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| ID | Описание | Дата |
|---|---|---|
| a416acb1-7447-4668-99a2-ff54d5b2ba19 | monetize magnetic partnerships | 2000-04-18 |
| 469f9ab5-59af-46bb-bf41-73ce1a0e0282 | target back-end functionalities | 2006-07-29 |
| 64ba7c9c-7bad-46fd-81c4-229b38836ee7 | reinvent value-added portals | 2003-02-28 |
| fbbc1e56-928a-4e76-a024-6768ac8781b4 | streamline 24/7 communities | 1988-05-02 |
| 5e14220a-51dd-417c-a65c-abeefd244a94 | engineer extensible platforms | 1994-02-25 |
| 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 | Musician | 63536.980 | 4 | 5 | 12 | 2 | 26 | 16 | 17.78 | 4.0 | Standard | 89.62 | 35.729949 | Yes | 69.100853 | 97.691665 | High_spent_Large_value_payments | 611.482316 | Standard | 371 |
| 44 | Doctor | 36717.630 | 5 | 4 | 19 | 4 | 28 | 13 | 7.05 | 3.0 | Standard | 1456.01 | 33.147972 | Yes | 96.661689 | 119.792519 | Low_spent_Medium_value_payments | 350.826042 | Standard | 378 |
| 51 | Scientist | 80362.350 | 5 | 5 | 16 | 4 | 22 | 13 | 1.16 | 6.0 | Standard | 60.04 | 33.180570 | NM | 166.411782 | 210.499634 | High_spent_Medium_value_payments | 563.974834 | Good | 341 |
| 15 | Lawyer | 30363.730 | 8 | 6 | 19 | 5 | 24 | 0 | 14.84 | 6.0 | Standard | 1394.85 | 39.746334 | Yes | 100.121536 | 58.463268 | High_spent_Small_value_payments | 374.846279 | Standard | 107 |
| 15 | Journalist | 44985.720 | 6 | 4 | 15 | 4 | 27 | 18 | 15.76 | 7.0 | Standard | 378.94 | 40.822810 | Yes | 118.164213 | 96.521722 | High_spent_Large_value_payments | 404.495065 | Standard | 196 |
| 34 | Musician | 32227.120 | 1 | 4 | 1 | 2 | 5 | 11 | 0.00 | 4.0 | Good | 48.95 | 25.520423 | No | 49.168653 | 144.185223 | Low_spent_Large_value_payments | 339.805457 | Good | 208 |
| 39 | Lawyer | 15266.800 | 5 | 6 | 17 | 7 | 29 | 21 | 12.24 | 9.0 | Standard | 877.84 | 24.622175 | Yes | 79.946781 | 83.225028 | Low_spent_Medium_value_payments | 216.851524 | Standard | 197 |
| 51 | Scientist | 69684.860 | 0 | 7 | 12 | 2 | 7 | 7 | 1.46 | 2.0 | Good | 596.10 | 34.413450 | No | 83.137134 | 297.793240 | Low_spent_Small_value_payments | 496.276793 | Standard | 283 |
| 42 | Developer | 11381.825 | 5 | 5 | 15 | 3 | 8 | 20 | 11.06 | 4.0 | Standard | 256.61 | 32.203904 | Yes | 14.887241 | 124.001329 | Low_spent_Small_value_payments | 251.459972 | Standard | 313 |
| 19 | Musician | 116336.320 | 3 | 3 | 11 | 0 | 9 | 7 | 3.00 | 2.0 | Good | 1117.30 | 33.275181 | No | 0.000000 | 124.138321 | High_spent_Large_value_payments | 1071.231012 | Standard | 277 |
| 29 | Musician | 28481.670 | 0 | 3 | 9 | 2 | 9 | 1 | 7.45 | 3.0 | Good | 104.85 | 38.863821 | NM | 46.991550 | 41.062269 | High_spent_Medium_value_payments | 406.093431 | Standard | 0 |
| 29 | Lawyer | 93169.920 | 6 | 7 | 18 | 2 | 6 | 12 | 19.62 | 1.0 | Standard | 1110.09 | 30.258006 | Yes | 112.340298 | 666.715460 | Low_spent_Medium_value_payments | 280.360243 | Standard | 323 |
| 40 | Writer | 21457.185 | 1 | 5 | 9 | 1 | 8 | 0 | 5.74 | 3.0 | Good | 749.41 | 27.866468 | No | 8.970576 | 58.740130 | High_spent_Medium_value_payments | 366.899169 | Poor | 301 |
| 25 | Entrepreneur | 98436.600 | 8 | 6 | 10 | 0 | 33 | 16 | 10.28 | 3.0 | Good | 329.72 | 42.534610 | No | 0.000000 | 247.006560 | High_spent_Medium_value_payments | 810.898440 | Good | 252 |
| 27 | Journalist | 35842.830 | 3 | 4 | 1 | 0 | 13 | 9 | 11.60 | 3.0 | Good | 1132.38 | 28.329040 | NM | 0.000000 | 55.245577 | High_spent_Medium_value_payments | 512.044673 | Standard | 215 |
| 28 | Entrepreneur | 121933.200 | 8 | 5 | 19 | 0 | 7 | 9 | 9.19 | 0.0 | Standard | 586.55 | 35.883711 | Yes | 0.000000 | 176.271870 | High_spent_Medium_value_payments | 1097.538130 | Standard | 258 |
| 49 | Accountant | 88027.620 | 0 | 3 | 3 | 3 | 8 | 3 | 8.94 | 0.0 | Good | 264.38 | 33.938297 | No | 157.273853 | 0.000000 | Low_spent_Large_value_payments | 359.057478 | Good | 0 |
| 35 | Architect | 155148.360 | 5 | 5 | 10 | 2 | 12 | 9 | 15.13 | 2.0 | Good | 1122.62 | 30.425415 | No | 129.959109 | 1178.264409 | Low_spent_Medium_value_payments | 262.679482 | Good | 397 |
| 25 | Media_Manager | 141952.760 | 7 | 4 | 16 | 1 | 29 | 972 | 0.00 | 4.0 | Standard | 1498.17 | 36.459488 | Yes | 109.758903 | 0.000000 | High_spent_Medium_value_payments | 922.038992 | Standard | 0 |
| 39 | Writer | 35317.810 | 4 | 5 | 7 | 4 | 18 | 16 | 2.74 | 1.0 | Good | 1311.73 | 38.221559 | No | 63.218434 | 150.322042 | Low_spent_Medium_value_payments | 354.374608 | Good | 360 |
| 44 | Developer | 65047.530 | 3 | 5 | 15 | 4 | 19 | 16 | 12.09 | 1.0 | Standard | 1254.45 | 33.035932 | Yes | 190.326311 | 333.795100 | Low_spent_Small_value_payments | 320.941339 | Standard | 341 |
| 39 | Scientist | 20886.730 | 5 | 5 | 12 | 4 | 13 | 8 | 4.07 | 0.0 | Good | 769.43 | 32.789952 | No | 39.690116 | 0.000000 | High_spent_Medium_value_payments | 337.489933 | Standard | 392 |
| 34 | Teacher | 34758.200 | 1 | 2 | 6 | 3 | 3 | 4 | 10.81 | 1.0 | Good | 1005.29 | 27.401985 | No | 79.568132 | 274.508309 | Low_spent_Small_value_payments | 233.875226 | Good | 251 |
| 32 | Accountant | 58892.860 | 3 | 4 | 17 | 3 | 19 | 21 | 14.65 | 6.0 | Standard | 666.00 | 31.189948 | Yes | 118.348232 | 162.736079 | High_spent_Medium_value_payments | 479.589523 | Standard | 397 |
| 35 | Mechanic | 35062.630 | 0 | 5 | 7 | 0 | 17 | 5 | 12.43 | 3.0 | Good | 971.25 | 35.606322 | No | 0.000000 | 54.987359 | High_spent_Small_value_payments | 504.601225 | Poor | 206 |
| 36 | Teacher | 84292.180 | 3 | 1 | 8 | 2 | 7 | 7 | 3.50 | 4.0 | Good | 434.36 | 40.485598 | No | 77.707321 | 75.701552 | High_spent_Large_value_payments | 797.425960 | Standard | 399 |
| 32 | Manager | 41998.550 | 5 | 2 | 12 | 3 | 1 | 4 | 11.48 | 0.0 | Good | 67.98 | 40.476053 | No | 60.313384 | 38.899633 | High_spent_Medium_value_payments | 494.374900 | Good | 193 |
| 48 | Writer | 35207.730 | 4 | 7 | 5 | 2 | 9 | 8 | 11.85 | 2.0 | Good | 871.67 | 35.739863 | No | 38.984167 | 224.807047 | Low_spent_Small_value_payments | 334.406536 | Poor | 293 |
| 30 | Lawyer | 40113.080 | 3 | 7 | 1 | 4 | 2 | 0 | 5.88 | 5.0 | Good | 25.78 | 32.164295 | No | 76.335329 | 211.712167 | High_spent_Small_value_payments | 280.628171 | Standard | 249 |
| 33 | Accountant | 55448.740 | 7 | 4 | 12 | 1 | 14 | 16 | 11.42 | 4.0 | Standard | 1450.89 | 40.037076 | No | 30.184092 | 79.776417 | High_spent_Large_value_payments | 603.612324 | Standard | 393 |
| 17 | Accountant | 51312.900 | 10 | 8 | 29 | 4 | 40 | 0 | 17.00 | 8.0 | Bad | 1498.55 | 31.877840 | NM | 146.707645 | 159.316242 | High_spent_Medium_value_payments | 386.483613 | Standard | 106 |
| 18 | Media_Manager | 160016.440 | 2 | 5 | 3 | 1 | 6 | 6 | 0.85 | 1.0 | Good | 1123.32 | 39.148125 | No | 86.881540 | 349.258922 | High_spent_Large_value_payments | 1151.629871 | Good | 270 |
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