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| ID | Описание | Дата |
|---|---|---|
| 4b0ab3ea-de58-45d6-b883-be214ce7b80f | benchmark real-time architectures | 2011-05-14 |
| aef1156a-85f0-45c1-b3d8-d85b0852b1b4 | facilitate dynamic supply-chains | 2024-02-11 |
| a762119d-b59e-49cc-9f67-18913d45ae56 | leverage open-source ROI | 1997-07-15 |
| 89db4b3a-70f8-414e-9fdd-d697c7ab107b | e-enable e-business e-services | 2018-02-10 |
| dbcd0c99-db5d-4794-a96c-eccd9b1718f1 | innovate vertical systems | 1979-05-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38 | Doctor | 95956.500 | 8 | 4 | 11 | 2 | 23 | 10 | 11.94 | 2.0 | Standard | 1079.73 | 28.321914 | NM | 95.521629 | 777.602073 | Low_spent_Medium_value_payments | 234.813798 | Good | 385 |
| 32 | Scientist | 74450.880 | 6 | 4 | 19 | 3 | 5 | 17 | 16.85 | 8.0 | Standard | 640.70 | 27.236371 | Yes | 120.846552 | 154.878206 | High_spent_Medium_value_payments | 588.199242 | Standard | 237 |
| 26 | Teacher | 34668.590 | 6 | 3 | 10 | 3 | 11 | 0 | 8.13 | 7.0 | Standard | 291.46 | 27.209095 | No | 72.266137 | 50.410562 | High_spent_Large_value_payments | 431.628217 | Good | 257 |
| 23 | Manager | 10062.445 | 7 | 5 | 14 | 1 | 21 | 18 | 6.69 | 2.0 | Standard | 954.97 | 30.288954 | Yes | 7.424568 | 113.664716 | Low_spent_Small_value_payments | 263.064425 | Standard | 346 |
| 37 | Manager | 34739.350 | 8 | 3 | 10 | 3 | 26 | 17 | 19.70 | 8.0 | Standard | 1408.63 | 27.929196 | Yes | 65.139247 | 164.661865 | Low_spent_Small_value_payments | 351.193472 | Standard | 262 |
| 33 | Mechanic | 162550.040 | 5 | 5 | 1 | 0 | 8 | 0 | 3.90 | 6.0 | Good | 571.39 | 42.271731 | NM | 0.000000 | 274.133334 | High_spent_Small_value_payments | 1319.050333 | Standard | 347 |
| 18 | Accountant | 53251.360 | 5 | 3 | 20 | 3 | 34 | 11 | 19.82 | 9.0 | Standard | 861.67 | 31.286455 | Yes | 128.209844 | 0.000000 | High_spent_Medium_value_payments | 390.174711 | Good | 327 |
| 22 | Media_Manager | 108680.190 | 8 | 7 | 5 | 1 | 13 | 9 | 12.26 | 5.0 | Standard | 1439.29 | 30.629800 | Yes | 60.640898 | 499.576408 | Low_spent_Medium_value_payments | 648.050944 | Standard | 203 |
| 44 | Architect | 70350.060 | 5 | 3 | 12 | 2 | 24 | 13 | 4.23 | 8.0 | Standard | 148.52 | 26.976947 | Yes | 78.484551 | 99.111749 | High_spent_Large_value_payments | 666.854200 | Standard | 110 |
| 32 | Architect | 105080.760 | 5 | 5 | 7 | 1 | 20 | 8 | 12.62 | 2.0 | Standard | 361.25 | 28.552176 | Yes | 62.082698 | 196.116171 | High_spent_Medium_value_payments | 840.674131 | Standard | 346 |
| 32 | Engineer | 164401.800 | 4 | 1 | 10 | 1 | 15 | 12 | 2.44 | 3.0 | Good | 790.78 | 43.161634 | No | 110.257527 | 115.789556 | High_spent_Large_value_payments | 1381.367917 | Good | 0 |
| 46 | Entrepreneur | 68081.280 | 7 | 5 | 10 | 2 | 28 | 9 | 6.72 | 3.0 | Standard | 502.86 | 34.388564 | NM | 95.812908 | 574.961349 | Low_spent_Small_value_payments | 170.169743 | Standard | 232 |
| 43 | Journalist | 132986.730 | 4 | 6 | 9 | 0 | 8 | 0 | 3.52 | 0.0 | Good | 309.07 | 40.020116 | No | 0.000000 | 439.818474 | High_spent_Medium_value_payments | 912.104276 | Standard | 242 |
| 51 | Doctor | 30924.040 | 4 | 1 | 12 | 2 | 4 | 8 | 6.20 | 3.0 | Good | 1.30 | 27.677569 | NM | 38.001489 | 207.561704 | Low_spent_Small_value_payments | 309.137140 | Standard | 342 |
| 45 | Journalist | 34980.940 | 1 | 5 | 7 | 3 | 6 | 11 | 4.66 | 3.0 | Good | 715.01 | 27.295159 | NM | 52.923807 | 22.297638 | High_spent_Large_value_payments | 430.086388 | Good | 207 |
| 53 | Mechanic | 74366.940 | 0 | 7 | 2 | 3 | 9 | 9 | 9.61 | 3.0 | Good | 265.44 | 35.307169 | No | 126.642235 | 0.000000 | Low_spent_Small_value_payments | 334.671076 | Good | 374 |
| 36 | Developer | 116268.160 | 4 | 5 | 9 | 1 | 18 | 7 | 0.00 | 2.0 | Standard | 681.50 | 43.938281 | Yes | 74.632298 | 106.627353 | High_spent_Large_value_payments | 1026.441682 | Standard | 348 |
| 22 | Engineer | 46841.920 | 3 | 4 | 13 | 4 | 21 | 20 | 18.32 | 5.0 | Standard | 1483.22 | 37.938474 | Yes | 149.390359 | 110.959740 | High_spent_Medium_value_payments | 363.099234 | Standard | 0 |
| 32 | Manager | 51660.420 | 6 | 6 | 10 | 4 | 7 | 20 | 13.45 | 4.0 | Standard | 358.90 | 33.393892 | NM | 94.536450 | 98.976315 | High_spent_Large_value_payments | 477.590736 | Standard | 272 |
| 44 | Doctor | 58918.470 | 3 | 3 | 17 | 3 | 27 | 15 | 14.42 | 7.0 | Standard | 473.14 | 29.198639 | Yes | 123.434939 | 0.000000 | Low_spent_Medium_value_payments | 176.402922 | Standard | 186 |
| 25 | Teacher | 74264.920 | 4 | 4 | 4 | 4 | 3 | 6 | 8.16 | 2.0 | Good | 307.82 | 32.177993 | No | 129.224927 | 254.833822 | High_spent_Medium_value_payments | 479.715584 | Good | 301 |
| 26 | Engineer | 23987.590 | 6 | 5 | 10 | 1 | 29 | 9 | 19.36 | 10.0 | Standard | 1332.44 | 32.044014 | Yes | 19.300701 | 87.590438 | Low_spent_Large_value_payments | 371.905445 | Standard | 0 |
| 30 | Mechanic | 35613.250 | 8 | 5 | 11 | 1 | 18 | 10 | 7.35 | 3.0 | Standard | 1076.77 | 34.525128 | No | 22.056453 | 65.541976 | High_spent_Medium_value_payments | 464.078655 | Standard | 344 |
| 44 | Musician | 44749.970 | 1 | 7 | 1 | 0 | 13 | 6 | 6.72 | 0.0 | Good | 353.85 | 31.570753 | NM | 0.000000 | 47.471638 | High_spent_Medium_value_payments | 547.744779 | Poor | 264 |
| 40 | Writer | 135478.360 | 4 | 6 | 3 | 1 | 13 | 17 | 3.91 | 3.0 | Standard | 845.47 | 38.830910 | No | 71.201994 | 639.292721 | Low_spent_Medium_value_payments | 707.591618 | Standard | 0 |
| 41 | Engineer | 33828.190 | 3 | 7 | 5 | 0 | 30 | 18 | 10.16 | 1.0 | Standard | 1123.09 | 31.139551 | No | 0.000000 | 53.947980 | High_spent_Medium_value_payments | 487.753603 | Standard | 303 |
| 36 | Accountant | 65000.730 | 7 | 4 | 18 | 3 | 6 | 17 | 7.08 | 0.0 | Standard | 1346.77 | 39.225271 | Yes | 151.802537 | 49.874896 | High_spent_Large_value_payments | 597.195317 | Standard | 347 |
| 22 | Media_Manager | 16603.995 | 2 | 3 | 9 | 1 | 5 | 10 | 0.70 | 1.0 | Good | 1447.52 | 38.037672 | No | 11.010734 | 110.287090 | Low_spent_Small_value_payments | 312.568801 | Poor | 199 |
| 47 | Architect | 45013.440 | 3 | 4 | 13 | 0 | 27 | 13 | 7.84 | 1.0 | Standard | 1378.25 | 24.105482 | No | 0.000000 | 156.085736 | High_spent_Small_value_payments | 492.826264 | Standard | 392 |
| 38 | Engineer | 33683.950 | 3 | 5 | 19 | 4 | 17 | 17 | 11.23 | 2.0 | Standard | 1390.77 | 24.186694 | No | 111.910605 | 304.309706 | Low_spent_Small_value_payments | 181.479273 | Standard | 271 |
| 20 | Entrepreneur | 16156.815 | 4 | 6 | 8 | 1 | 29 | 9 | 5.52 | 4.0 | Good | 1008.58 | 27.585491 | No | 11.077602 | 131.329331 | Low_spent_Small_value_payments | 267.533191 | Good | 233 |
| 43 | Media_Manager | 37516.410 | 0 | 3 | 3 | 1 | 18 | 5 | 6.88 | 3.0 | Good | 645.33 | 30.992964 | NM | 18.975575 | 127.535687 | High_spent_Medium_value_payments | 428.725489 | Poor | 384 |
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