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| ID | Описание | Дата |
|---|---|---|
| 9c9c8b6b-7602-4cf5-ae9d-62fa56edc160 | deliver turn-key info-mediaries | 2013-12-06 |
| a59aba36-45c0-46e2-bf13-9dcc8e477982 | facilitate value-added niches | 1975-10-20 |
| b1b3a80d-3666-4e26-b2f7-0ed26d313fa5 | re-contextualize dot-com convergence | 1995-06-06 |
| feba2f53-dba8-497c-ae97-359c46907a34 | orchestrate turn-key infrastructures | 2009-08-06 |
| 6c830f0b-c32b-4b05-862f-a00b6adf9370 | enhance e-business metrics | 1979-10-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | Manager | 33335.24 | 1 | 6 | 8 | 1 | 1 | 7 | 8.07 | 4.0 | Good | 1226.23 | 38.517535 | No | 21.538548 | 59.692129 | High_spent_Large_value_payments | 464.762990 | Standard | 258 |
| 42 | Developer | 32414.26 | 7 | 5 | 20 | 2 | 9 | 19 | 15.28 | 5.0 | Standard | 695.61 | 31.228532 | Yes | 34.318058 | 51.199761 | High_spent_Medium_value_payments | 439.401014 | Poor | 161 |
| 36 | Scientist | 58537.38 | 7 | 5 | 19 | 4 | 19 | 13 | 11.11 | 5.0 | Standard | 259.63 | 28.920065 | No | 105.853306 | 186.888091 | High_spent_Medium_value_payments | 426.070102 | Good | 277 |
| 36 | Engineer | 77470.14 | 1 | 1 | 6 | 2 | 0 | 1 | 5.05 | 3.0 | Good | 262.72 | 36.143329 | No | 65.556838 | 252.396755 | High_spent_Medium_value_payments | 606.530907 | Good | 370 |
| 37 | Developer | 15432.20 | 2 | 6 | 7 | 4 | 12 | 1 | 3.27 | 3.0 | Good | 1478.53 | 28.052344 | No | 30.027125 | 101.583204 | Low_spent_Medium_value_payments | 268.491338 | Good | 189 |
| 49 | Teacher | 160454.04 | 3 | 7 | 2 | 2 | 6 | 0 | 2.63 | 2.0 | Good | 773.94 | 40.697796 | NM | 168.719499 | 321.614205 | High_spent_Medium_value_payments | 1122.383296 | Good | 307 |
| 49 | Doctor | 38217.60 | 6 | 6 | 13 | 2 | 18 | 4022 | 6.29 | 1.0 | Standard | 448.54 | 24.571317 | No | 57.881717 | 174.384551 | Low_spent_Small_value_payments | 378.213732 | Standard | 265 |
| 54 | Scientist | 78401.25 | 3 | 3 | 17 | 3 | 24 | 8 | 10.97 | 0.0 | Standard | 444.02 | 31.477314 | No | 131.993804 | 500.089430 | Low_spent_Medium_value_payments | 295.460516 | Standard | 221 |
| 41 | Entrepreneur | 16626.25 | 0 | 2 | 5 | 0 | 13 | 7 | 6.39 | 0.0 | Good | 1113.26 | 25.306220 | No | 0.000000 | 53.386192 | Low_spent_Small_value_payments | 346.265891 | Good | 274 |
| 22 | Mechanic | 16135.12 | 5 | 4 | 12 | 2 | 23 | 9 | 4.80 | 4.0 | Standard | 1091.33 | 29.084074 | NM | 14.212945 | 211.283482 | Low_spent_Small_value_payments | 226.862907 | Standard | 352 |
| 35 | Developer | 101718.63 | 3 | 3 | 12 | 0 | 14 | 6 | 3.35 | 1.0 | Good | 754.58 | 33.341226 | No | 0.000000 | 821.684178 | Low_spent_Medium_value_payments | 304.071072 | Good | 0 |
| 46 | Lawyer | 36742.54 | 3 | 6 | 9 | 4 | 22 | 14 | 19.73 | 9.0 | Standard | 1149.65 | 35.568532 | Yes | 80.434892 | 233.505186 | Low_spent_Large_value_payments | 245.447755 | Standard | 72 |
| 21 | Manager | 42031.09 | 2 | 1 | 8 | 3 | 0 | 3 | 8.11 | 2.0 | Good | 83.55 | 35.564102 | No | 66.506180 | 138.509467 | Low_spent_Large_value_payments | 441.243437 | Good | 205 |
| 15 | Scientist | 61437.00 | 8 | 9 | 18 | 3 | 19 | 20 | 7.01 | 9.0 | Bad | 1405.26 | 40.109897 | Yes | 126.798433 | 0.000000 | High_spent_Large_value_payments | 589.636412 | Poor | 128 |
| 32 | Mechanic | 43985.80 | 5 | 4 | 5 | 0 | 10 | 0 | 5.56 | 1.0 | Standard | 715.46 | 25.317658 | Yes | 0.000000 | 283.145788 | Low_spent_Medium_value_payments | 386.702546 | Standard | 299 |
| 47 | Musician | 30564.65 | 4 | 4 | 2 | 1 | 15 | 10 | 11.79 | 1.0 | Good | 504.93 | 33.025385 | NM | 16.694081 | 17.932205 | High_spent_Large_value_payments | 460.779131 | Standard | 300 |
| 42 | Architect | 35758.39 | 3 | 3 | 15 | 3 | 26 | 18 | 8.82 | 6.0 | Standard | 785.19 | 35.903400 | Yes | 49.727924 | 131.671599 | High_spent_Medium_value_payments | 389.887061 | Standard | 0 |
| 34 | Architect | 60195.36 | 0 | 5 | 3 | 2 | 9 | 4 | 7.69 | 3.0 | Good | 376.47 | 33.245753 | NM | 52.935456 | 416.696203 | Low_spent_Small_value_payments | 311.596341 | Standard | 360 |
| 22 | Developer | 14274.32 | 4 | 4 | 12 | 3 | 14 | 9 | 8.48 | 4.0 | Standard | 1243.37 | 34.235147 | Yes | 18.189580 | 107.810267 | Low_spent_Small_value_payments | 254.752820 | Good | 142 |
| 37 | Manager | 33701.99 | 2 | 6 | 12 | 0 | 9 | 6 | 3.22 | 1.0 | Good | 333.79 | 32.128692 | No | 0.000000 | 283.234625 | Low_spent_Small_value_payments | 265.215292 | Poor | 241 |
| 48 | Developer | 69563.34 | 1 | 4 | 2 | 3 | 7 | 9 | 5.94 | 2.0 | Good | 164.52 | 33.996058 | No | 137.778067 | 70.312763 | High_spent_Medium_value_payments | 615.803670 | Standard | 226 |
| 28 | Media_Manager | 38269.83 | 3 | 1 | 9 | 1 | 2 | 14 | 7.60 | 3.0 | Good | 1144.21 | 31.299879 | No | 26.532256 | 236.986102 | Low_spent_Small_value_payments | 327.496892 | Good | 242 |
| 36 | Architect | 98198.07 | 1 | 3 | 10 | 3 | 27 | 6 | 2.23 | 2.0 | Good | 433.07 | 28.646922 | NM | 150.143262 | 0.000000 | High_spent_Large_value_payments | 739.839002 | Poor | 363 |
| 33 | Media_Manager | 171399.84 | 4 | 3 | 6 | 1 | 8 | 1 | 8.61 | 3.0 | Good | 1306.63 | 34.688840 | No | 101.867147 | 1199.817585 | Low_spent_Medium_value_payments | 388.147268 | Standard | 188 |
| 24 | Lawyer | 54815.73 | 8 | 8 | 20 | 5 | 45 | 10 | 11.13 | 11.0 | Standard | 1441.79 | 26.834922 | Yes | 117.574256 | 177.533944 | High_spent_Medium_value_payments | 441.589550 | Poor | 176 |
| 34 | Media_Manager | 78156.39 | 5 | 7 | 8 | 4 | 9 | 20 | 6.34 | 4.0 | Good | 884.79 | 30.091374 | No | 154.798138 | 128.329723 | High_spent_Large_value_payments | 609.475389 | Good | 289 |
| 25 | Lawyer | 31174.80 | 6 | 3 | 14 | 1 | 14 | 9 | 10.85 | 8.0 | Standard | 1286.96 | 35.714178 | Yes | 19.651863 | 169.015706 | Low_spent_Small_value_payments | 389.722431 | Standard | 323 |
| 49 | Architect | 39242.10 | 4 | 2 | 4 | 0 | 10 | 3 | 3.01 | 3.0 | Good | 772.08 | 37.799284 | No | 0.000000 | 94.277033 | High_spent_Small_value_payments | 488.640467 | Good | 266 |
| 37 | Teacher | 113040.28 | 1 | 5 | 10 | 1 | 15 | 10 | 8.84 | 2.0 | Good | 10.77 | 39.379827 | No | 70.992017 | 769.770426 | Low_spent_Medium_value_payments | 356.639891 | Standard | 207 |
| 28 | Musician | 28754.13 | 4 | 5 | 11 | 3 | 11 | 19 | 12.84 | 3.0 | Standard | 1175.57 | 36.423985 | Yes | 66.959209 | 283.398075 | Low_spent_Small_value_payments | 187.560466 | Poor | 216 |
| 39 | Writer | 62155.02 | 8 | 4 | 16 | 2 | 8 | 7 | 21.31 | 12.0 | Standard | 1162.48 | 35.336258 | Yes | 72.024286 | 201.839118 | High_spent_Small_value_payments | 482.695096 | Standard | 136 |
| 35 | Mechanic | 96047.22 | 3 | 3 | 1 | 1 | 2 | 4 | 4.75 | 4.0 | Good | 1366.21 | 38.843227 | No | 49.656727 | 120.834751 | High_spent_Medium_value_payments | 857.102022 | Good | 211 |
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