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| ID | Описание | Дата |
|---|---|---|
| 7f5a3598-ce41-4a2b-8fa7-64b0332ed977 | orchestrate sticky portals | 1976-04-09 |
| 534214a5-d047-487b-b755-33c6b1855b70 | synergize scalable technologies | 2025-03-11 |
| 49222374-b541-4560-b78b-342a7bb4e079 | drive end-to-end architectures | 1992-06-24 |
| 753edd33-e2cf-4aee-b589-9d0a02f25dcf | matrix wireless ROI | 1974-03-18 |
| 04e2ab55-28e0-4b39-aae3-004908c1ff14 | architect integrated schemas | 2014-02-10 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15 | Architect | 67614.240 | 7 | 10 | 17 | 2 | 40 | 22 | 14.66 | 12.0 | Bad | 1330.80 | 33.470777 | Yes | 95.032867 | 191.545295 | Low_spent_Small_value_payments | 559.273838 | Poor | 200 |
| 47 | Scientist | 86189.580 | 5 | 3 | 12 | 4 | 28 | 7 | 8.15 | 8.0 | Good | 1425.02 | 39.964367 | No | 154.973533 | 390.058877 | Low_spent_Small_value_payments | 457.714090 | Standard | 219 |
| 30 | Manager | 78290.360 | 6 | 3 | 13 | 0 | 30 | 18 | 9.59 | 3.0 | Standard | 952.61 | 37.347063 | No | 0.000000 | 169.927472 | High_spent_Large_value_payments | 734.892195 | Standard | 280 |
| 20 | Engineer | 14455.150 | 6 | 5 | 19 | 0 | 10 | 16 | 10.56 | 7.0 | Standard | 1028.50 | 36.085793 | Yes | 0.000000 | 23.056052 | High_spent_Large_value_payments | 308.203532 | Good | 159 |
| 31 | Accountant | 38103.740 | 8 | 7 | 16 | 0 | 8 | 9 | 4.74 | 5.0 | Standard | 129.64 | 35.872790 | No | 0.000000 | 64.496386 | High_spent_Large_value_payments | 493.034780 | Poor | 389 |
| 41 | Media_Manager | 12705.770 | 6 | 6 | 17 | 2 | 27 | 10 | 6.89 | 0.0 | Standard | 314.58 | 26.722723 | Yes | 14.587717 | 145.283677 | Low_spent_Small_value_payments | 246.110023 | Standard | 0 |
| 29 | Engineer | 101586.120 | 8 | 7 | 9 | 0 | 13 | 8 | 2.28 | 7.0 | Good | 597.31 | 40.056827 | No | 0.000000 | 726.500315 | Low_spent_Large_value_payments | 371.350685 | Good | 344 |
| 37 | Accountant | 25899.180 | 8 | 4 | 9 | 3 | 12 | 9 | 9.05 | 6.0 | Standard | 69.74 | 32.851655 | Yes | 64.202459 | 45.578732 | High_spent_Large_value_payments | 340.245309 | Standard | 397 |
| 28 | Lawyer | 31429.850 | 6 | 5 | 5 | 2 | 20 | 20 | 4.03 | 2.0 | Standard | 884.18 | 31.814976 | Yes | 48.437968 | 0.000000 | High_spent_Small_value_payments | 409.046878 | Standard | 199 |
| 45 | Teacher | 54876.200 | 3 | 4 | 8 | 5 | 19 | 14 | 18.01 | 7.0 | Standard | 310.47 | 38.222069 | Yes | 145.624243 | 468.895271 | Low_spent_Small_value_payments | 151.482152 | Standard | 177 |
| 32 | Developer | 67223.070 | 3 | 3 | 10 | 2 | 19 | 22 | 10.43 | 3.0 | Standard | 312.59 | 30.082684 | NM | 69.298731 | 0.000000 | High_spent_Small_value_payments | 542.703336 | Standard | 311 |
| 23 | Entrepreneur | 80411.040 | 8 | 4 | 11 | 1 | 10 | 10 | 5.71 | 2.0 | Good | 1413.55 | 31.061176 | No | 65.739050 | 57.040569 | High_spent_Large_value_payments | 786.712381 | Standard | 184 |
| 42 | Lawyer | 12931.560 | 4 | 4 | 9 | 3 | 19 | 19 | 18.51 | 3.0 | Standard | 752.86 | 25.660785 | Yes | 20.579155 | 63.667801 | Low_spent_Small_value_payments | 340.616044 | Standard | 251 |
| 34 | Writer | 40032.160 | 5 | 5 | 3 | 2 | 18 | 0 | 5.08 | 4.0 | Good | 1058.13 | 39.422751 | No | 64.387219 | 322.010673 | Low_spent_Small_value_payments | 250.103441 | Good | 257 |
| 20 | Mechanic | 39052.470 | 5 | 4 | 9 | 2 | 8 | 12 | 2.65 | 1.0 | Good | 1284.22 | 35.171845 | No | 62.824217 | 170.144188 | Low_spent_Small_value_payments | 398.668845 | Good | 395 |
| 35 | Musician | 14390.160 | 9 | 10 | 26 | 2 | 33 | 19 | 0.51 | 12.0 | Bad | 1327.91 | 26.995710 | Yes | 18.294212 | 48.622721 | Low_spent_Medium_value_payments | 313.101067 | Poor | 0 |
| 45 | Teacher | 106444.680 | 8 | 4 | 10 | 0 | 8 | 10 | 17.96 | 4.0 | Standard | 959.18 | 28.999223 | Yes | 0.000000 | 865.159250 | Low_spent_Medium_value_payments | 316.379750 | Standard | 371 |
| 45 | Developer | 105675.600 | 7 | 5 | 18 | 0 | 15 | 0 | 8.45 | 1.0 | Standard | 941.61 | 39.282065 | No | 0.000000 | 141.021000 | High_spent_Large_value_payments | 988.409000 | Standard | 378 |
| 44 | Engineer | 15835.495 | 4 | 4 | 5 | 3 | 20 | 20 | 5.92 | 0.0 | Good | 16.42 | 37.494731 | No | 30.707565 | 20.472343 | High_spent_Medium_value_payments | 309.582550 | Good | 333 |
| 23 | Teacher | 136726.680 | 0 | 7 | 2 | 2 | 11 | 12 | 2.35 | 4.0 | Good | 1299.02 | 34.046966 | No | 174.292375 | 509.160788 | Low_spent_Medium_value_payments | 726.535837 | Standard | 342 |
| 23 | Accountant | 36243.050 | 4 | 5 | 14 | 3 | 20 | 14 | 8.20 | 5.0 | Standard | 1009.33 | 36.413522 | Yes | 73.891109 | 0.000000 | Low_spent_Large_value_payments | 276.919334 | Standard | 224 |
| 52 | Lawyer | 54426.180 | 4 | 6 | 12 | 4 | 11 | 13 | 2.74 | 6.0 | Standard | 865.04 | 37.966211 | NM | 137.767461 | 177.611507 | Low_spent_Large_value_payments | 409.272532 | Standard | 0 |
| 34 | Architect | 17785.930 | 3 | 7 | 1 | 2 | 8 | 10 | 0.00 | 6.0 | Good | 849.81 | 34.321373 | No | 14.921847 | 149.669057 | Low_spent_Medium_value_payments | 283.825180 | Poor | 312 |
| 49 | Entrepreneur | 16204.640 | 4 | 5 | 7 | 1 | 14 | 17 | 8.97 | 3.0 | Good | 83.90 | 30.062482 | No | 8.897017 | 134.920114 | Low_spent_Small_value_payments | 305.821536 | Poor | 256 |
| 21 | Writer | 63861.360 | 4 | 6 | 12 | 4 | 13 | 2 | 3.91 | 1.0 | Good | 1071.97 | 37.689754 | No | 150.259105 | 102.822409 | High_spent_Large_value_payments | 535.696486 | Standard | 275 |
| 43 | Musician | 40517.810 | 1 | 2 | 2 | 1 | 4 | 10 | 5.47 | 0.0 | Good | 1491.23 | 38.360305 | No | 25.059562 | 174.984867 | High_spent_Small_value_payments | 381.503988 | Good | 371 |
| 20 | Musician | 109547.100 | 6 | 4 | 11 | 0 | 20 | 9 | 9.92 | 1.0 | Standard | 171.64 | 25.131893 | Yes | 0.000000 | 1143.779038 | Low_spent_Small_value_payments | 54.913462 | Standard | 251 |
| 27 | Accountant | 11465.920 | 7 | 5 | 11 | 0 | 24 | 6 | 7.35 | 7.0 | Standard | 1422.93 | 37.029095 | Yes | 0.000000 | 47.228585 | Low_spent_Medium_value_payments | 307.220748 | Poor | 180 |
| 46 | Entrepreneur | 31104.320 | 6 | 5 | 12 | 1 | 13 | 14 | 6.80 | 6.0 | Standard | 1354.00 | 35.644525 | No | 22.687152 | 40.826434 | High_spent_Large_value_payments | 463.589081 | Standard | 371 |
| 31 | Journalist | 44729.800 | 5 | 4 | 6 | 0 | 5 | 8 | 2.82 | 3.0 | Good | 512.83 | 40.366194 | No | 0.000000 | 171.793778 | Low_spent_Small_value_payments | 491.054555 | Standard | 311 |
| 31 | Architect | 36698.530 | 5 | 1 | 8 | 0 | 5 | 0 | 8.45 | 2.0 | Good | 1121.74 | 31.415443 | No | 0.000000 | 118.577397 | High_spent_Medium_value_payments | 434.243686 | Good | 253 |
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