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| ID | Описание | Дата |
|---|---|---|
| 78b274de-fe71-4816-9ef8-d86e066f2554 | empower customized deliverables | 1993-12-08 |
| 07f63adc-a00b-4da3-9608-e44c5bb038c8 | expedite sticky info-mediaries | 1972-10-02 |
| b6b90665-d0cc-401e-9c96-31ddc04d1458 | drive robust e-services | 2002-07-16 |
| 8aee38ac-18e8-4ec5-bb71-aa4c62dc7394 | engage customized schemas | 1972-06-26 |
| 62f5b93c-8b6e-441b-bbd3-1bd435d361ac | architect clicks-and-mortar schemas | 2019-10-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55 | Scientist | 20186.020 | 1 | 5 | 1 | 2 | 4 | 3 | 6.83 | 4.0 | Good | 413.32 | 31.861736 | No | 29.534584 | 26.290477 | High_spent_Medium_value_payments | 362.591773 | Good | 221 |
| 29 | Manager | 15762.720 | 3 | 3 | 20 | 4 | 14 | 7 | 10.76 | 4.0 | Standard | 1050.18 | 26.230405 | Yes | 40.982800 | 116.654857 | Low_spent_Small_value_payments | 291.718343 | Standard | 255 |
| 25 | Accountant | 84880.650 | 5 | 6 | 14 | 0 | 33 | 11 | 2.23 | 9.0 | Standard | 1344.85 | 29.323621 | No | 0.000000 | 199.530097 | Low_spent_Medium_value_payments | 813.808653 | Standard | 0 |
| 42 | Manager | 14722.080 | 8 | 6 | 17 | 1 | 29 | 23 | 9.85 | 7.0 | Standard | 1307.84 | 28.920643 | Yes | 10.855972 | 51.213990 | Low_spent_Small_value_payments | 352.814038 | Standard | 0 |
| 55 | Engineer | 15173.470 | 4 | 5 | 20 | 3 | 24 | 12 | 9.45 | 7.0 | Standard | 313.08 | 29.394626 | Yes | 30.015558 | 151.970398 | Low_spent_Small_value_payments | 223.559628 | Standard | 378 |
| 45 | Developer | 15635.860 | 3 | 3 | 15 | 2 | 17 | 16 | 6.21 | 1.0 | Standard | 409.70 | 28.283624 | No | 18.134519 | 140.992052 | Low_spent_Small_value_payments | 265.072262 | Standard | 0 |
| 24 | Scientist | 9988.760 | 4 | 7 | 5 | 1 | 18 | 11 | 19.19 | 6.0 | Standard | 71.42 | 27.044233 | Yes | 4.865690 | 129.902340 | Low_spent_Small_value_payments | 255.171637 | Standard | 299 |
| 50 | Architect | 31080.360 | 8 | 4 | 6 | 1 | 27 | 13 | 8.92 | 5.0 | Standard | 512.07 | 33.255061 | No | 19.656140 | 163.692113 | High_spent_Small_value_payments | 316.054747 | Standard | 390 |
| 20 | Media_Manager | 22558.950 | 4 | 5 | 11 | 4 | 6 | 14 | 17.74 | 2.0 | Standard | 141.14 | 36.127574 | Yes | 64.301190 | 226.754572 | Low_spent_Small_value_payments | 198.135488 | Standard | 374 |
| 52 | Manager | 17357.205 | 1 | 4 | 1 | 4 | 0 | 9 | 2.07 | 2.0 | Good | 1076.46 | 30.954731 | No | 40.979493 | 117.691715 | Low_spent_Small_value_payments | 290.172167 | Standard | 356 |
| 38 | Mechanic | 36821.000 | 3 | 6 | 7 | 0 | 6 | 0 | 1.04 | 4.0 | Standard | 551.85 | 34.726102 | No | 0.000000 | 145.435554 | High_spent_Small_value_payments | 449.006113 | Standard | 317 |
| 53 | Manager | 114389.240 | 4 | 3 | 19 | 0 | 12 | 12 | 3.06 | 1.0 | Standard | 8.11 | 25.573325 | No | 0.000000 | 705.494403 | Low_spent_Medium_value_payments | 538.249264 | Standard | 324 |
| 42 | Musician | 18942.005 | 1 | 3 | 10 | 1 | 10 | 15 | 5.88 | 2.0 | Good | 156.54 | 37.000912 | No | 14.040810 | 16.069107 | High_spent_Medium_value_payments | 354.840124 | Poor | 207 |
| 33 | Engineer | 14093.080 | 4 | 3 | 22 | 4 | 25 | 17 | 8.30 | 9.0 | Standard | 1321.92 | 34.649158 | Yes | 42.110983 | 114.719451 | Low_spent_Small_value_payments | 257.811899 | Poor | 174 |
| 35 | Entrepreneur | 29327.100 | 6 | 6 | 18 | 5 | 11 | 20 | 11.18 | 9.0 | Standard | 1448.17 | 30.333046 | Yes | 74.115120 | 134.074223 | Low_spent_Large_value_payments | 307.603157 | Poor | 221 |
| 51 | Manager | 24749.200 | 4 | 4 | 19 | 1 | 33 | 7 | 4.41 | 4.0 | Standard | 1188.44 | 38.947884 | No | 12.428472 | 80.750313 | Low_spent_Large_value_payments | 391.064548 | Standard | 396 |
| 47 | Scientist | 41813.180 | 7 | 3 | 15 | 0 | 10 | 16 | 9.68 | 6.0 | Standard | 1372.83 | 40.250995 | No | 0.000000 | 81.578290 | High_spent_Large_value_payments | 531.364877 | Standard | 369 |
| 26 | Journalist | 31263.700 | 4 | 6 | 1 | 0 | 5 | 0 | 4.13 | 1.0 | Good | 1086.65 | 31.986812 | No | 0.000000 | 224.513739 | Low_spent_Small_value_payments | 346.717094 | Standard | 375 |
| 47 | Engineer | 161006.320 | 0 | 2 | 7 | 1 | 11 | 0 | 2.60 | 0.0 | Good | 615.14 | 39.206302 | No | 91.880303 | 580.249764 | High_spent_Small_value_payments | 932.789267 | Good | 225 |
| 46 | Architect | 38436.680 | 2 | 5 | 5 | 1 | 9 | 4 | 6.60 | 2.0 | Good | 22.61 | 35.320690 | No | 28.482551 | 36.527961 | High_spent_Large_value_payments | 471.495155 | Good | 338 |
| 43 | Manager | 118717.640 | 3 | 5 | 10 | 2 | 30 | 0 | 7.22 | 8.0 | Standard | 718.00 | 31.485805 | Yes | 141.090800 | 321.605999 | High_spent_Small_value_payments | 785.816867 | Standard | 0 |
| 36 | Musician | 12761.210 | 5 | 4 | 13 | 4 | 20 | 10 | 10.00 | 4.0 | Standard | 662.86 | 23.358826 | No | 33.819556 | 73.444600 | Low_spent_Medium_value_payments | 275.379261 | Standard | 185 |
| 20 | Engineer | 132273.750 | 5 | 4 | 4 | 2 | 1 | 5 | 1.46 | 3.0 | Good | 827.64 | 34.396361 | No | 144.701312 | 0.000000 | Low_spent_Small_value_payments | 231.563636 | Standard | 304 |
| 49 | Scientist | 63362.600 | 4 | 6 | 15 | 1 | 18 | 16 | 16.57 | 2.0 | Standard | 302.87 | 35.158282 | Yes | 30.173835 | 352.125620 | Low_spent_Large_value_payments | 391.322212 | Standard | 0 |
| 50 | Teacher | 35774.380 | 1 | 6 | 10 | 3 | 2 | 3 | 9.53 | 0.0 | Good | 489.73 | 26.147107 | No | 52.331459 | 0.000000 | High_spent_Medium_value_payments | 389.950336 | Standard | 318 |
| 40 | Accountant | 33856.860 | 1 | 6 | 2 | 0 | 15 | 7 | 2.62 | 0.0 | Good | 418.89 | 33.845511 | No | 0.000000 | 37.523276 | High_spent_Medium_value_payments | 486.917224 | Good | 210 |
| 24 | Journalist | 94498.950 | 8 | 6 | 15 | 0 | 29 | 19 | 5.09 | 3.0 | Standard | 1432.94 | 31.914311 | NM | 0.000000 | 511.547342 | High_spent_Small_value_payments | 543.543908 | Standard | 186 |
| 23 | Scientist | 33624.400 | 4 | 5 | 20 | 4 | 26 | 6 | 1.80 | 7.0 | Standard | 987.27 | 25.681521 | Yes | 72.257138 | 126.747339 | Low_spent_Large_value_payments | 357.898856 | Standard | 351 |
| 45 | Doctor | 62538.300 | 2 | 5 | 8 | 3 | 5 | 6 | 8.80 | 5.0 | Good | 1375.70 | 43.026217 | No | 87.791201 | 39.453068 | High_spent_Large_value_payments | 649.908232 | Poor | 268 |
| 46 | Mechanic | 15341.895 | 6 | 7 | 3 | 1 | 20 | 10 | 7.71 | 2.0 | Standard | 1152.71 | 27.737331 | NM | 6.981993 | 66.373949 | Low_spent_Small_value_payments | 320.193183 | Standard | 252 |
| 28 | Media_Manager | 20340.290 | 5 | 7 | 33 | 3 | 27 | 14 | 14.83 | 11.0 | Standard | 1325.41 | 37.135052 | Yes | 45.260756 | 68.885807 | Low_spent_Small_value_payments | 352.955854 | Poor | 233 |
| 23 | Entrepreneur | 60668.720 | 3 | 7 | 2 | 1 | 16 | 5 | 0.60 | 6.0 | Good | 922.32 | 30.223867 | No | 47.496756 | 168.696020 | Low_spent_Medium_value_payments | 594.879890 | Poor | 356 |
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