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| ID | Описание | Дата |
|---|---|---|
| 7701a420-dd94-4a33-97a4-61bf21f9938e | architect distributed schemas | 2016-10-28 |
| d1efe309-4916-4401-83a2-72b0b89342a0 | matrix clicks-and-mortar action-items | 1996-05-30 |
| cf64c4c0-51af-4760-a9ea-ecdef4e95d29 | disintermediate B2C systems | 2006-05-05 |
| 47493a89-8d73-4d5c-b50a-661967f79b78 | matrix front-end e-markets | 2022-07-16 |
| 6d723d45-5930-40dc-a930-632977bdcf2b | transform killer metrics | 1983-11-19 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | Accountant | 31069.320 | 2 | 3 | 12 | 2 | 19 | 0 | 7.78 | 7.0 | Good | 343.60 | 27.618972 | No | 34.168604 | 128.800731 | Low_spent_Large_value_payments | 343.141665 | Good | 234 |
| 48 | Scientist | 31557.730 | 0 | 5 | 6 | 2 | 10 | 10 | 0.55 | 5.0 | Good | 1323.96 | 31.936852 | No | 28.793688 | 246.907019 | Low_spent_Large_value_payments | 282.080376 | Poor | 290 |
| 42 | Lawyer | 107451.030 | 0 | 5 | 11 | 1 | 3 | 8 | 10.34 | 1.0 | Good | 671.46 | 27.935769 | No | 68.486703 | 236.924704 | High_spent_Medium_value_payments | 865.013842 | Good | 319 |
| 18 | Developer | 13754.500 | 4 | 3 | 5 | 6 | 8 | 10 | 16.85 | 8.0 | Standard | 39.59 | 28.150971 | Yes | 61.012322 | 43.616888 | Low_spent_Small_value_payments | 311.491623 | Standard | 79 |
| 26 | Media_Manager | 59458.290 | 8 | 5 | 13 | 1 | 27 | 20 | 6.62 | 1.0 | Standard | 1114.52 | 36.779672 | Yes | 26.333037 | 132.227197 | High_spent_Medium_value_payments | 560.725516 | Standard | 232 |
| 41 | Manager | 22089.680 | 7 | 3 | 6 | 2 | 28 | 15 | 3.95 | 3.0 | Standard | 346.64 | 34.393904 | No | 35.733710 | 45.019558 | High_spent_Medium_value_payments | 345.927399 | Standard | 291 |
| 18 | Engineer | 22324.105 | 1 | 4 | 4 | 3 | 13 | 11 | 3.72 | 1.0 | Good | 874.44 | 24.609902 | No | 45.025751 | 137.390524 | Low_spent_Large_value_payments | 259.917933 | Good | 376 |
| 56 | Media_Manager | 20488.030 | 3 | 2 | 8 | 0 | 15 | 12 | 4.73 | 6.0 | Good | 355.92 | 31.049953 | No | 0.000000 | 78.590983 | High_spent_Small_value_payments | 332.142600 | Standard | 341 |
| 22 | Developer | 78839.480 | 7 | 4 | 6 | 1 | 29 | 19 | 4.21 | 1.0 | Standard | 1041.42 | 37.678522 | Yes | 39.353273 | 105.464110 | High_spent_Medium_value_payments | 741.078284 | Standard | 387 |
| 40 | Musician | 20877.190 | 7 | 6 | 20 | 5 | 20 | 20 | 15.69 | 11.0 | Standard | 1324.10 | 27.236011 | Yes | 58.022065 | 81.237326 | Low_spent_Small_value_payments | 328.717193 | Poor | 190 |
| 34 | Engineer | 74178.040 | 1 | 3 | 10 | 1 | 16 | 8 | 1.40 | 4.0 | Good | 64.38 | 31.194366 | No | 52.807927 | 342.757084 | Low_spent_Small_value_payments | 524.385322 | Standard | 335 |
| 43 | Lawyer | 92200.680 | 2 | 6 | 1 | 1 | 21 | 5 | 4.67 | 3.0 | Good | 936.63 | 36.837375 | No | 52.433667 | 193.661703 | High_spent_Small_value_payments | 754.343630 | Poor | 339 |
| 42 | Media_Manager | 10363.340 | 4 | 4 | 9 | 3 | 25 | 13 | 17.95 | 8.0 | Standard | 64.53 | 28.934802 | Yes | 13.965373 | 37.984244 | Low_spent_Large_value_payments | 302.511549 | Standard | 157 |
| 26 | Teacher | 7598.185 | 5 | 4 | 10 | 3 | 19 | 8 | 15.18 | 8.0 | Standard | 1237.88 | 36.890256 | Yes | 13.905380 | 12.569601 | High_spent_Large_value_payments | 289.443228 | Standard | 218 |
| 49 | Accountant | 89427.120 | 6 | 5 | 9 | 0 | 27 | 17 | 18.15 | 2.0 | Standard | 1286.50 | 33.854059 | Yes | 0.000000 | 108.164221 | High_spent_Large_value_payments | 880.361779 | Standard | 357 |
| 42 | Architect | 77245.470 | 2 | 5 | 18 | 3 | 30 | 18 | 13.53 | 9.0 | Standard | 1251.67 | 28.769762 | Yes | 119.467164 | 89.485763 | High_spent_Large_value_payments | 698.159323 | Standard | 285 |
| 27 | Teacher | 43319.960 | 3 | 7 | 3 | 0 | 12 | 1 | 3.47 | 0.0 | Good | 572.17 | 36.162057 | No | 0.000000 | 318.389493 | Low_spent_Small_value_payments | 349.410174 | Standard | 219 |
| 29 | Accountant | 79556.370 | 8 | 5 | 19 | 0 | 5 | 21 | 9.88 | 7.0 | Standard | 1191.79 | 40.328028 | Yes | 0.000000 | 143.340150 | High_spent_Large_value_payments | 734.529600 | Standard | 362 |
| 48 | Lawyer | 82230.760 | 1 | 3 | 5 | 0 | 1 | 2 | 6.05 | 3.0 | Good | 1260.01 | 31.373949 | No | 0.000000 | 169.027674 | High_spent_Large_value_payments | 756.328659 | Good | 365 |
| 38 | Doctor | 21585.130 | 7 | 4 | 17 | 4 | 25 | 20 | 15.55 | 4.0 | Standard | 83.55 | 37.558564 | Yes | 67.602500 | 18.457293 | High_spent_Medium_value_payments | 316.516290 | Standard | 204 |
| 45 | Writer | 77672.340 | 3 | 1 | 2 | 3 | 10 | 7 | 0.00 | 3.0 | Good | 813.20 | 27.295364 | No | 139.071777 | 245.074295 | High_spent_Small_value_payments | 552.523428 | Standard | 263 |
| 26 | Architect | 141477.560 | 2 | 1 | 3 | 1 | 14 | 8 | 1.39 | 2.0 | Good | 202.48 | 41.109054 | No | 66.259119 | 824.512922 | Low_spent_Medium_value_payments | 590.507625 | Good | 188 |
| 19 | Writer | 19358.370 | 7 | 10 | 15 | 5 | 24 | 22 | 11.41 | 9.0 | Bad | 1486.17 | 28.628857 | Yes | 50.985433 | 107.075342 | Low_spent_Large_value_payments | 277.758975 | Poor | 95 |
| 33 | Architect | 15784.290 | 5 | 5 | 9 | 7 | 7 | 11 | 6.83 | 7.0 | Standard | 485.24 | 30.984929 | Yes | 91.891976 | 83.866063 | Low_spent_Medium_value_payments | 218.977711 | Standard | 212 |
| 40 | Accountant | 14717.280 | 5 | 2 | 11 | 3 | 9 | 6 | 5.89 | 3.0 | Good | 148.52 | 38.404793 | No | 31.083719 | 40.511083 | High_spent_Medium_value_payments | 285.349198 | Standard | 252 |
| 34 | Architect | 60574.480 | 6 | 10 | 24 | 2 | 26 | 15 | 7.41 | 11.0 | Standard | 1304.08 | 39.060321 | Yes | 94.273044 | 61.905366 | High_spent_Medium_value_payments | 627.708923 | Poor | 92 |
| 45 | Engineer | 71554.680 | 3 | 6 | 12 | 2 | 11 | 13 | 16.49 | 1.0 | Standard | 90.14 | 41.412161 | Yes | 103.397674 | 129.666161 | High_spent_Medium_value_payments | 592.825165 | Standard | 372 |
| 23 | Musician | 80511.840 | 4 | 7 | 2 | 0 | 8 | 20 | 11.11 | 5.0 | Good | 1048.69 | 29.223849 | No | 0.000000 | 67.769214 | High_spent_Large_value_payments | 826.462786 | Good | 242 |
| 35 | Manager | 11810.515 | 8 | 4 | 17 | 2 | 25 | 13 | 11.60 | 6.0 | Standard | 619.50 | 31.111951 | Yes | 16.714255 | 18.897575 | High_spent_Medium_value_payments | 315.609128 | Poor | 400 |
| 50 | Teacher | 28497.510 | 4 | 6 | 4 | 1 | 11 | 8 | 3.67 | 0.0 | Good | 288.92 | 26.626050 | No | 21.648625 | 129.109570 | Low_spent_Large_value_payments | 373.521055 | Standard | 243 |
| 33 | Lawyer | 38011.720 | 7 | 6 | 8 | 4 | 27 | 14 | 19.04 | 10.0 | Standard | 1477.54 | 24.106880 | Yes | 95.231285 | 76.507018 | High_spent_Medium_value_payments | 391.026031 | Standard | 0 |
| 53 | Architect | 36817.940 | 5 | 4 | 5 | 3 | 11 | 0 | 3.98 | 2.0 | Good | 1019.46 | 22.773064 | No | 86.809918 | 388.975784 | Low_spent_Small_value_payments | 134.030464 | Good | 202 |
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