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| ID | Описание | Дата |
|---|---|---|
| 28b0378a-ae10-41a7-ab89-85edca6c2c72 | embrace value-added technologies | 1979-11-21 |
| 88e9aa63-3d14-4f0d-af4b-232a4192cfef | extend cross-platform architectures | 1993-11-30 |
| 303a93af-c9bc-4b60-810e-c3af38690620 | harness customized portals | 1987-07-24 |
| 99b68b03-8283-4a70-b2d4-4a3fa1aa8cfe | revolutionize granular infrastructures | 2002-06-30 |
| 47537ed5-0215-44f2-8aea-8e4f84f3039a | seize visionary web services | 2017-11-02 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | Architect | 28572.390 | 6 | 3 | 15 | 3 | 25 | 12 | 4.89 | 2.0 | Standard | 400.07 | 37.504552 | Yes | 69.602920 | 61.628109 | High_spent_Medium_value_payments | 339.772220 | Standard | 367 |
| 29 | Manager | 15762.720 | 3 | 3 | 20 | 4 | 14 | 8 | 10.76 | 4.0 | Standard | 1050.18 | 32.552133 | Yes | 40.982800 | 79.376940 | Low_spent_Medium_value_payments | 318.996260 | Standard | 0 |
| 25 | Accountant | 84880.650 | 5 | 6 | 14 | 0 | 27 | 0 | 2.23 | 9.0 | Standard | 1344.85 | 36.058308 | No | 0.000000 | 115.930423 | High_spent_Large_value_payments | 857.408327 | Standard | 294 |
| 41 | Manager | 14722.080 | 8 | 6 | 17 | 1 | 29 | 20 | 9.85 | 7.0 | Standard | 1307.84 | 34.852551 | Yes | 10.855972 | 0.000000 | Low_spent_Small_value_payments | 324.758706 | Standard | 208 |
| 54 | Engineer | 15173.470 | 4 | 5 | 20 | 3 | 25 | 9 | 9.45 | 4.0 | Standard | 313.08 | 40.677396 | Yes | 30.015558 | 100.269747 | Low_spent_Small_value_payments | 275.260279 | Standard | 373 |
| 45 | Developer | 15635.860 | 3 | 3 | 15 | 2 | 17 | 14 | 6.21 | 1.0 | Standard | 409.70 | 26.151904 | No | 18.134519 | 50.941662 | Low_spent_Medium_value_payments | 345.122651 | Standard | 319 |
| 29 | Accountant | 31316.470 | 0 | 2 | 6 | 2 | 13 | 5 | 5.44 | 1.0 | Good | 800.89 | 38.512796 | No | 30.821980 | 46.658215 | High_spent_Small_value_payments | 433.590389 | Good | 220 |
| 50 | Architect | 31080.360 | 8 | 4 | 6 | 1 | 27 | 13 | 8.92 | 5.0 | Standard | 512.07 | 26.540558 | No | 19.656140 | 105.347098 | Low_spent_Large_value_payments | 384.399762 | Standard | 387 |
| 20 | Media_Manager | 38415.690 | 5 | 2 | 3 | 4 | 6 | 6 | 2.42 | 2.0 | Good | 565.02 | 40.185777 | No | 117.840303 | 166.460734 | High_spent_Small_value_payments | 304.529713 | Good | 312 |
| 38 | Entrepreneur | 14453.630 | 9 | 6 | 23 | 4 | 18 | 20 | 2.67 | 8.0 | Bad | 1298.38 | 37.536585 | NM | 36.855470 | 74.100376 | High_spent_Small_value_payments | 274.091071 | Standard | 0 |
| 54 | Media_Manager | 10967.735 | 5 | 6 | 5 | 0 | 9 | 17 | 18.36 | 0.0 | Standard | 1314.16 | 35.418400 | Yes | 0.000000 | 49.071947 | Low_spent_Small_value_payments | 314.825845 | Standard | 337 |
| 40 | Scientist | 98690.800 | 4 | 6 | 9 | 1 | 6 | 17 | 10.76 | 4.0 | Good | 706.96 | 26.860663 | No | 55.004408 | 913.481319 | Low_spent_Small_value_payments | 147.737607 | Standard | 323 |
| 34 | Journalist | 17773.775 | 3 | 1 | 2 | 2 | 10 | 1 | 4.57 | 3.0 | Good | 730.73 | 32.668768 | No | 28.239753 | 50.782673 | Low_spent_Small_value_payments | 349.792365 | Good | 313 |
| 47 | Teacher | 34343.830 | 3 | 5 | 16 | 0 | 13 | 0 | 13.37 | 1.0 | Standard | 319.99 | 41.397509 | Yes | 0.000000 | 121.030077 | High_spent_Medium_value_payments | 443.468506 | Standard | 0 |
| 36 | Writer | 28455.140 | 6 | 4 | 10 | 4 | 25 | 9 | 11.89 | 0.0 | Standard | 784.87 | 37.668996 | No | 69.284467 | 82.534441 | Low_spent_Medium_value_payments | 380.607259 | Standard | 209 |
| 21 | Mechanic | 22728.900 | 5 | 3 | 16 | 3 | 26 | 9 | 16.27 | 4.0 | Standard | 888.02 | 24.806305 | Yes | 42.191755 | 101.591434 | Low_spent_Large_value_payments | 303.524311 | Standard | 304 |
| 46 | Scientist | 41813.180 | 7 | 3 | 15 | 0 | 10 | 14 | 6.68 | 3.0 | Standard | 1372.83 | 40.277766 | No | 0.000000 | 365.480357 | Low_spent_Small_value_payments | 297.462809 | Standard | 364 |
| 34 | Teacher | 115649.520 | 5 | 5 | 9 | 2 | 8 | 3 | 10.46 | 6.0 | Good | 641.04 | 31.327286 | No | 104.619466 | 577.055104 | Low_spent_Medium_value_payments | 538.371430 | Standard | 247 |
| 47 | Engineer | 161006.320 | 0 | 2 | 7 | 1 | 11 | 0 | 2.60 | 0.0 | Good | 615.14 | 40.706875 | No | 91.880303 | 338.021095 | High_spent_Small_value_payments | 1175.017935 | Good | 222 |
| 45 | Architect | 38436.680 | 2 | 5 | 5 | 1 | 9 | 6 | 9.60 | 2.0 | Good | 22.61 | 34.630188 | No | 28.482551 | 106.196801 | High_spent_Small_value_payments | 421.826315 | Good | 335 |
| 36 | Developer | 35255.260 | 2 | 3 | 3 | 4 | 9 | 0 | 8.24 | 0.0 | Good | 88.52 | 32.441541 | No | 76.879734 | 0.000000 | High_spent_Medium_value_payments | 345.226209 | Good | 360 |
| 24 | Developer | 68281.180 | 4 | 3 | 2 | 2 | 6 | 11 | 9.49 | 5.0 | Good | 476.18 | 30.830680 | No | 103.322807 | 110.154230 | High_spent_Large_value_payments | 618.532797 | Good | 208 |
| 51 | Entrepreneur | 22336.270 | 4 | 4 | 6 | 4 | 10 | 7 | 8.43 | 3.0 | Good | 506.06 | 32.194404 | No | 177.552866 | 63.912179 | Low_spent_Small_value_payments | 333.252315 | Good | 351 |
| 44 | Scientist | 19595.950 | 7 | 8 | 16 | 9 | 44 | 25 | 6.44 | 8.0 | Bad | 1287.97 | 37.737523 | Yes | 127.294796 | 105.072875 | Low_spent_Large_value_payments | 206.331912 | Poor | 149 |
| 18 | Entrepreneur | 82684.620 | 4 | 5 | 6 | 1 | 4 | 6 | 5.80 | 3.0 | Good | 944.15 | 31.704587 | No | 45.949631 | 475.395998 | Low_spent_Large_value_payments | 408.992871 | Standard | 317 |
| 53 | Media_Manager | 21963.845 | 2 | 5 | 12 | 4 | 0 | 1086 | 9.35 | 6.0 | Good | 902.69 | 37.359702 | No | 38.073427 | 153.606876 | Low_spent_Large_value_payments | 244.551739 | Poor | 276 |
| 45 | Developer | 34146.860 | 4 | 7 | 1 | 2 | 13 | 13 | 2.07 | 1.0 | Good | 163.00 | 32.036641 | No | 56.334345 | 39.775314 | High_spent_Large_value_payments | 442.547507 | Good | 349 |
| 44 | Musician | 12287.430 | 4 | 3 | 19 | 2 | 8 | 13 | 12.21 | 7.0 | Standard | 1271.65 | 34.479066 | NM | 14.308028 | 98.988217 | Low_spent_Small_value_payments | 288.699005 | Standard | 78 |
| 44 | Doctor | 62538.300 | 2 | 5 | 8 | 3 | 4 | 6 | 8.80 | 1.0 | Good | 1375.70 | 34.207907 | No | 87.791201 | 384.895661 | Low_spent_Small_value_payments | 354.465639 | Poor | 264 |
| 34 | Writer | 31902.650 | 5 | 6 | 9 | 1 | 30 | 18 | 7.87 | 3.0 | Standard | 413.34 | 37.097860 | NM | 18.288977 | 74.456667 | High_spent_Medium_value_payments | 426.309773 | Good | 270 |
| 43 | Scientist | 130433.680 | 1 | 1 | 10 | 0 | 7 | 10 | 11.35 | 2.0 | Good | 825.55 | 22.355126 | NM | 0.000000 | 1081.875863 | Low_spent_Small_value_payments | 267.871471 | Standard | 323 |
| 22 | Entrepreneur | 60668.720 | 3 | 7 | 2 | 1 | 13 | 9 | 0.60 | 2.0 | Good | 922.32 | 40.803510 | No | 47.496756 | 170.451671 | High_spent_Small_value_payments | 573.124239 | Standard | 351 |
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