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| ID | Описание | Дата |
|---|---|---|
| b752445a-4525-4b84-bab4-848ff4e9e38b | enable plug-and-play schemas | 1970-04-17 |
| 62195cc6-35dc-4e33-8013-760c6d09ed1b | redefine frictionless deliverables | 2007-10-30 |
| aba74421-c5e9-4a70-b1a7-4a94c44a5e1a | engineer strategic e-commerce | 1973-04-02 |
| 73228954-4251-4dcd-8912-a92917a50543 | enable proactive metrics | 2008-05-04 |
| 3ab886b4-5b8c-4471-86a8-fc2ade5a0012 | utilize plug-and-play partnerships | 2025-03-30 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | Journalist | 134978.240 | 8 | 5 | 15 | 2 | 12 | 16 | 9.89 | 3.0 | Standard | 668.14 | 46.194238 | Yes | 145.111823 | 129.521449 | High_spent_Medium_value_payments | 1081.285394 | Standard | 315 |
| 15 | Mechanic | 101500.920 | 4 | 6 | 14 | 2 | 29 | 16 | 10.37 | 6.0 | Standard | 835.46 | 39.895087 | Yes | 141.545706 | 71.540263 | High_spent_Large_value_payments | 892.555031 | Poor | 188 |
| 35 | Architect | 40206.260 | 3 | 3 | 15 | 1 | 24 | 12 | 9.98 | 3.0 | Standard | 736.97 | 30.165876 | Yes | 17.787342 | 271.872987 | Low_spent_Small_value_payments | 355.591838 | Standard | 368 |
| 40 | Scientist | 44941.950 | 4 | 6 | 3 | 1 | 0 | 5 | 11.32 | 7.0 | Good | 1150.28 | 26.717742 | No | 22.434725 | 163.905802 | High_spent_Medium_value_payments | 458.275723 | Good | 371 |
| 34 | Journalist | 19562.470 | 3 | 3 | 9 | 3 | 5 | 9 | 19.35 | 7.0 | Standard | 712.22 | 33.240525 | Yes | 30.784138 | 230.557253 | Low_spent_Small_value_payments | 199.979192 | Standard | 105 |
| 33 | Architect | 17914.240 | 6 | 6 | 11 | 5 | 28 | 10 | 16.98 | 5.0 | Standard | 703.21 | 33.765215 | Yes | 65.914626 | 94.955772 | Low_spent_Large_value_payments | 283.614936 | Standard | 0 |
| 47 | Lawyer | 21672.790 | 0 | 5 | 1 | 3 | 5 | 1 | 2.65 | 0.0 | Good | 572.55 | 35.130959 | No | 50.915759 | 62.268527 | Low_spent_Small_value_payments | 355.622298 | Poor | 228 |
| 42 | Developer | 12868.625 | 6 | 7 | 5 | 4 | 28 | 8 | 0.77 | 3.0 | Standard | 837.85 | 33.952107 | Yes | 39.268598 | 0.000000 | Low_spent_Small_value_payments | 286.814777 | Standard | 401 |
| 24 | Lawyer | 24458.570 | 4 | 4 | 8 | 2 | 15 | 8 | 6.12 | 0.0 | Standard | 213.33 | 25.439651 | No | 29.790433 | 95.984106 | Low_spent_Small_value_payments | 391.346878 | Standard | 0 |
| 31 | Developer | 17025.510 | 0 | 3 | 4 | 2 | 6 | 8 | 3.02 | 9.0 | Good | 42.85 | 26.766190 | NM | 20.084916 | 84.285194 | Low_spent_Small_value_payments | 299.409141 | Standard | 213 |
| 32 | Writer | 38250.710 | 1 | 7 | 8 | 3 | 15 | 1 | 0.76 | 7.0 | Good | 1464.74 | 26.509611 | No | 91.486810 | 365.369186 | Low_spent_Small_value_payments | 127.299920 | Standard | 306 |
| 19 | Developer | 31408.150 | 5 | 3 | 18 | 2 | 6 | 16 | 19.13 | 7.0 | Standard | 1408.66 | 24.438229 | Yes | 30.791883 | 38.752247 | High_spent_Large_value_payments | 431.390453 | Standard | 246 |
| 30 | Engineer | 39418.470 | 5 | 4 | 1 | 3 | 10 | 1 | 7.56 | 0.0 | Good | 517.87 | 33.716451 | No | 69.726183 | 158.996860 | Low_spent_Small_value_payments | 371.264206 | Good | 343 |
| 23 | Teacher | 46422.100 | 8 | 6 | 9 | 2 | 14 | 9 | 3.50 | 0.0 | Standard | 832.68 | 38.088849 | No | 66.490890 | 234.931083 | Low_spent_Medium_value_payments | 387.128860 | Standard | 278 |
| 45 | Writer | 56705.700 | 3 | 6 | 5 | 2 | 2 | 8 | 11.40 | 4.0 | Good | 207.43 | 27.497112 | No | 61.275218 | 152.705998 | High_spent_Medium_value_payments | 531.566284 | Standard | 208 |
| 18 | Teacher | 14020.860 | 2 | 3 | 9 | 0 | 10 | 8 | 11.26 | 2.0 | Good | 1360.50 | 27.307152 | No | 0.000000 | 25.016442 | High_spent_Medium_value_payments | 349.124058 | Standard | 210 |
| 20 | Media_Manager | 60759.540 | 5 | 4 | 7 | 4 | 10 | 13 | 7.76 | 6.0 | Standard | 128.17 | 36.606775 | No | 155.525521 | 347.868149 | Low_spent_Large_value_payments | 269.735830 | Good | 287 |
| 36 | Musician | 125155.200 | 1 | 4 | 9 | 3 | 22 | 8 | 10.70 | 2.0 | Good | 50.83 | 42.067105 | No | 169.627228 | 317.097395 | High_spent_Medium_value_payments | 786.435378 | Poor | 315 |
| 29 | Entrepreneur | 106839.090 | 0 | 1 | 5 | 2 | 14 | 8 | 9.96 | 4.0 | Good | 1138.94 | 37.491610 | No | 105.418561 | 219.295023 | High_spent_Large_value_payments | 817.112166 | Good | 370 |
| 24 | Lawyer | 117201.390 | 5 | 1 | 5 | 1 | 16 | 3 | 8.33 | 3.0 | Good | 1453.22 | 29.610760 | NM | 57.736380 | 514.749412 | Low_spent_Medium_value_payments | 678.792458 | Good | 340 |
| 55 | Entrepreneur | 100358.730 | 0 | 4 | 12 | 0 | 9 | 13 | 2.74 | 2.0 | Good | 375.52 | 40.322389 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 533.761901 | Good | 340 |
| 23 | Accountant | 14702.050 | 5 | 4 | 19 | 4 | 29 | 18 | 15.00 | 6.0 | Standard | 844.25 | 36.950966 | NM | 33.885620 | 0.000000 | Low_spent_Medium_value_payments | 270.911014 | Standard | 0 |
| 43 | Media_Manager | 78626.490 | 5 | 4 | 9 | 4 | 14 | 19 | 6.73 | 5.0 | Standard | 550.10 | 24.768013 | No | 140.732220 | 163.998409 | High_spent_Large_value_payments | 603.490122 | Standard | 213 |
| 43 | Writer | 26848.210 | 4 | 7 | 9 | 1 | 17 | 19 | 1.68 | 1.0 | Standard | 1476.59 | 30.137805 | No | 22.082560 | 103.534266 | High_spent_Small_value_payments | 336.618257 | Good | 227 |
| 23 | Engineer | 88905.000 | 6 | 7 | 11 | 2 | 10 | 12 | 0.58 | 3.0 | Standard | 971.83 | 27.822675 | NM | 132.552578 | 287.916650 | Low_spent_Medium_value_payments | 579.505772 | Standard | 377 |
| 50 | Engineer | 43995.950 | 4 | 3 | 11 | 0 | 7 | 0 | 0.83 | 5.0 | Good | 1233.56 | 39.544722 | No | 0.000000 | 77.238729 | High_spent_Medium_value_payments | 515.994188 | Poor | 332 |
| 27 | Engineer | 130210.200 | 7 | 4 | 5 | 1 | 18 | 9 | 18.32 | 4.0 | Standard | 61.98 | 31.238291 | Yes | 68.896136 | 0.000000 | High_spent_Large_value_payments | 1020.610229 | Standard | 272 |
| 19 | Architect | 29175.030 | 0 | 3 | 1 | 0 | 5 | 0 | 11.95 | 2.0 | Good | 1435.39 | 38.734150 | No | 0.000000 | 137.321691 | Low_spent_Medium_value_payments | 357.903559 | Good | 230 |
| 32 | Entrepreneur | 88574.430 | 4 | 5 | 2 | 1 | 9 | 0 | 10.65 | 4.0 | Good | 1451.63 | 33.814371 | No | 40.533093 | 141.028757 | High_spent_Large_value_payments | 800.158400 | Standard | 194 |
| 47 | Journalist | 19277.130 | 0 | 1 | 11 | 1 | 6 | 14 | 4.45 | 5.0 | Good | 935.74 | 39.069639 | No | 8.039939 | 30.547735 | High_spent_Large_value_payments | 390.555076 | Good | 265 |
| 25 | Accountant | 36722.380 | 7 | 6 | 20 | 0 | 10 | 12 | 7.21 | 1.0 | Standard | 366.90 | 27.309752 | Yes | 0.000000 | 104.945806 | High_spent_Small_value_payments | 445.574028 | Standard | 183 |
| 32 | Musician | 26094.080 | 7 | 5 | 11 | 3 | 18 | 9 | 1.65 | 2.0 | Standard | 945.70 | 30.897009 | NM | 51.279561 | 239.465334 | Low_spent_Small_value_payments | 211.305772 | Standard | 224 |
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