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| ID | Описание | Дата |
|---|---|---|
| 13bc9ee9-19ca-42c9-9fb4-38eaf8af7dcf | leverage cutting-edge methodologies | 2013-07-30 |
| d44747a1-91b4-41a9-b5a1-564857256656 | architect e-business systems | 2024-05-07 |
| d05f9af1-830e-4b03-ae67-4ee130255db6 | integrate rich metrics | 2017-10-06 |
| d604142b-0bc8-4d77-b75b-bf45b923815c | leverage turn-key communities | 1988-11-25 |
| effdea19-3cc4-43cc-b661-5c0fbd4da872 | disintermediate real-time schemas | 1997-09-24 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | Musician | 20188.020 | 4 | 3 | 6 | 3 | 13 | 3 | 1.31 | 0.0 | Good | 399.92 | 26.407384 | No | 25.580281 | 98.289302 | Low_spent_Medium_value_payments | 341.263917 | Good | 0 |
| 48 | Writer | 35670.660 | 1 | 7 | 6 | 0 | 10 | 4 | 3.16 | 3.0 | Good | 1324.42 | 31.689588 | No | 0.000000 | 87.774727 | High_spent_Medium_value_payments | 470.280773 | Poor | 347 |
| 35 | Teacher | 133377.210 | 0 | 5 | 5 | 2 | 3 | 5 | 11.16 | 3.0 | Good | 1131.70 | 44.736741 | No | 171.948543 | 239.398657 | High_spent_Large_value_payments | 940.129550 | Poor | 269 |
| 37 | Teacher | 98759.910 | 5 | 7 | 3 | 2 | 11 | 2 | 3.24 | 3.0 | Good | 1371.02 | 33.760172 | No | 98.721279 | 184.147274 | High_spent_Large_value_payments | 809.630697 | Poor | 320 |
| 29 | Mechanic | 68667.560 | 7 | 6 | 21 | 3 | 26 | 9 | 15.03 | 7.0 | Standard | 1384.94 | 26.409333 | Yes | 146.827453 | 155.623544 | High_spent_Medium_value_payments | 540.478670 | Poor | 116 |
| 49 | Writer | 31002.860 | 8 | 6 | 10 | 0 | 5 | 12 | 5.10 | 2.0 | Standard | 1256.70 | 28.378383 | Yes | 0.000000 | 46.563796 | High_spent_Large_value_payments | 478.293370 | Standard | 309 |
| 26 | Writer | 46010.310 | 7 | 8 | 15 | 3 | 27 | 24 | 7.93 | 12.0 | Bad | 1380.78 | 23.672996 | Yes | 87.482682 | 35.793514 | High_spent_Large_value_payments | 485.943054 | Poor | 142 |
| 31 | Accountant | 15289.330 | 8 | 6 | 12 | 7 | 20 | 20 | 11.29 | 8.0 | Standard | 12.90 | 36.825708 | Yes | 44.720548 | 136.316931 | Low_spent_Small_value_payments | 250.673605 | Standard | 93 |
| 21 | Architect | 67518.810 | 8 | 5 | 8 | 1 | 9 | 17 | 9.88 | 5.0 | Standard | 264.70 | 34.562433 | NM | 28.658581 | 160.412868 | Low_spent_Medium_value_payments | 627.485301 | Standard | 272 |
| 27 | Doctor | 28385.620 | 4 | 6 | 10 | 7 | 4 | 0 | 7.48 | 4.0 | Standard | 64.65 | 26.488380 | Yes | 88.631258 | 39.530848 | High_spent_Large_value_payments | 361.884728 | Standard | 204 |
| 55 | Manager | 20515.940 | 7 | 5 | 15 | 2 | 21 | 19 | 7.47 | 1.0 | Standard | 878.79 | 25.886989 | No | 20.774306 | 69.327969 | High_spent_Medium_value_payments | 324.863891 | Standard | 184 |
| 34 | Manager | 30771.540 | 4 | 6 | 18 | 7 | 19 | 18 | 19.25 | 4.0 | Standard | 246.06 | 29.352263 | Yes | 162.401814 | 37.821339 | High_spent_Medium_value_payments | 324.706348 | Standard | 108 |
| 32 | Media_Manager | 28806.440 | 4 | 3 | 6 | 5 | 28 | 19 | 12.26 | 8.0 | Standard | 332.57 | 31.132196 | Yes | 112.635048 | 92.897526 | High_spent_Medium_value_payments | 280.621092 | Standard | 0 |
| 22 | Musician | 25971.130 | 5 | 3 | 2 | 4 | 8 | 7 | 0.35 | 4.0 | Good | 771.67 | 26.122216 | No | 52.865879 | 193.815145 | Low_spent_Small_value_payments | 234.545060 | Standard | 187 |
| 44 | Doctor | 32119.360 | 3 | 5 | 12 | 7 | 22 | 16 | 19.22 | 4.0 | Standard | 999.25 | 34.578241 | Yes | 109.344652 | 107.798140 | Low_spent_Small_value_payments | 341.718542 | Poor | 0 |
| 46 | Musician | 9857.290 | 5 | 5 | 20 | 2 | 10 | 0 | 9.39 | 1.0 | Standard | 85.92 | 31.492235 | No | 16.171593 | 42.308707 | High_spent_Small_value_payments | 286.463784 | Standard | 224 |
| 48 | Lawyer | 18613.045 | 1 | 3 | 5 | 3 | 29 | 0 | 14.54 | 9.0 | Good | 1288.31 | 32.943695 | No | 34.396064 | 105.969218 | Low_spent_Medium_value_payments | 279.043426 | Standard | 202 |
| 52 | Engineer | 74766.860 | 4 | 7 | 2 | 3 | 11 | 11 | 3.82 | 1.0 | Good | 107.57 | 25.583064 | No | 153.394994 | 145.122094 | High_spent_Large_value_payments | 544.040079 | Poor | 267 |
| 40 | Engineer | 22195.605 | 0 | 4 | 4 | 0 | 2 | 7 | 3.61 | 2.0 | Good | 1378.67 | 30.090338 | No | 0.000000 | 36.286212 | High_spent_Large_value_payments | 405.877163 | Good | 223 |
| 23 | Mechanic | 13000.735 | 7 | 3 | 7 | 4 | 11 | 14 | 11.51 | 5.0 | Standard | 1152.68 | 39.589683 | No | 35.513084 | 104.138239 | Low_spent_Small_value_payments | 277.988136 | Standard | 218 |
| 33 | Media_Manager | 59226.150 | 7 | 4 | 7 | 3 | 15 | 13 | 8.70 | 3.0 | Good | 710.49 | 36.890823 | No | 94.884157 | 317.159816 | Low_spent_Large_value_payments | 336.007278 | Good | 304 |
| 37 | Entrepreneur | 125027.240 | 4 | 3 | 5 | 1 | 7 | 6 | 8.58 | 5.0 | Good | 836.14 | 34.284791 | No | 80.836642 | 611.751331 | Low_spent_Medium_value_payments | 602.705693 | Good | 244 |
| 41 | Developer | 21652.195 | 3 | 2 | 10 | 4 | 4 | 3 | 2.35 | 1.0 | Good | 181.80 | 25.039647 | No | 40.435677 | 71.331563 | High_spent_Small_value_payments | 299.267719 | Good | 354 |
| 19 | Musician | 32989.450 | 5 | 3 | 2 | 4 | 7 | 3 | 1.47 | 0.0 | Good | 40.48 | 36.616456 | No | 80.955394 | 309.966060 | Low_spent_Small_value_payments | 162.790629 | Standard | 198 |
| 40 | Mechanic | 16997.715 | 2 | 2 | 7 | 2 | 3 | 12 | 0.73 | 1.0 | Good | 1204.59 | 27.808891 | No | 26.564625 | 121.650106 | Low_spent_Small_value_payments | 261.932894 | Good | 0 |
| 24 | Lawyer | 23035.150 | 6 | 7 | 17 | 5 | 22 | 16 | 24.39 | 4.0 | Standard | 954.44 | 36.677595 | Yes | 91.774611 | 52.493290 | High_spent_Small_value_payments | 305.891682 | Standard | 100 |
| 38 | Developer | 140254.920 | 5 | 1 | 12 | 0 | 8 | 0 | 1.24 | 2.0 | Good | 663.25 | 29.112801 | No | 0.000000 | 680.765240 | High_spent_Small_value_payments | 772.225760 | Standard | 226 |
| 34 | Journalist | 27947.050 | 8 | 6 | 9 | 7 | 16 | 16 | 8.84 | 7.0 | Standard | 172.39 | 40.700167 | Yes | 148.799066 | 134.499254 | Low_spent_Medium_value_payments | 229.893763 | Standard | 174 |
| 40 | Writer | 16367.605 | 5 | 7 | 9 | 4 | 0 | 3 | 10.06 | 1.0 | Good | 996.40 | 25.289360 | No | 50.192752 | 43.944645 | High_spent_Small_value_payments | 288.059310 | Standard | 392 |
| 23 | Accountant | 43615.200 | 4 | 6 | 3 | 4 | 11 | 9 | 0.46 | 7.0 | Good | 1030.50 | 37.577897 | No | 128.549987 | 60.725174 | High_spent_Medium_value_payments | 402.784839 | Standard | 244 |
| 43 | Lawyer | 15819.120 | 5 | 6 | 9 | 0 | 17 | 8 | 8.95 | 6.0 | Standard | 114.81 | 38.352932 | No | 0.000000 | 168.308432 | Low_spent_Small_value_payments | 261.017568 | Standard | 299 |
| 24 | Scientist | 16937.425 | 4 | 5 | 4 | 1 | 15 | 1 | 9.54 | 1.0 | Good | 167.57 | 23.774145 | No | 7.247943 | 21.501075 | High_spent_Medium_value_payments | 337.496191 | Good | 263 |
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