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| ID | Описание | Дата |
|---|---|---|
| 57283ae2-27bf-44c9-9d5f-1fc25893d581 | innovate 24/7 e-commerce | 2023-10-23 |
| 44963b4c-189b-430b-a3d1-5689ccfe0901 | deliver 24/7 synergies | 2000-09-06 |
| b72fd098-7c11-46fb-83e0-a601370c38cb | disintermediate rich supply-chains | 2024-02-06 |
| 73a5ea95-d78a-4b2f-9938-100f13401734 | unleash virtual experiences | 1975-10-01 |
| ce818bfb-a4d1-4411-bd17-5b159cfc2449 | re-intermediate intuitive e-business | 1974-03-25 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42 | Developer | 123732.320 | 4 | 3 | 11 | 0 | 15 | 8 | 11.92 | 3.0 | Good | 1154.46 | 43.368065 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 940.394483 | Good | 327 |
| 33 | Scientist | 74450.880 | 6 | 4 | 19 | 3 | 5 | 18 | 22.85 | 12.0 | Standard | 640.70 | 31.785510 | Yes | 120.846552 | 0.000000 | High_spent_Large_value_payments | 664.151549 | Standard | 240 |
| 39 | Teacher | 106543.350 | 6 | 6 | 19 | 2 | 13 | 0 | 13.92 | 8.0 | Standard | 491.07 | 37.402545 | Yes | 109.974461 | 218.043968 | High_spent_Large_value_payments | 775.542822 | Standard | 164 |
| 24 | Manager | 10062.445 | 7 | 5 | 14 | 1 | 25 | 20 | 6.69 | 2.0 | Standard | 954.97 | 27.606861 | Yes | 7.424568 | 100.718167 | Low_spent_Small_value_payments | 276.010973 | Standard | 349 |
| 37 | Manager | 34739.350 | 8 | 3 | 10 | 3 | 25 | 17 | 16.70 | 8.0 | Standard | 1408.63 | 23.287918 | Yes | 65.139247 | 100.358770 | High_spent_Medium_value_payments | 375.496566 | Good | 0 |
| 39 | Mechanic | 40908.160 | 0 | 7 | 10 | 0 | 12 | 8 | 8.01 | 4.0 | Good | 1210.40 | 37.197815 | NM | 0.000000 | 21.606961 | High_spent_Large_value_payments | 545.694372 | Standard | 203 |
| 49 | Mechanic | 32260.970 | 1 | 4 | 2 | 3 | 14 | 7 | 4.70 | 1.0 | Good | 1016.08 | 31.299505 | No | 190.493699 | 31.869322 | High_spent_Large_value_payments | 373.889010 | Good | 378 |
| 22 | Media_Manager | 108680.190 | 8 | 7 | 5 | 1 | 13 | 7 | 12.26 | 5.0 | Standard | 1439.29 | 38.570864 | Yes | 60.640898 | 564.958438 | Low_spent_Large_value_payments | 572.668914 | Standard | 207 |
| 36 | Architect | 77821.260 | 1 | 1 | 12 | 1 | 12 | 0 | 11.58 | 3.0 | Good | 852.73 | 30.603091 | No | 51.557601 | 43.696384 | High_spent_Large_value_payments | 806.656515 | Standard | 381 |
| 30 | Teacher | 31751.780 | 7 | 3 | 11 | 0 | 28 | 11 | 0.61 | 0.0 | Standard | 581.67 | 26.451950 | No | 0.000000 | 113.516440 | High_spent_Medium_value_payments | 407.781727 | Standard | 300 |
| 33 | Engineer | 164401.800 | 4 | 1 | 10 | 1 | 15 | 10 | 2.44 | 3.0 | Good | 790.78 | 35.326097 | No | 110.257527 | 1203.570981 | Low_spent_Medium_value_payments | 333.586492 | Standard | 301 |
| 46 | Entrepreneur | 68081.280 | 7 | 5 | 10 | 2 | 28 | 9 | 6.72 | 3.0 | Standard | 502.86 | 25.911244 | No | 95.812908 | 375.539431 | Low_spent_Small_value_payments | 369.591660 | Standard | 0 |
| 43 | Journalist | 132986.730 | 4 | 6 | 9 | 0 | 8 | 2 | 3.52 | 0.0 | Good | 309.07 | 33.611537 | No | 0.000000 | 162.404615 | High_spent_Medium_value_payments | 1189.518135 | Standard | 244 |
| 27 | Accountant | 158952.840 | 5 | 5 | 2 | 1 | 3 | 8 | 4.03 | 3.0 | Good | 829.69 | 38.179357 | No | 87.446663 | 661.769620 | Low_spent_Large_value_payments | 826.390717 | Good | 275 |
| 31 | Scientist | 95187.600 | 4 | 7 | 15 | 0 | 5 | 15 | 3.29 | 2.0 | Standard | 1249.88 | 43.661879 | Yes | 0.000000 | 113.940710 | High_spent_Large_value_payments | 917.289290 | Good | 367 |
| 53 | Mechanic | 74366.940 | 0 | 7 | 2 | 3 | 12 | 10 | 9.61 | 3.0 | Good | 265.44 | 39.312827 | No | 126.642235 | 127.369271 | High_spent_Small_value_payments | 644.012994 | Good | 377 |
| 36 | Developer | 116268.160 | 4 | 5 | 9 | 1 | 13 | 10 | 8.48 | 2.0 | Standard | 681.50 | 35.959483 | Yes | 74.632298 | 0.000000 | High_spent_Medium_value_payments | 915.088788 | Standard | 351 |
| 25 | Writer | 47456.320 | 7 | 3 | 10 | 4 | 11 | 20 | 0.17 | 0.0 | Standard | 45.94 | 27.593111 | Yes | 112.733667 | 108.236975 | Low_spent_Large_value_payments | 449.798691 | Standard | 237 |
| 33 | Manager | 51660.420 | 6 | 6 | 10 | 4 | 7 | 17 | 13.45 | 8.0 | Standard | 358.90 | 38.267931 | Yes | 94.536450 | 56.210512 | High_spent_Medium_value_payments | 530.356538 | Standard | 278 |
| 44 | Doctor | 58918.470 | 3 | 3 | 17 | 3 | 27 | 15 | 14.42 | 7.0 | Standard | 473.14 | 25.360300 | Yes | 123.434939 | 523.234002 | Low_spent_Small_value_payments | 164.218309 | Standard | 189 |
| 38 | Lawyer | 73937.400 | 5 | 7 | 8 | 1 | 28 | 15 | 0.69 | 0.0 | Standard | 405.73 | 30.328679 | Yes | 44.479765 | 381.705239 | High_spent_Small_value_payments | 475.359996 | Standard | 382 |
| 31 | Lawyer | 106949.490 | 3 | 5 | 1 | 0 | 22 | 10 | 10.04 | 0.0 | Good | 869.45 | 34.685874 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1043.547530 | Good | 0 |
| 27 | Journalist | 115614.270 | 3 | 4 | 5 | 0 | 13 | 4 | 4.46 | 2.0 | Good | 1426.43 | 34.443672 | No | 0.000000 | 259.823659 | Low_spent_Medium_value_payments | 964.528591 | Standard | 274 |
| 38 | Entrepreneur | 20378.795 | 3 | 5 | 2 | 4 | 2 | 3 | 0.85 | 2.0 | Good | 1438.90 | 32.227408 | No | 50.095855 | 160.313391 | Low_spent_Small_value_payments | 222.414046 | Standard | 188 |
| 40 | Writer | 135478.360 | 4 | 6 | 3 | 1 | 13 | 15 | 3.91 | 3.0 | Standard | 845.47 | 44.811919 | No | 71.201994 | 140.305523 | High_spent_Medium_value_payments | 1176.578816 | Standard | 195 |
| 41 | Engineer | 33828.190 | 3 | 7 | 5 | 0 | 26 | 17 | 0.00 | 3.0 | Standard | 1123.09 | 39.959560 | NM | 0.000000 | 273.816014 | Low_spent_Small_value_payments | 307.885570 | Standard | 309 |
| 36 | Accountant | 65000.730 | 7 | 4 | 18 | 3 | 6 | 12 | 7.08 | 0.0 | Standard | 1346.77 | 29.774840 | Yes | 151.802537 | 0.000000 | High_spent_Small_value_payments | 359.525449 | Standard | 349 |
| 40 | Manager | 166837.640 | 4 | 3 | 8 | 0 | 12 | 0 | 11.61 | 1.0 | Good | 1402.48 | 30.506617 | No | 0.000000 | 1680.057799 | Low_spent_Small_value_payments | 0.000000 | Standard | 186 |
| 47 | Architect | 45013.440 | 3 | 4 | 13 | 0 | 27 | 14 | 7.84 | 2.0 | Standard | 1378.25 | 31.812150 | No | 0.000000 | 145.084663 | High_spent_Medium_value_payments | 493.827337 | Standard | 394 |
| 45 | Teacher | 22308.010 | 5 | 3 | 6 | 3 | 19 | 9 | 13.02 | 0.0 | Standard | 1228.86 | 33.607695 | Yes | 50.810848 | 207.914677 | Low_spent_Small_value_payments | 190.574558 | Standard | 337 |
| 17 | Scientist | 30410.330 | 8 | 3 | 5 | 2 | 33 | 20 | 12.50 | 7.0 | Standard | 808.55 | 30.866697 | Yes | 46.089819 | 70.290057 | High_spent_Medium_value_payments | 388.639541 | Standard | 135 |
| 34 | Engineer | 69932.080 | 5 | 1 | 7 | 0 | 14 | 8 | 9.25 | 0.0 | Good | 109.20 | 26.227263 | No | 0.000000 | 111.776031 | High_spent_Medium_value_payments | 692.891302 | Good | 286 |
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