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| ID | Описание | Дата |
|---|---|---|
| 1d5bfbc2-f3f7-4bd1-aed5-0c358446a3fc | expedite scalable applications | 1998-04-30 |
| 8c2ec82f-a7f4-4462-aad8-517434a0cb08 | engineer web-enabled e-tailers | 1976-01-24 |
| 11954074-eaa1-4c54-a066-405eedd46a9c | generate visionary convergence | 1982-10-14 |
| 626a59db-495e-462d-ab4c-1916be05e277 | visualize innovative mindshare | 2008-09-14 |
| fc7af06c-e888-4988-a034-149eaa3cd693 | engineer intuitive interfaces | 1988-04-30 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | Developer | 11968.510 | 3 | 4 | 16 | 2 | 23 | 18 | 10.95 | 0.0 | Standard | 685.74 | 33.512147 | No | 18.074485 | 98.126680 | Low_spent_Small_value_payments | 299.236419 | Standard | 301 |
| 24 | Journalist | 7912.495 | 9 | 8 | 29 | 6 | 44 | 19 | 7.69 | 11.0 | Standard | 1494.52 | 36.153934 | Yes | 38.293409 | 51.260566 | Low_spent_Medium_value_payments | 242.583483 | Poor | 0 |
| 36 | Developer | 110064.330 | 5 | 4 | 5 | 2 | 26 | 21 | 11.08 | 1.0 | Standard | 456.58 | 27.158538 | No | 136.940983 | 139.825595 | High_spent_Large_value_payments | 872.736172 | Standard | 261 |
| 41 | Mechanic | 69707.310 | 6 | 6 | 12 | 2 | 17 | 0 | 3.99 | 3.0 | Standard | 9.65 | 36.810948 | No | 108.479101 | 147.159741 | High_spent_Medium_value_payments | 555.255408 | Poor | 321 |
| 34 | Manager | 76443.150 | 3 | 7 | 17 | 3 | 8 | 13 | 10.32 | 0.0 | Standard | 1318.40 | 28.657655 | No | 116.821548 | 256.310909 | High_spent_Medium_value_payments | 501.293793 | Standard | 399 |
| 45 | Scientist | 33381.680 | 8 | 3 | 8 | 5 | 6 | 16 | 17.94 | 7.0 | Standard | 1403.84 | 34.249064 | Yes | 114.727546 | 232.104743 | Low_spent_Large_value_payments | 171.448378 | Standard | 134 |
| 22 | Mechanic | 20929.340 | 7 | 6 | 10 | 3 | 13 | 8 | 3.28 | 8.0 | Standard | 695.45 | 25.562567 | Yes | 45.442672 | 94.428578 | Low_spent_Small_value_payments | 333.939917 | Standard | 166 |
| 42 | Lawyer | 16544.455 | 1 | 3 | 11 | 0 | 13 | 1 | 5.31 | 1.0 | Good | 217.92 | 32.198092 | No | 0.000000 | 42.449068 | High_spent_Medium_value_payments | 328.521391 | Good | 284 |
| 34 | Media_Manager | 62168.040 | 3 | 6 | 13 | 4 | 17 | 16 | 11.46 | 4.0 | Standard | 135.72 | 32.341697 | Yes | 177.214185 | 0.000000 | High_spent_Medium_value_payments | 431.538555 | Standard | 189 |
| 31 | Media_Manager | 17004.860 | 10 | 10 | 18 | 2 | 24 | 19 | 3.49 | 8.0 | Bad | 1261.59 | 24.725753 | Yes | 25.022769 | 127.759179 | Low_spent_Small_value_payments | 260.325219 | Poor | 151 |
| 29 | Architect | 37580.340 | 5 | 2 | 7 | 4 | 4 | 12 | 8.88 | 2.0 | Good | 471.32 | 31.608540 | NM | 93.474333 | 72.232129 | High_spent_Small_value_payments | 377.963038 | Good | 374 |
| 54 | Entrepreneur | 33642.070 | 7 | 3 | 12 | 2 | 26 | 8 | 4.14 | 3.0 | Standard | 696.57 | 28.926853 | No | 29.563932 | 116.940198 | Low_spent_Small_value_payments | 394.446452 | Standard | 269 |
| 20 | Musician | 35361.270 | 4 | 6 | 7 | 0 | 9 | 4 | 5.91 | 5.0 | Good | 982.38 | 26.415131 | No | 0.000000 | 69.703601 | High_spent_Large_value_payments | 481.573649 | Standard | 206 |
| 35 | Mechanic | 106030.050 | 7 | 3 | 14 | 3 | 7 | 0 | 9.51 | 6.0 | Standard | 136.53 | 29.410965 | Yes | 136.493245 | 120.943491 | High_spent_Large_value_payments | 845.447013 | Standard | 121 |
| 24 | Lawyer | 43608.180 | 8 | 8 | 23 | 6 | 27 | 20 | 0.00 | 7.0 | Bad | 1492.88 | 34.586073 | Yes | 169.542099 | 349.993494 | Low_spent_Medium_value_payments | 113.565907 | Poor | 237 |
| 26 | Accountant | 28582.040 | 2 | 5 | 10 | 3 | 4 | 1 | 6.81 | 0.0 | Good | 299.80 | 27.041293 | NM | 41.460455 | 87.723530 | Low_spent_Small_value_payments | 371.199681 | Standard | 188 |
| 21 | Accountant | 159958.320 | 5 | 3 | 10 | 1 | 4 | 4 | 9.51 | 2.0 | Good | 803.57 | 38.074175 | No | 114.939707 | 259.798854 | High_spent_Large_value_payments | 1181.447439 | Poor | 189 |
| 47 | Manager | 31280.630 | 8 | 4 | 11 | 1 | 16 | 8 | 9.15 | 4.0 | Standard | 385.83 | 33.455846 | Yes | 21.397139 | 173.967684 | Low_spent_Medium_value_payments | 334.607093 | Standard | 299 |
| 40 | Musician | 70154.850 | 8 | 5 | 18 | 2 | 27 | 11 | 19.23 | 0.0 | Standard | 487.42 | 40.648400 | Yes | 92.888270 | 234.162599 | High_spent_Medium_value_payments | 492.572881 | Standard | 248 |
| 44 | Architect | 77565.570 | 3 | 5 | 8 | 3 | 15 | 0 | 11.80 | 1.0 | Good | 509.87 | 27.498935 | No | 118.670598 | 101.143066 | High_spent_Large_value_payments | 686.566086 | Good | 391 |
| 52 | Entrepreneur | 17127.300 | 8 | 7 | 6 | 2 | 12 | 11 | 8.25 | 0.0 | Good | 957.51 | 26.290887 | No | 18.437479 | 146.334892 | Low_spent_Small_value_payments | 265.955129 | Standard | 345 |
| 18 | Media_Manager | 38992.570 | 3 | 3 | 3 | 0 | 2 | 6 | 4.23 | 3.0 | Good | 1059.46 | 32.840486 | No | 0.000000 | 145.279509 | Low_spent_Medium_value_payments | 449.158574 | Good | 302 |
| 46 | Teacher | 14842.650 | 8 | 5 | 8 | 2 | 26 | 9 | 11.22 | 4.0 | Standard | 1086.11 | 29.546775 | Yes | 15.346410 | 20.782928 | High_spent_Medium_value_payments | 319.259412 | Standard | 271 |
| 17 | Doctor | 34888.640 | 5 | 5 | 20 | 3 | 24 | 14 | 15.08 | 4.0 | Standard | 817.60 | 34.627496 | Yes | 46.091697 | 161.934006 | High_spent_Small_value_payments | 329.112963 | Standard | 101 |
| 53 | Mechanic | 17250.520 | 1 | 6 | 10 | 3 | 15 | 5 | 4.86 | 1.0 | Good | 1308.31 | 39.864943 | No | 24.325882 | 0.000000 | Low_spent_Small_value_payments | 357.648025 | Poor | 0 |
| 18 | Accountant | 36368.770 | 7 | 3 | 12 | 4 | 23 | 0 | 5.76 | 6.0 | Standard | 347.66 | 32.116655 | No | 83.044884 | 75.687672 | High_spent_Large_value_payments | 404.240526 | Standard | 234 |
| 39 | Manager | 97714.470 | 1 | 6 | 9 | 0 | 7 | 3 | 4.74 | 9.0 | Good | 613.07 | 38.369344 | No | 0.000000 | 734.683887 | Low_spent_Large_value_payments | 345.703363 | Good | 0 |
| 44 | Writer | 66287.280 | 4 | 3 | 8 | 0 | 16 | 12 | 5.99 | 8.0 | Standard | 748.48 | 39.779061 | Yes | 0.000000 | 95.196811 | High_spent_Large_value_payments | 696.197189 | Standard | 361 |
| 23 | Mechanic | 16579.550 | 7 | 6 | 12 | 2 | 20 | 12 | 8.74 | 12.0 | Standard | 1467.16 | 38.403323 | Yes | 16.954019 | 54.656541 | High_spent_Medium_value_payments | 326.952357 | Standard | 237 |
| 22 | Musician | 29074.200 | 8 | 6 | 5 | 4 | 18 | 21 | 15.45 | 3.0 | Standard | 867.27 | 40.157936 | NM | 52.507950 | 84.626908 | High_spent_Medium_value_payments | 372.450142 | Standard | 366 |
| 28 | Engineer | 51324.820 | 7 | 3 | 11 | 1 | 22 | 15 | 6.49 | 12.0 | Standard | 138.16 | 30.975270 | Yes | 28.735662 | 197.715001 | Low_spent_Medium_value_payments | 488.556171 | Poor | 216 |
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