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| ID | Описание | Дата |
|---|---|---|
| aae8e800-afbc-415e-9f29-13a56601c6ba | maximize clicks-and-mortar portals | 2003-03-16 |
| 6c47224b-e02e-4370-8d5f-745f6084e593 | facilitate integrated models | 1979-05-11 |
| 741f0299-e114-4e73-858e-f3e3f959bf82 | monetize world-class channels | 2020-10-17 |
| b30651cc-397f-440d-ba0c-f7695b6e57ce | expedite enterprise methodologies | 1998-03-23 |
| f7019ca5-c7dd-47f1-991e-56a9b0fe6896 | facilitate collaborative info-mediaries | 2000-11-15 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | Media_Manager | 12909.895 | 5 | 5 | 13 | 0 | 22 | 14 | 7.58 | 1.0 | Standard | 602.50 | 31.356868 | No | 0.000000 | 20.446681 | Low_spent_Large_value_payments | 334.935778 | Standard | 205 |
| 38 | Doctor | 20193.590 | 3 | 3 | 8 | 5 | 21 | 12 | 11.42 | 6.0 | Standard | 1109.22 | 34.142687 | Yes | 68.090540 | 64.234821 | Low_spent_Small_value_payments | 297.754556 | Standard | 146 |
| 23 | Doctor | 47178.460 | 6 | 5 | 18 | 0 | 27 | 8 | 7.09 | 6.0 | Standard | 112.54 | 40.830227 | No | 0.000000 | 197.240217 | Low_spent_Small_value_payments | 505.413616 | Standard | 357 |
| 50 | Developer | 19199.490 | 3 | 1 | 4 | 2 | 7 | 5 | 4.11 | 3.0 | Good | 399.44 | 35.512450 | No | 31.855220 | 85.491502 | High_spent_Small_value_payments | 307.649028 | Good | 316 |
| 22 | Writer | 12281.035 | 8 | 3 | 15 | 1 | 13 | 18 | 13.41 | 7.0 | Standard | 928.14 | 25.179663 | Yes | 6.824666 | 0.000000 | Low_spent_Small_value_payments | 311.388866 | Standard | 257 |
| 42 | Doctor | 70334.760 | 9 | 9 | 21 | 3 | 55 | 25 | 8.52 | 11.0 | Bad | 1438.69 | 39.399452 | Yes | 91.612636 | 159.808276 | Low_spent_Medium_value_payments | 588.802087 | Poor | 0 |
| 37 | Media_Manager | 31153.480 | 2 | 5 | 9 | 3 | 18 | 12 | 5.96 | 1.0 | Good | 737.93 | 22.955000 | NM | 68.461289 | 0.000000 | High_spent_Small_value_payments | 307.446907 | Standard | 220 |
| 25 | Scientist | 20235.800 | 8 | 7 | 7 | 2 | 20 | 15 | 4.74 | 6.0 | Standard | 856.73 | 36.430163 | No | 28.317033 | 59.834622 | High_spent_Medium_value_payments | 331.780012 | Standard | 225 |
| 39 | Architect | 17090.225 | 5 | 7 | 10 | 1 | 14 | 7 | 0.96 | 8.0 | Good | 797.12 | 26.974362 | No | 9.304234 | 59.899747 | Low_spent_Small_value_payments | 357.914561 | Standard | 0 |
| 56 | Doctor | 12151.750 | 5 | 3 | 10 | 1 | 17 | 15 | 1.79 | 2.0 | Standard | 1011.03 | 37.147449 | No | 7.249926 | 158.049612 | Low_spent_Small_value_payments | 243.465045 | Standard | 277 |
| 35 | Engineer | 101641.140 | 5 | 3 | 13 | 3 | 27 | 16 | 24.97 | 9.0 | Standard | 631.40 | 40.611417 | Yes | 171.938473 | 350.549673 | High_spent_Medium_value_payments | 555.821354 | Standard | 159 |
| 42 | Manager | 19331.530 | 6 | 7 | 27 | 2 | 44 | 16 | 10.47 | 8.0 | Standard | 1268.03 | 22.947135 | Yes | 21.282609 | 78.832950 | Low_spent_Large_value_payments | 311.680524 | Poor | 0 |
| 18 | Teacher | 17774.320 | 0 | 4 | 6 | 3 | 11 | 2 | 1.19 | 1.0 | Good | 1026.70 | 32.273326 | No | 40.296857 | 99.523151 | Low_spent_Medium_value_payments | 260.699325 | Good | 306 |
| 31 | Lawyer | 119113.710 | 4 | 7 | 4 | 2 | 8 | 3 | 5.85 | 0.0 | Good | 645.24 | 42.134636 | NM | 139.799197 | 305.344374 | High_spent_Medium_value_payments | 774.270679 | Good | 0 |
| 32 | Architect | 16276.325 | 5 | 5 | 11 | 1 | 10 | 6 | 4.47 | 4.0 | Good | 711.80 | 37.773753 | No | 12.576185 | 66.320818 | Low_spent_Small_value_payments | 332.139039 | Poor | 391 |
| 53 | Musician | 40428.660 | 3 | 5 | 6 | 0 | 11 | 2149 | 5.66 | 1.0 | Standard | 72.67 | 32.518025 | No | 0.000000 | 57.028315 | High_spent_Medium_value_payments | 548.277185 | Poor | 371 |
| 29 | Doctor | 19823.565 | 1 | 3 | 6 | 3 | 14 | 15 | 1.00 | 4.0 | Good | 1408.66 | 33.592403 | NM | 35.576310 | 196.116377 | Low_spent_Small_value_payments | 236.603689 | Standard | 356 |
| 34 | Lawyer | 80661.320 | 5 | 4 | 30 | 4 | 8 | 16 | 9.58 | 5.0 | Standard | 1482.15 | 31.865579 | NM | 135.562474 | 135.247221 | High_spent_Large_value_payments | 624.367972 | Poor | 88 |
| 20 | Developer | 64341.360 | 2 | 3 | 1 | 0 | 0 | 5 | 8.60 | 5.0 | Good | 642.93 | 27.572207 | No | 0.000000 | 499.416422 | Low_spent_Medium_value_payments | 342.761578 | Standard | 367 |
| 38 | Entrepreneur | 36140.120 | 7 | 4 | 17 | 5 | 26 | 18 | 16.76 | 8.0 | Standard | 1450.70 | 38.326092 | Yes | 113.188414 | 180.851925 | Low_spent_Medium_value_payments | 302.727328 | Standard | 152 |
| 22 | Scientist | 73665.330 | 8 | 4 | 6 | 1 | 18 | 18 | 8.69 | 6.0 | Standard | 794.92 | 30.967083 | No | 41.348641 | 239.250213 | High_spent_Medium_value_payments | 577.478896 | Standard | 228 |
| 25 | Accountant | 33718.860 | 3 | 3 | 3 | 4 | 11 | 7 | 6.01 | 4.0 | Good | 872.26 | 39.120870 | No | 96.944932 | 252.598694 | Low_spent_Small_value_payments | 233.346874 | Good | 335 |
| 37 | Lawyer | 35142.570 | 3 | 7 | 18 | 4 | 10 | 12 | 3.64 | 5.0 | Standard | 951.46 | 36.837248 | Yes | 90.901785 | 393.716213 | Low_spent_Small_value_payments | 112.836753 | Standard | 191 |
| 35 | Entrepreneur | 55563.400 | 9 | 8 | 5 | 0 | 7 | 18 | 0.81 | 0.0 | Good | 1390.92 | 38.019786 | No | 0.000000 | 111.729899 | High_spent_Large_value_payments | 583.298435 | Good | 313 |
| 39 | Media_Manager | 22132820.000 | 5 | 8 | 10 | 1 | 10 | 0 | 10.25 | 2.0 | Good | 66.47 | 38.479717 | No | 70.958055 | 854.973806 | Low_spent_Medium_value_payments | 297.481889 | Good | 277 |
| 53 | Accountant | 24041.970 | 6 | 7 | 17 | 1 | 24 | 18 | 14.03 | 3.0 | Standard | 655.52 | 39.772320 | Yes | 18.437737 | 251.752781 | Low_spent_Small_value_payments | 247.459232 | Standard | 319 |
| 34 | Doctor | 88606.920 | 5 | 5 | 9 | 1 | 13 | 12 | 11.66 | 0.0 | Standard | 518.87 | 28.441810 | No | 61.241075 | 102.539271 | High_spent_Medium_value_payments | 838.010654 | Standard | 328 |
| 41 | Entrepreneur | 29256.860 | 6 | 4 | 9 | 2 | 28 | 17 | 1.93 | 3.0 | Good | 450.74 | 25.087213 | No | 28.403487 | 73.889542 | High_spent_Small_value_payments | 402.314138 | Standard | 383 |
| 20 | Architect | 34977.920 | 6 | 4 | 3 | 4 | 7 | 14 | 4.29 | 4.0 | Good | 992.64 | 32.962167 | No | 95.274601 | 167.914099 | Low_spent_Small_value_payments | 293.893966 | Good | 211 |
| 19 | Scientist | 23107.740 | 4 | 4 | 10 | 1 | 7 | 20 | 12.45 | 7.0 | Standard | 859.23 | 35.294806 | Yes | 17.603560 | 197.124096 | Low_spent_Medium_value_payments | 263.636845 | Standard | 337 |
| 41 | Doctor | 19627.140 | 4 | 7 | 11 | 7 | 19 | 18 | 7.83 | 5.0 | Standard | 402.54 | 28.568959 | Yes | 87.233399 | 200.770837 | Low_spent_Small_value_payments | 189.155264 | Standard | 155 |
| 18 | Scientist | 25122.470 | 4 | 4 | 16 | 4 | 12 | 17 | 19.68 | 7.0 | Standard | 1247.63 | 24.811824 | Yes | 62.484556 | 38.908954 | High_spent_Large_value_payments | 324.660407 | Standard | 348 |
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