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| ID | Описание | Дата |
|---|---|---|
| f6e9ac3e-e3f2-4281-a76d-1e0b3a225510 | re-contextualize viral e-markets | 2025-05-14 |
| d979b898-09a3-463e-ac47-04412da0e37a | re-contextualize collaborative channels | 1994-01-19 |
| 3f383adc-c3e5-45c8-a672-1f91836e6ef8 | engage ubiquitous e-markets | 2006-11-10 |
| 434f1be0-c291-44b5-bb67-bd4b5b159cdb | morph granular markets | 2004-03-20 |
| 22782624-a219-4a18-9f1c-e3fe2f8eb7c3 | visualize global info-mediaries | 2003-05-12 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30 | Architect | 30390.440 | 5 | 6 | 5 | 4 | 19 | 20 | 8.36 | 4.0 | Standard | 580.31 | 22.960528 | No | 64.848038 | 127.935178 | Low_spent_Small_value_payments | 369.370450 | Standard | 0 |
| 34 | Lawyer | 96826.960 | 8 | 5 | 7 | 0 | 9 | 19 | 6.76 | 5.0 | Standard | 1290.07 | 31.762918 | No | 0.000000 | 619.435939 | Low_spent_Small_value_payments | 463.955394 | Standard | 313 |
| 25 | Scientist | 64493.460 | 6 | 7 | 6 | 2 | 17 | 18 | 14.83 | 1.0 | Standard | 165.76 | 28.139084 | Yes | 63.088712 | 265.222022 | Low_spent_Large_value_payments | 483.034766 | Standard | 306 |
| 33 | Writer | 100716.360 | 8 | 4 | 17 | 0 | 7 | 8 | 9.69 | 6.0 | Standard | 605.24 | 25.511442 | No | 0.000000 | 398.163394 | Low_spent_Medium_value_payments | 723.139606 | Poor | 200 |
| 45 | Doctor | 30587.680 | 6 | 7 | 15 | 6 | 7 | 20 | 13.77 | 4.0 | Standard | 1005.50 | 39.276173 | NM | 108.119164 | 70.798301 | High_spent_Medium_value_payments | 347.079869 | Standard | 0 |
| 38 | Media_Manager | 28949.600 | 3 | 5 | 2 | 3 | 12 | 10 | 1.45 | 9.0 | Good | 405.51 | 31.163390 | NM | 51.267120 | 57.788138 | High_spent_Large_value_payments | 386.391409 | Standard | 353 |
| 43 | Writer | 20498.120 | 7 | 6 | 32 | 2 | 18 | 15 | 10.58 | 11.0 | Standard | 1473.64 | 31.474755 | Yes | 31.917447 | 131.786356 | Low_spent_Small_value_payments | 282.213864 | Standard | 237 |
| 37 | Media_Manager | 67097.280 | 3 | 3 | 11 | 4 | 13 | 15 | 18.16 | 4.0 | Standard | 1138.96 | 31.815661 | Yes | 179.281730 | 70.244238 | High_spent_Large_value_payments | 527.518032 | Good | 273 |
| 27 | Mechanic | 24600.330 | 4 | 4 | 13 | 4 | 13 | 15 | 0.00 | 6.0 | Standard | 1437.79 | 25.929858 | Yes | 45.431673 | 128.432905 | Low_spent_Medium_value_payments | 309.638172 | Standard | 91 |
| 19 | Doctor | 23489.780 | 7 | 5 | 12 | 4 | 16 | 13 | 6.54 | 0.0 | Standard | 530.44 | 37.773740 | NM | 49.048653 | 134.617880 | Low_spent_Small_value_payments | 328.481634 | Good | 304 |
| 39 | Scientist | 36993.940 | 1 | 7 | 9 | 2 | 24 | 3 | 2.91 | 9.0 | Good | 283.01 | 36.253643 | No | 55.701689 | 175.950415 | Low_spent_Medium_value_payments | 385.930729 | Poor | 276 |
| 39 | Journalist | 21139.230 | 5 | 5 | 7 | 4 | 23 | 10 | 2.75 | 4.0 | Standard | 298.50 | 39.988704 | No | 66.902593 | 132.470488 | Low_spent_Large_value_payments | 235.287169 | Standard | 375 |
| 53 | Musician | 41115.080 | 3 | 7 | 12 | 1 | 12 | 16 | 1.92 | 4.0 | Standard | 393.39 | 30.481829 | No | 31.420128 | 125.884195 | High_spent_Medium_value_payments | 430.521344 | Standard | 294 |
| 46 | Entrepreneur | 33647.340 | 8 | 5 | 9 | 4 | 15 | 9 | 14.07 | 4.0 | Standard | 1152.93 | 29.109339 | No | 102.557556 | 366.987038 | Low_spent_Small_value_payments | 100.949906 | Standard | 288 |
| 18 | Engineer | 39503.020 | 3 | 4 | 7 | 4 | 6 | 21 | 9.30 | 4.0 | Standard | 1092.71 | 30.113780 | Yes | 114.271047 | 180.401723 | Low_spent_Small_value_payments | 347.919063 | Standard | 328 |
| 54 | Journalist | 22434.160 | 3 | 3 | 17 | 1 | 6 | 20 | 8.62 | 1.0 | Standard | 13.72 | 28.518635 | Yes | 17.040315 | 43.329593 | High_spent_Large_value_payments | 385.681425 | Standard | 392 |
| 26 | Entrepreneur | 24858.670 | 8 | 6 | 11 | 2 | 26 | 16 | 2.99 | 1.0 | Good | 585.59 | 39.736861 | No | 35.193365 | 79.033810 | High_spent_Medium_value_payments | 333.528409 | Standard | 187 |
| 41 | Manager | 88709.790 | 4 | 5 | 11 | 0 | 15 | 9 | 9.09 | 2.0 | Good | 1452.43 | 31.336944 | No | 0.000000 | 108.090353 | High_spent_Large_value_payments | 895.557897 | Good | 289 |
| 27 | Lawyer | 34797.740 | 6 | 4 | 7 | 3 | 26 | 13 | 5.08 | 3.0 | Standard | 874.86 | 34.828269 | Yes | 56.274078 | 239.086624 | Low_spent_Large_value_payments | 265.820464 | Standard | 379 |
| 18 | Writer | 14439.780 | 5 | 4 | 16 | 3 | 16 | 20 | 11.85 | 5.0 | Standard | 455.46 | 30.289260 | Yes | 20.171702 | 26.065663 | Low_spent_Medium_value_payments | 329.694135 | Standard | 234 |
| 43 | Entrepreneur | 36229.540 | 2 | 6 | 11 | 1 | 7 | 5 | 1.10 | 3.0 | Good | 1274.92 | 40.247497 | No | 19.999566 | 134.985613 | High_spent_Small_value_payments | 406.227653 | Poor | 193 |
| 31 | Manager | 11032.075 | 8 | 3 | 13 | 2 | 5 | 10 | 0.00 | 2.0 | Standard | 1043.81 | 40.372063 | Yes | 9.308120 | 54.089713 | Low_spent_Small_value_payments | 305.636126 | Standard | 299 |
| 28 | Lawyer | 28901.070 | 4 | 2 | 9 | 0 | 10 | 0 | 10.06 | 2.0 | Good | 996.22 | 30.150100 | No | 0.000000 | 53.345698 | High_spent_Large_value_payments | 401.196552 | Good | 257 |
| 25 | Musician | 142106.960 | 6 | 3 | 19 | 0 | 22 | 17 | 2.46 | 2.0 | Standard | 551.73 | 28.433115 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 576.844329 | Standard | 270 |
| 25 | Mechanic | 14117.270 | 5 | 7 | 5 | 3 | 14 | 14 | 18.08 | 10.0 | Standard | 672.27 | 38.740216 | Yes | 32.494603 | 131.741445 | Low_spent_Small_value_payments | 265.807869 | Standard | 158 |
| 26 | Manager | 121755.920 | 0 | 6 | 5 | 1 | 8 | 11 | 1.87 | 4.0 | Good | 41.35 | 39.843335 | No | 66.619336 | 138.348740 | High_spent_Large_value_payments | 1050.764590 | Poor | 336 |
| 24 | Manager | 44438.410 | 3 | 2 | 10 | 1 | 10 | 2 | 2.37 | 9.0 | Good | 835.14 | 28.332676 | No | 32.458984 | 143.495502 | High_spent_Medium_value_payments | 471.465597 | Good | 369 |
| 18 | Engineer | 15586.650 | 4 | 7 | 9 | 3 | 15 | 6 | 10.53 | 4.0 | Good | 207.81 | 29.723667 | NM | 27.693314 | 146.886561 | Low_spent_Small_value_payments | 228.108875 | Standard | 197 |
| 43 | Manager | 20202.220 | 7 | 6 | 18 | 3 | 12 | 13 | 10.74 | 2.0 | Standard | 197.54 | 27.409224 | Yes | 43.326690 | 67.440190 | Low_spent_Medium_value_payments | 317.284952 | Standard | 215 |
| 43 | Musician | 108312.640 | 4 | 3 | 7 | 2 | 5 | 21 | 4.80 | 0.0 | Good | 787.15 | 29.550070 | No | 169.599198 | 0.000000 | Low_spent_Medium_value_payments | 562.617878 | Standard | 379 |
| 28 | Developer | 25780.780 | 7 | 6 | 5 | 2 | 19 | 6 | 6.32 | 1.0 | Standard | 97.33 | 38.984115 | No | 40.824597 | 27.498034 | High_spent_Large_value_payments | 390.517202 | Standard | 216 |
| 29 | Lawyer | 17024.050 | 3 | 4 | 12 | 6 | 16 | 1480 | 9.42 | 12.0 | Standard | 1473.40 | 32.803936 | Yes | 74.014779 | 0.000000 | Low_spent_Small_value_payments | 285.206039 | Standard | 95 |
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