 7 | 7 | 8 | 2 | 30 | 13 | 16.43 | 5.0 | Standard | 373.75 | 35.556651 | Yes | 61.159486 | 44.826825 | High_spent_Large_value_payments | 490.797522 | Standard | 299 |
| 40 | Entrepreneur | 96910.480 | 7 | 6 | 20 | 2 | 17 | 19 | 3.47 | 7.0 | Standard | 456.90 | 35.569797 | No | 112.540852 | 58.747903 | High_spent_Large_value_payments | 848.498579 | Standard | 357 |
| 48 | Entrepreneur | 17620.615 | 0 | 5 | 4 | 4 | 7 | 12 | 4.44 | 2.0 | Good | 1086.69 | 36.646289 | No | 36.927943 | 30.856789 | High_spent_Large_value_payments | 313.653727 | Poor | 187 |
| 19 | Mechanic | 15094.925 | 3 | 5 | 1 | 0 | 23 | 11 | 9.56 | 0.0 | Good | 268.53 | 28.582547 | No | 0.000000 | 78.982818 | Low_spent_Medium_value_payments | 335.308224 | Poor | 289 |
| 43 | Doctor | 84379.820 | 3 | 4 | 12 | 0 | 11 | 0 | 3.03 | 5.0 | Good | 498.02 | 31.401391 | No | 0.000000 | 584.249871 | Low_spent_Medium_value_payments | 390.315296 | Good | 326 |
| 50 | Doctor | 21196.230 | 5 | 6 | 11 | 4 | 19 | 19 | 18.92 | 6.0 | Standard | 1383.67 | 38.643440 | Yes | 61.541296 | 148.574824 | Low_spent_Small_value_payments | 278.219129 | Standard | 191 |
| 47 | Doctor | 31183.160 | 0 | 7 | 5 | 1 | 1 | 12 | 2.46 | 1.0 | Good | 854.72 | 26.221479 | NM | 23.722775 | 220.444928 | Low_spent_Large_value_payments | 301.891964 | Standard | 255 |
| 55 | Lawyer | 101112.600 | 8 | 6 | 4 | 2 | 14 | 20 | 1.42 | 2.0 | Good | 399.49 | 31.959776 | No | 143.856735 | 512.425469 | Low_spent_Large_value_payments | 473.722796 | Good | 347 |
| 31 | Engineer | 81008.580 | 8 | 6 | 5 | 0 | 18 | 18 | 8.34 | 3.0 | Standard | 249.08 | 29.062249 | Yes | 0.000000 | 126.333486 | High_spent_Medium_value_payments | 796.538014 | Standard | 271 |
| 31 | Entrepreneur | 19042.820 | 6 | 5 | 18 | 1 | 10 | 15 | 3.12 | 1.0 | Standard | 659.68 | 28.769301 | No | 10.908776 | 0.000000 | High_spent_Large_value_payments | 357.960090 | Standard | 290 |
| 54 | Architect | 37171.290 | 1 | 6 | 1 | 4 | 2 | 2 | 4.48 | 8.0 | Good | 103.82 | 29.621247 | No | 64.249982 | 32.955686 | High_spent_Large_value_payments | 465.955081 | Standard | 386 |
| 29 | Scientist | 21551.570 | 4 | 7 | 6 | 3 | 28 | 16 | 8.07 | 0.0 | Good | 991.04 | 30.784696 | No | 49.272809 | 30.301689 | High_spent_Medium_value_payments | 347.921919 | Poor | 185 |
| 40 | Media_Manager | 15723.515 | 6 | 7 | 8 | 2 | 30 | 20 | 17.98 | 12.0 | Standard | 700.20 | 36.504075 | Yes | 20.898830 | 12.389994 | High_spent_Large_value_payments | 324.040468 | Standard | 273 |
| 23 | Engineer | 10885.150 | 5 | 5 | 5 | 1 | 21 | 13 | 9.00 | 4.0 | Standard | 246.22 | 30.764538 | Yes | 6.606518 | 58.100264 | Low_spent_Small_value_payments | 286.402801 | Standard | 176 |
| 44 | Lawyer | 29170.780 | 0 | 6 | 8 | 2 | 12 | 6 | 7.39 | 4.0 | Good | 1181.13 | 34.335339 | No | 32.501858 | 36.010654 | High_spent_Medium_value_payments | 440.377322 | Standard | 262 |
| 41 | Mechanic | 28062.390 | 5 | 5 | 7 | 1 | 25 | 1 | 9.74 | 3.0 | Good | 839.85 | 36.592743 | No | 14.835135 | 21.867753 | High_spent_Large_value_payments | 443.050363 | Poor | 217 |
| 55 | Mechanic | 36274.170 | 8 | 4 | 15 | 4 | 16 | 16 | 13.99 | 3.0 | Standard | 237.17 | 28.197538 | No | 83.921049 | 24.728484 | High_spent_Large_value_payments | 442.035217 | Standard | 311 |
| 55 | Writer | 21989.265 | 5 | 5 | 1 | 0 | 0 | 6 | 14.10 | 3.0 | Good | 128.70 | 31.204876 | No | 0.000000 | 98.954144 | High_spent_Small_value_payments | 344.589731 | Good | 206 |
| 15 | Entrepreneur | 26065.910 | 7 | 5 | 9 | 2 | 6 | 14 | 14.87 | 6.0 | Standard | 388.24 | 27.354021 | Yes | 22.152922 | 33.557308 | High_spent_Medium_value_payments | 428.505686 | Standard | 99 |
| 23 | Architect | 66693.510 | 8 | 5 | 8 | 4 | 20 | 14 | 2.88 | 1.0 | Good | 278.35 | 32.730789 | NM | 132.649236 | 200.102938 | High_spent_Medium_value_payments | 474.527076 | Good | 322 |
| 22 | Scientist | 115832.240 | 8 | 5 | 4 | 1 | 10 | 14 | 1.86 | 0.0 | Good | 211.14 | 40.765259 | No | 94.186786 | 408.327063 | Low_spent_Medium_value_payments | 767.754818 | Good | 390 |
| 25 | Writer | 41048.830 | 4 | 6 | 11 | 4 | 14 | 5 | 4.23 | 4.0 | Good | 1082.80 | 24.047437 | No | 110.698801 | 230.684077 | Low_spent_Medium_value_payments | 276.590705 | Standard | 276 |
| 28 | Architect | 87232.860 | 4 | 4 | 20 | 3 | 29 | 8 | 12.84 | 4.0 | Standard | 1169.61 | 35.120765 | Yes | 177.529159 | 121.555790 | High_spent_Large_value_payments | 652.755552 | Standard | 333 |
| 33 | Engineer | 45705.040 | 8 | 6 | 6 | 3 | 13 | 13 | 16.69 | 7.0 | Standard | 378.16 | 24.873511 | Yes | 69.044950 | 148.059682 | High_spent_Medium_value_payments | 405.170701 | Standard | 0 |
| 32 | Architect | 51886.180 | 8 | 7 | 7 | 4 | 25 | 18 | 15.76 | 8.0 | Standard | 1390.84 | 29.535543 | Yes | 155.656712 | 57.135356 | High_spent_Large_value_payments | 472.692765 | Standard | 197 |
| 38 | Mechanic | 21039.260 | 5 | 4 | 19 | 2 | 24 | 10 | 9.21 | 6.0 | Standard | 1401.54 | 34.957479 | Yes | 20.214341 | 0.000000 | Low_spent_Medium_value_payments | 301.956900 | Standard | 249 |
| 40 | Accountant | 61876.140 | 8 | 7 | 13 | 4 | 21 | 20 | 17.37 | 5.0 | Standard | 1282.29 | 28.076705 | Yes | 169.980322 | 363.412663 | High_spent_Small_value_payments | 265.341515 | Standard | 125 |
| 41 | Journalist | 26775.490 | 8 | 4 | 7 | 1 | 14 | 19 | 6.42 | 0.0 | Standard | 1082.13 | 35.502863 | No | 13.484295 | 0.000000 | Low_spent_Small_value_payments | 364.870183 | Standard | 317 |
| 40 | Developer | 35195.970 | 5 | 3 | 4 | 4 | 2 | 7 | 1.66 | 4.0 | Good | 843.36 | 33.264080 | No | 93.199692 | 155.527669 | Low_spent_Small_value_payments | 335.072389 | Good | 340 |
| 54 | Manager | 26515.990 | 4 | 6 | 13 | 1 | 19 | 17 | 1.11 | 6.0 | Standard | 1150.90 | 39.657984 | No | 11.483824 | 62.430315 | Low_spent_Large_value_payments | 404.452444 | Standard | 219 |
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