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| ID | Описание | Дата |
|---|---|---|
| f6e875fc-9946-4f63-9eeb-4d1482868659 | transform distributed users | 1974-02-18 |
| f7718adb-9411-4cde-b717-3fad957f0a73 | exploit magnetic supply-chains | 1972-02-16 |
| 334108e7-7f2e-4ae5-9095-98f2e7f84668 | disintermediate front-end relationships | 2021-05-24 |
| 4849a66d-46a8-4400-a579-f2521a596f7d | syndicate revolutionary e-business | 2002-12-21 |
| a3e9e1bf-fcd7-4fd5-aab9-370acec9348a | transition next-generation initiatives | 1993-06-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47 | Architect | 31895.070 | 3 | 6 | 2 | 4 | 12 | 10 | 3.06 | 2.0 | Good | 220.33 | 31.023495 | NM | 60.322845 | 29.857576 | High_spent_Medium_value_payments | 408.711828 | Poor | 0 |
| 38 | Lawyer | 20949.580 | 4 | 5 | 8 | 1 | 25 | 16 | 13.25 | 3.0 | Standard | 486.48 | 30.306719 | Yes | 11.749752 | 65.801887 | High_spent_Small_value_payments | 378.828195 | Standard | 227 |
| 33 | Scientist | 12025.840 | 7 | 5 | 17 | 2 | 11 | 9 | 11.72 | 6.0 | Standard | 1188.36 | 36.627757 | Yes | 18.247161 | 18.588150 | High_spent_Large_value_payments | 299.280022 | Standard | 331 |
| 44 | Accountant | 14161.865 | 5 | 7 | 14 | 0 | 5 | 0 | 10.58 | 2.0 | Standard | 1331.37 | 28.696986 | No | 0.000000 | 67.597925 | Low_spent_Small_value_payments | 358.517616 | Standard | 252 |
| 39 | Engineer | 84355.980 | 4 | 4 | 9 | 1 | 3 | 0 | 2.07 | 8.0 | Good | 641.33 | 27.264869 | No | 46.350269 | 101.703623 | High_spent_Large_value_payments | 822.412608 | Good | 232 |
| 40 | Accountant | 19660.580 | 3 | 2 | 12 | 0 | 10 | 11 | 4.32 | 3.0 | Good | 941.63 | 27.388270 | No | 0.000000 | 54.385953 | Low_spent_Small_value_payments | 377.552213 | Good | 336 |
| 39 | Developer | 23200.820 | 3 | 7 | 5 | 0 | 29 | 18 | 19.73 | 2.0 | Standard | 987.07 | 34.516892 | Yes | 0.000000 | 66.604218 | High_spent_Small_value_payments | 381.135949 | Standard | 208 |
| 54 | Musician | 36135.190 | 3 | 4 | 11 | 4 | 16 | 14 | 1.50 | 1.0 | Good | 695.59 | 36.800432 | No | 87.977031 | 222.582028 | Low_spent_Medium_value_payments | 259.267524 | Good | 258 |
| 52 | Journalist | 32871.960 | 5 | 6 | 14 | 2 | 20 | 1663 | 16.59 | 0.0 | Standard | 748.45 | 33.184044 | NM | 31.649965 | 70.690574 | High_spent_Small_value_payments | 419.792461 | Standard | 237 |
| 47 | Scientist | 10285.710 | 8 | 7 | 6 | 1 | 11 | 8 | 14.49 | 1.0 | Standard | 1354.57 | 25.683629 | Yes | 7.897074 | 125.830665 | Low_spent_Small_value_payments | 259.886511 | Poor | 347 |
| 19 | Teacher | 14974.765 | 4 | 5 | 6 | 4 | 18 | 13 | 7.53 | 4.0 | Standard | 1292.04 | 36.438670 | Yes | 32.176647 | 27.182169 | High_spent_Small_value_payments | 324.730892 | Standard | 301 |
| 39 | Entrepreneur | 39962.380 | 6 | 7 | 22 | 5 | 18 | 19 | 15.82 | 9.0 | Standard | 1444.91 | 25.680790 | Yes | 89.761776 | 164.619715 | High_spent_Small_value_payments | 320.738342 | Poor | 0 |
| 28 | Accountant | 44308.670 | 5 | 3 | 9 | 0 | 12 | 9 | 4.30 | 9.0 | Good | 1394.14 | 27.399046 | No | 0.000000 | 122.391575 | High_spent_Medium_value_payments | 479.547342 | Good | 237 |
| 40 | Writer | 156153.240 | 1 | 5 | 7 | 1 | 24 | 7 | 3.08 | 2.0 | Good | 1074.05 | 38.441682 | No | 87.501531 | 715.684849 | Low_spent_Small_value_payments | 792.690620 | Poor | 351 |
| 26 | Mechanic | 93106.050 | 0 | 4 | 3 | 0 | 15 | 8 | 9.96 | 2.0 | Good | 1454.68 | 43.375702 | NM | 0.000000 | 241.459461 | Low_spent_Medium_value_payments | 801.524289 | Standard | 218 |
| 45 | Accountant | 28566.010 | 6 | 6 | 15 | 6 | 22 | 18 | 19.32 | 8.0 | Standard | 479.65 | 35.215625 | Yes | 72.545760 | 263.523644 | Low_spent_Small_value_payments | 192.480679 | Standard | 215 |
| 20 | Lawyer | 21555.500 | 6 | 6 | 20 | 2 | 29 | 11 | 16.58 | 5.0 | Standard | 857.88 | 33.025415 | Yes | 22.772211 | 60.103256 | Low_spent_Large_value_payments | 387.753699 | Standard | 77 |
| 37 | Engineer | 128502.390 | 1 | 4 | 11 | 0 | 5 | 7 | 10.53 | 8.0 | Good | 1422.93 | 43.113852 | No | 0.000000 | 85.276087 | High_spent_Large_value_payments | 1207.777163 | Good | 261 |
| 40 | Media_Manager | 105239.460 | 7 | 5 | 14 | 2 | 18 | 12 | 15.89 | 5.0 | Standard | 1369.89 | 23.815841 | Yes | 171.165698 | 561.897922 | Low_spent_Large_value_payments | 426.531880 | Standard | 166 |
| 33 | Architect | 85455.060 | 4 | 7 | 6 | 3 | 18 | 16 | 1.29 | 5.0 | Good | 146.68 | 38.628623 | No | 161.405543 | 615.428831 | Low_spent_Small_value_payments | 225.691126 | Good | 246 |
| 23 | Developer | 87337.080 | 6 | 7 | 18 | 0 | 16 | 8 | 15.86 | 12.0 | Standard | 94.46 | 33.401692 | Yes | 0.000000 | 352.385249 | High_spent_Small_value_payments | 651.723751 | Standard | 323 |
| 23 | Accountant | 27138.970 | 6 | 4 | 8 | 4 | 7 | 23 | 8.01 | 5.0 | Standard | 1190.67 | 32.439849 | Yes | 70.781808 | 100.750694 | High_spent_Medium_value_payments | 323.825582 | Good | 91 |
| 41 | Manager | 85724.700 | 5 | 5 | 18 | 0 | 26 | 18 | 9.95 | 6.0 | Standard | 1312.50 | 41.714302 | Yes | 0.000000 | 195.494126 | High_spent_Medium_value_payments | 761.978374 | Standard | 361 |
| 26 | Writer | 33467.150 | 7 | 5 | 7 | 0 | 14 | 15 | 3.76 | 6.0 | Good | 1294.23 | 38.210715 | NM | 0.000000 | 185.386310 | Low_spent_Large_value_payments | 388.606606 | Standard | 369 |
| 18 | Teacher | 16500.960 | 3 | 6 | 12 | 1 | 6 | 7 | 10.81 | 2.0 | Good | 185.16 | 33.205087 | No | 6.957605 | 41.509006 | High_spent_Small_value_payments | 364.341389 | Poor | 300 |
| 50 | Entrepreneur | 29470.760 | 0 | 4 | 9 | 4 | 13 | 0 | 5.79 | 4.0 | Good | 557.50 | 34.611667 | No | 79.502048 | 88.484363 | Low_spent_Small_value_payments | 347.203256 | Standard | 269 |
| 44 | Teacher | 37424.160 | 7 | 5 | 18 | 3 | 15 | 19 | 11.64 | 10.0 | Standard | 1445.81 | 30.016461 | Yes | 90.948631 | 128.230963 | High_spent_Medium_value_payments | 335.388406 | Standard | 222 |
| 49 | Manager | 38155.640 | 3 | 4 | 5 | 1 | 12 | 1 | 1.63 | 6.0 | Good | 129.15 | 34.317592 | No | 23.213419 | 85.758437 | High_spent_Small_value_payments | 444.391810 | Poor | 401 |
| 19 | Developer | 83340.980 | 2 | 1 | 6 | 1 | 13 | 1 | 11.49 | 4.0 | Good | 943.78 | 32.803244 | No | 53.550958 | 177.536670 | High_spent_Large_value_payments | 706.720538 | Good | 269 |
| 32 | Mechanic | 32382.970 | 4 | 6 | 8 | 4 | 13 | 19 | 16.58 | 0.0 | Standard | 108.94 | 37.569775 | Yes | 74.399202 | 204.753098 | Low_spent_Large_value_payments | 280.605784 | Standard | 190 |
| 42 | Doctor | 179317.040 | 0 | 6 | 7 | 1 | 15 | 3 | 1.54 | 3.0 | Good | 80.93 | 39.943199 | No | 142.787063 | 630.270368 | High_spent_Medium_value_payments | 986.051236 | Standard | 371 |
| 20 | Mechanic | 32700.000 | 2 | 4 | 5 | 0 | 9 | 4 | 9.16 | 1.0 | Good | 1440.50 | 31.544136 | No | 0.000000 | 54.476188 | High_spent_Large_value_payments | 465.723812 | Good | 199 |
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