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| ID | Описание | Дата |
|---|---|---|
| 33d51a62-b061-4845-b323-f01cb477bc8f | streamline seamless interfaces | 2005-01-31 |
| 7c6d17e3-58f6-4e10-a976-067ed8d434b4 | deploy B2B eyeballs | 1978-12-19 |
| f1eea92d-f8ac-43d3-9b2c-efe1c1058736 | benchmark vertical users | 1986-10-17 |
| 729b1bc0-90c4-4405-be83-e54e14cd6e3e | drive impactful channels | 1982-12-19 |
| c79929cb-cbf0-4b71-9a4b-1ded0f3d5844 | repurpose distributed paradigms | 1984-11-13 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 | Musician | 38175.390 | 1 | 2 | 7 | 3 | 1 | 7 | 11.81 | 2.0 | Good | 315.36 | 24.124091 | No | 69.055656 | 122.353586 | Low_spent_Medium_value_payments | 417.319007 | Good | 338 |
| 33 | Architect | 122942.280 | 2 | 3 | 3 | 1 | 9 | 4 | 4.88 | 2.0 | Good | 924.10 | 31.310450 | No | 101.567977 | 475.849400 | High_spent_Small_value_payments | 703.101623 | Good | 338 |
| 46 | Architect | 170131.240 | 5 | 3 | 4 | 0 | 10 | 9 | 0.00 | 6.0 | Good | 798.78 | 45.042905 | No | 0.000000 | 366.873006 | High_spent_Medium_value_payments | 1298.487327 | Standard | 375 |
| 50 | Engineer | 89666.880 | 6 | 6 | 12 | 4 | 25 | 19 | 9.52 | 3.0 | Standard | 1155.94 | 38.014917 | Yes | 174.861696 | 208.780994 | High_spent_Small_value_payments | 607.281310 | Standard | 316 |
| 28 | Teacher | 51377.880 | 6 | 5 | 19 | 4 | 19 | 18 | 8.81 | 7.0 | Standard | 372.54 | 27.012893 | Yes | 108.102744 | 195.205551 | Low_spent_Medium_value_payments | 417.340705 | Poor | 238 |
| 52 | Developer | 43594.550 | 1 | 3 | 2 | 2 | 4 | 2 | 1.62 | 1.0 | Good | 1231.50 | 38.681956 | No | 51.231690 | 0.000000 | Low_spent_Large_value_payments | 303.701464 | Standard | 335 |
| 30 | Entrepreneur | 67854.300 | 3 | 7 | 7 | 0 | 13 | 8 | 3.38 | 4.0 | Good | 586.09 | 37.751746 | No | 0.000000 | 120.484800 | High_spent_Medium_value_payments | 686.867700 | Good | 371 |
| 27 | Manager | 75804.940 | 0 | 1 | 10 | 3 | 11 | 7 | 7.89 | 5.0 | Good | 330.82 | 24.348473 | NM | 141.289448 | 116.140140 | High_spent_Large_value_payments | 594.578245 | Good | 388 |
| 24 | Mechanic | 42884.840 | 4 | 6 | 7 | 0 | 23 | 0 | 0.73 | 0.0 | Good | 1302.49 | 31.063385 | No | 0.000000 | 64.786782 | High_spent_Small_value_payments | 553.086884 | Poor | 364 |
| 49 | Engineer | 16221.070 | 0 | 3 | 3 | 2 | 9 | 6 | 5.39 | 2.0 | Good | 197.05 | 35.736842 | No | 19.251996 | 25.272975 | High_spent_Medium_value_payments | 356.550613 | Standard | 198 |
| 32 | Accountant | 134038.640 | 6 | 3 | 18 | 2 | 21 | 18 | 7.99 | 6.0 | Standard | 1031.51 | 25.160739 | Yes | 187.971112 | 947.294318 | Low_spent_Small_value_payments | 242.623237 | Standard | 216 |
| 54 | Engineer | 55644.140 | 5 | 3 | 6 | 4 | 26 | 19 | 0.64 | 4.0 | Standard | 147.64 | 39.447735 | No | 181.776424 | 428.706101 | Low_spent_Large_value_payments | 150.318641 | Standard | 247 |
| 37 | Accountant | 138715.040 | 5 | 3 | 15 | 1 | 24 | 19 | 14.11 | 2.0 | Standard | 551.75 | 38.899852 | Yes | 71.746420 | 301.379420 | High_spent_Large_value_payments | 1051.032827 | Standard | 247 |
| 25 | Doctor | 120922.260 | 2 | 2 | 4 | 2 | 2 | 2 | 3.37 | 1.0 | Good | 1169.18 | 36.579832 | No | 126.727428 | 153.870861 | High_spent_Large_value_payments | 996.187211 | Good | 253 |
| 41 | Teacher | 95846.490 | 8 | 4 | 9 | 0 | 10 | 18 | 19.38 | 7.0 | Standard | 1493.69 | 25.095996 | Yes | 0.000000 | 638.585709 | Low_spent_Large_value_payments | 457.835041 | Good | 370 |
| 22 | Media_Manager | 12860.695 | 4 | 7 | 5 | 1 | 22 | 19 | 7.51 | 4.0 | Good | 809.86 | 37.587776 | No | 8.324579 | 75.915307 | Low_spent_Small_value_payments | 340.632573 | Poor | 353 |
| 29 | Entrepreneur | 61783.380 | 3 | 7 | 11 | 3 | 12 | 7 | 9.35 | 3.0 | Good | 1385.21 | 36.255586 | NM | 87.124724 | 228.126119 | High_spent_Medium_value_payments | 477.010657 | Standard | 298 |
| 50 | Developer | 12382.940 | 4 | 3 | 10 | 3 | 25 | 15 | 18.06 | 7.0 | Standard | 407.80 | 35.529467 | Yes | 20.801950 | 37.120839 | Low_spent_Small_value_payments | 338.268377 | Standard | 346 |
| 45 | Scientist | 33531.290 | 2 | 5 | 5 | 2 | 3 | 2 | 5.94 | 1.0 | Good | 1033.90 | 29.507220 | No | 35.087632 | 64.534974 | High_spent_Small_value_payments | 459.804810 | Standard | 369 |
| 36 | Journalist | 84050.500 | 3 | 5 | 12 | 3 | 7 | 0 | 7.16 | 1.0 | Good | 889.05 | 36.928636 | No | 175.377781 | 442.842462 | High_spent_Small_value_payments | 355.800590 | Good | 290 |
| 20 | Lawyer | 11183.865 | 8 | 7 | 5 | 4 | 21 | 8 | 0.59 | 3.0 | Good | 304.50 | 22.580482 | No | 31.610868 | 105.614585 | Low_spent_Small_value_payments | 259.473421 | Good | 299 |
| 20 | Media_Manager | 9771.770 | 6 | 6 | 8 | 4 | 24 | 9 | 11.76 | 7.0 | Standard | 316.13 | 37.124954 | Yes | 105.310774 | 30.942636 | Low_spent_Small_value_payments | 297.257570 | Good | 346 |
| 46 | Media_Manager | 38551.090 | 0 | 7 | 3 | 3 | 5 | 4 | 11.96 | 4.0 | Good | 342.30 | 31.374963 | No | 78.038829 | 357.239108 | Low_spent_Small_value_payments | 192.781146 | Good | 340 |
| 53 | Scientist | 85023.900 | 2 | 7 | 7 | 2 | 22 | 9 | 4.38 | 4.0 | Good | 1342.78 | 30.334608 | No | 130.980139 | 0.000000 | High_spent_Small_value_payments | 521.671607 | Poor | 394 |
| 32 | Teacher | 165798.200 | 2 | 5 | 5 | 1 | 14 | 12 | 3.71 | 0.0 | Good | 1022.71 | 41.756914 | No | 117.176255 | 197.716775 | High_spent_Large_value_payments | 1335.558636 | Good | 213 |
| 34 | Journalist | 31302.340 | 6 | 9 | 33 | 5 | 47 | 25 | 0.00 | 11.0 | Bad | 1264.21 | 36.692737 | Yes | 77.326018 | 235.136788 | Low_spent_Medium_value_payments | 253.090027 | Poor | 83 |
| 28 | Lawyer | 143544.960 | 5 | 7 | 14 | 0 | 27 | 14 | 1.26 | 0.0 | Standard | 1434.18 | 36.403343 | NM | 0.000000 | 882.058867 | Low_spent_Large_value_payments | 603.549133 | Standard | 183 |
| 46 | Writer | 18444.925 | 1 | 3 | 7 | 0 | 7 | 2 | 8.96 | 3.0 | Good | 1219.01 | 38.034201 | No | 0.000000 | 48.859078 | Low_spent_Medium_value_payments | 380.848630 | Standard | 366 |
| 40 | Musician | 51034.120 | 6 | 4 | 6 | 2 | 19 | 20 | 11.87 | 1.0 | Standard | 1350.85 | 37.777762 | Yes | 65.431015 | 0.000000 | High_spent_Small_value_payments | 448.869664 | Standard | 192 |
| 24 | Architect | 58511.780 | 2 | 1 | 2 | 0 | 4 | 6 | 5.54 | 2.0 | Good | 404.05 | 37.512120 | No | 0.000000 | 142.245850 | High_spent_Medium_value_payments | 609.452316 | Good | 320 |
| 29 | Doctor | 13672.200 | 7 | 5 | 13 | 1 | 28 | 22 | 12.12 | 8.0 | Standard | 1419.68 | 22.410739 | Yes | 10.260200 | 106.558870 | Low_spent_Medium_value_payments | 282.215930 | Standard | 394 |
| 49 | Lawyer | 76624.480 | 0 | 2 | 8 | 0 | 13 | 12 | 2.82 | 3.0 | Good | 781.42 | 30.716736 | No | 0.000000 | 94.987608 | High_spent_Large_value_payments | 757.349725 | Good | 214 |
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