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| ID | Описание | Дата |
|---|---|---|
| 18fdf166-1cb2-4102-93f7-ae733dde48eb | transform extensible platforms | 1975-05-16 |
| 6b48c76f-d313-4fe9-925e-c69e5f09cf2c | strategize out-of-the-box functionalities | 2015-04-18 |
| 37fd4e3c-cc37-4fc2-aa10-79cabc73475a | harness B2C users | 1982-11-11 |
| 8b9c7804-bbba-4e0a-9b68-609e13825dc6 | drive cross-media e-tailers | 2011-02-25 |
| 9b87f8f9-9b2e-4fbb-bdd3-f7a135c267d7 | streamline B2C niches | 2007-01-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | Media_Manager | 91690.530 | 2 | 6 | 2 | 2 | 6 | 8 | 4.95 | 4.0 | Good | 1295.18 | 37.694254 | No | 130.850858 | 289.447787 | High_spent_Medium_value_payments | 609.289106 | Standard | 376 |
| 30 | Developer | 27242.800 | 5 | 4 | 15 | 6 | 19 | 20 | 0.00 | 7.0 | Standard | 881.36 | 26.757318 | Yes | 73.815462 | 51.588565 | High_spent_Large_value_payments | 358.019307 | Standard | 207 |
| 19 | Media_Manager | 40327.220 | 5 | 5 | 7 | 0 | 13 | 0 | 7.87 | 4.0 | Good | 1073.76 | 27.760291 | No | 0.000000 | 72.438558 | High_spent_Medium_value_payments | 537.121609 | Standard | 0 |
| 55 | Accountant | 39094.340 | 3 | 5 | 11 | 3 | 4 | 0 | 8.84 | 3.0 | Good | 133.84 | 33.990701 | No | 66.860461 | 77.060261 | High_spent_Large_value_payments | 451.565445 | Standard | 353 |
| 26 | Developer | 56285.440 | 5 | 5 | 12 | 3 | 10 | 4 | 8.25 | 5.0 | Good | 29.18 | 34.573046 | No | 106.764199 | 143.399895 | Low_spent_Medium_value_payments | 528.881240 | Standard | 260 |
| 32 | Writer | 27676.160 | 3 | 7 | 2 | 2 | 29 | 11 | 0.00 | 2.0 | Good | 1216.47 | 30.078907 | NM | 33.101599 | 63.541112 | High_spent_Large_value_payments | 388.291955 | Poor | 329 |
| 36 | Accountant | 43108.400 | 3 | 6 | 8 | 0 | 22 | 15 | 11.49 | 5.0 | Good | 905.03 | 34.044700 | No | 0.000000 | 114.785033 | High_spent_Small_value_payments | 481.451634 | Good | 339 |
| 53 | Teacher | 62347.860 | 8 | 7 | 7 | 0 | 15 | 9 | 6.78 | 0.0 | Standard | 681.95 | 35.372889 | No | 0.000000 | 174.734435 | High_spent_Small_value_payments | 586.931065 | Standard | 281 |
| 19 | Teacher | 16360.215 | 3 | 6 | 18 | 4 | 22 | 9 | 15.52 | 9.0 | Standard | 453.29 | 39.511158 | Yes | 38.796558 | 96.627949 | Low_spent_Medium_value_payments | 285.610618 | Standard | 0 |
| 16 | Entrepreneur | 48356.660 | 3 | 4 | 16 | 2 | 8 | 9 | 17.01 | 8.0 | Standard | 1323.42 | 29.844590 | NM | 45.441543 | 0.000000 | High_spent_Small_value_payments | 517.191539 | Standard | 191 |
| 28 | Architect | 28338.430 | 6 | 3 | 8 | 1 | 13 | 18 | 21.10 | 7.0 | Standard | 135.50 | 26.331491 | Yes | 12.805281 | 232.550009 | Low_spent_Small_value_payments | 261.798293 | Standard | 231 |
| 38 | Doctor | 28279.120 | 4 | 7 | 13 | 0 | 23 | 12 | 16.74 | 5.0 | Standard | 329.28 | 30.100724 | Yes | 0.000000 | 116.383325 | High_spent_Small_value_payments | 373.676008 | Standard | 221 |
| 21 | Scientist | 29212.860 | 5 | 4 | 7 | 1 | 8 | 8 | 11.16 | 4.0 | Good | 37.16 | 26.006845 | No | 19.328972 | 249.903509 | Low_spent_Small_value_payments | 270.208019 | Good | 234 |
| 22 | Entrepreneur | 29727.930 | 6 | 6 | 14 | 1 | 25 | 10 | 16.87 | 8.0 | Standard | 1237.42 | 30.943665 | Yes | 12.908511 | 212.175609 | Low_spent_Large_value_payments | 312.748630 | Standard | 353 |
| 53 | Manager | 85498.650 | 3 | 3 | 14 | 3 | 5 | 17 | 12.38 | 2.0 | Standard | 397.93 | 41.476014 | Yes | 151.795277 | 0.000000 | Low_spent_Small_value_payments | 448.008855 | Standard | 201 |
| 37 | Manager | 10112.045 | 4 | 5 | 6 | 1 | 30 | 8 | 6.74 | 2.0 | Standard | 49.62 | 34.755175 | No | 56.143097 | 58.291350 | Low_spent_Small_value_payments | 281.941947 | Standard | 350 |
| 20 | Writer | 42395.160 | 1 | 5 | 8 | 4 | 2 | 2 | 9.40 | 0.0 | Good | 940.91 | 25.467084 | No | 135.018683 | 47.670649 | High_spent_Large_value_payments | 406.503667 | Good | 189 |
| 24 | Entrepreneur | 170502.520 | 1 | 5 | 9 | 2 | 2 | 4 | 2.84 | 3.0 | Good | 334.62 | 36.700717 | No | 190.481472 | 877.703877 | High_spent_Small_value_payments | 640.768985 | Standard | 296 |
| 40 | Manager | 70277.220 | 3 | 6 | 7 | 3 | 5 | 9 | 4.05 | 7.0 | Good | 762.48 | 36.532938 | No | 149.934106 | 496.791191 | Low_spent_Large_value_payments | 186.618203 | Good | 246 |
| 26 | Manager | 39870.010 | 3 | 3 | 5 | 3 | 1 | 0 | 6.72 | 2.0 | Good | 812.81 | 39.193020 | NM | 61.936180 | 103.084920 | High_spent_Medium_value_payments | 442.828983 | Good | 315 |
| 54 | Writer | 87438.030 | 6 | 3 | 10 | 3 | 9 | 17 | 4.15 | 1.0 | Standard | 78.28 | 28.114073 | Yes | 176.142658 | 464.294384 | Low_spent_Large_value_payments | 365.013209 | Standard | 215 |
| 26 | Mechanic | 179166.480 | 1 | 5 | 5 | 1 | 6 | 1 | 10.75 | 4.0 | Good | 181.42 | 40.331780 | No | 138.801748 | 0.000000 | High_spent_Large_value_payments | 1407.710940 | Standard | 384 |
| 30 | Doctor | 51582.540 | 3 | 6 | 16 | 1 | 22 | 19 | 18.84 | 3.0 | Standard | 1354.35 | 26.765444 | Yes | 35.857520 | 231.740488 | Low_spent_Small_value_payments | 424.056492 | Poor | 302 |
| 20 | Architect | 60829.800 | 4 | 5 | 2 | 3 | 7 | 7 | 0.64 | 2.0 | Good | 445.39 | 35.058817 | No | 106.318502 | 469.009211 | Low_spent_Small_value_payments | 235.387287 | Good | 387 |
| 39 | Accountant | 2597096.000 | 1 | 3 | 1 | 4 | 6 | 10 | 8.54 | 2.0 | Good | 702.89 | 31.579057 | No | 74.253632 | 201.414929 | Low_spent_Medium_value_payments | 271.987772 | Good | 301 |
| 28 | Mechanic | 107633.880 | 7 | 6 | 18 | 1 | 4 | 20 | 0.00 | 0.0 | Standard | 15.58 | 27.509336 | Yes | 46.468568 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 312 |
| 30 | Manager | 21487.835 | 1 | 2 | 6 | 3 | 7 | 14 | 2.93 | 3.0 | Good | 425.90 | 35.994553 | No | 41.006384 | 0.000000 | Low_spent_Medium_value_payments | 249.926566 | Good | 304 |
| 41 | Accountant | 23692.520 | 5 | 3 | 8 | 0 | 28 | 13 | 17.69 | 0.0 | Standard | 915.87 | 40.231123 | Yes | 0.000000 | 44.348696 | High_spent_Small_value_payments | 426.088970 | Standard | 374 |
| 36 | Scientist | 10977.790 | 6 | 3 | 15 | 0 | 8 | 15 | 0.00 | 6.0 | Standard | 1457.57 | 35.256370 | Yes | 0.000000 | 125.463444 | Low_spent_Small_value_payments | 275.618140 | Standard | 287 |
| 22 | Scientist | 89870.980 | 1 | 4 | 3 | 3 | 5 | 8 | 5.08 | 1.0 | Good | 48.11 | 40.120877 | No | 192.145744 | 693.022545 | Low_spent_Medium_value_payments | 129.456545 | Standard | 315 |
| 39 | Manager | 17602.095 | 1 | 3 | 3 | 0 | 10 | 7 | 8.40 | 0.0 | Good | 599.08 | 35.779511 | No | 0.000000 | 69.693632 | Low_spent_Large_value_payments | 345.990493 | Good | 255 |
| 23 | Developer | 35971.490 | 5 | 5 | 18 | 2 | 27 | 11 | 9.78 | 4.0 | Standard | 132.82 | 26.198750 | Yes | 54.481740 | 246.338446 | Low_spent_Large_value_payments | 278.942231 | Standard | 327 |
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