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| ID | Описание | Дата |
|---|---|---|
| b302ff53-5d83-4764-9f7e-38feeae3a2ae | implement value-added applications | 1995-12-08 |
| 1c18e43b-c555-4061-aeeb-27ed9bd63687 | engage seamless platforms | 2023-02-10 |
| 4c70b6a6-72e5-4086-bf3e-842b39dad838 | mesh out-of-the-box interfaces | 1999-07-13 |
| 0d506cb9-cc67-4534-b3be-961423adbacc | evolve sticky supply-chains | 2015-06-21 |
| 533dc67c-260b-4271-9ce1-3320f6e2ae6d | re-intermediate innovative relationships | 1992-02-04 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | Architect | 24199.240 | 3 | 7 | 6 | 1 | 26 | 14 | 0.67 | 2.0 | Good | 784.35 | 34.004875 | No | 13.886305 | 36.258840 | High_spent_Small_value_payments | 405.015188 | Good | 254 |
| 18 | Entrepreneur | 81935.420 | 5 | 4 | 9 | 1 | 6 | 12 | 10.36 | 2.0 | Good | 625.32 | 33.212132 | No | 66.457710 | 176.267359 | High_spent_Small_value_payments | 704.070097 | Poor | 255 |
| 42 | Musician | 35346.690 | 1 | 6 | 12 | 1 | 0 | 3 | 8.30 | 3.0 | Good | 497.75 | 32.086902 | No | 23.593978 | 132.902111 | Low_spent_Small_value_payments | 409.259661 | Standard | 350 |
| 50 | Media_Manager | 85471.890 | 4 | 5 | 3 | 0 | 11 | 10 | 0.00 | 0.0 | Good | 232.67 | 26.471483 | No | 0.000000 | 765.278830 | Low_spent_Small_value_payments | 242.686920 | Standard | 272 |
| 49 | Developer | 44066.780 | 5 | 4 | 6 | 4 | 8 | 5 | 6.29 | 2.0 | Good | 289.59 | 26.343302 | No | 80.907924 | 71.956820 | High_spent_Medium_value_payments | 439.558423 | Good | 389 |
| 22 | Scientist | 44986.070 | 3 | 3 | 4 | 2 | 3 | 12 | 11.37 | 5.0 | Good | 1162.52 | 26.221464 | No | 63.751704 | 0.000000 | Low_spent_Medium_value_payments | 384.658077 | Good | 343 |
| 31 | Mechanic | 22320.130 | 5 | 6 | 18 | 2 | 24 | 11 | 18.50 | 7.0 | Standard | 1426.31 | 38.558107 | NM | 30.855248 | 180.082064 | Low_spent_Small_value_payments | 294.163771 | Standard | 0 |
| 23 | Musician | 42767.890 | 1 | 7 | 11 | 1 | 9 | 6 | 2.63 | 3.0 | Good | 1413.55 | 28.963813 | No | 20.338019 | 284.984111 | Low_spent_Large_value_payments | 306.776953 | Standard | 313 |
| 38 | Engineer | 104168.220 | 3 | 5 | 14 | 0 | 27 | 15 | 9.97 | 3.0 | Standard | 39.68 | 34.709147 | No | 0.000000 | 582.895633 | Low_spent_Large_value_payments | 552.672867 | Standard | 266 |
| 16 | Architect | 60909.150 | 3 | 6 | 9 | 5 | 14 | 19 | 10.80 | 8.0 | Standard | 1423.88 | 31.188612 | NM | 131.166736 | 545.664372 | Low_spent_Small_value_payments | 121.145142 | Poor | 88 |
| 46 | Doctor | 9697.290 | 4 | 3 | 9 | 4 | 9 | 15 | 12.95 | 9.0 | Standard | 530.96 | 30.839061 | Yes | 28.774536 | 66.084741 | Low_spent_Small_value_payments | 281.251473 | Poor | 104 |
| 35 | Entrepreneur | 82203.450 | 5 | 4 | 12 | 2 | 12 | 18 | 4.86 | 1.0 | Standard | 667.13 | 31.382368 | Yes | 104.320066 | 606.395629 | Low_spent_Medium_value_payments | 234.813055 | Standard | 264 |
| 23 | Scientist | 33531.190 | 7 | 3 | 10 | 2 | 12 | 14 | 6.75 | 1.0 | Good | 787.39 | 37.194408 | No | 35.335007 | 171.731742 | Low_spent_Large_value_payments | 355.959835 | Good | 335 |
| 41 | Entrepreneur | 36647.460 | 3 | 5 | 9 | 4 | 32 | 16 | 10.74 | 1.0 | Good | 1471.04 | 33.861838 | No | 90.147486 | 211.248604 | Low_spent_Medium_value_payments | 282.999410 | Good | 198 |
| 39 | Developer | 20422.480 | 5 | 7 | 5 | 0 | 26 | 10 | 13.33 | 2.0 | Standard | 1420.58 | 30.215591 | Yes | 0.000000 | 41.828415 | High_spent_Medium_value_payments | 352.458918 | Good | 391 |
| 28 | Musician | 20273.530 | 3 | 5 | 15 | 4 | 28 | 15 | 8.03 | 6.0 | Standard | 1278.40 | 24.435970 | NM | 40.671373 | 37.928078 | High_spent_Medium_value_payments | 314.146632 | Poor | 167 |
| 45 | Engineer | 113238.840 | 1 | 5 | 6 | 2 | 2 | 0 | 10.99 | 2.0 | Good | 115.48 | 28.638548 | No | 163.682550 | 941.929671 | Low_spent_Medium_value_payments | 144.944779 | Standard | 267 |
| 27 | Mechanic | 35540.740 | 3 | 5 | 2 | 2 | 6 | 0 | 9.45 | 1.0 | Good | 1148.21 | 31.390275 | No | 52.412166 | 47.867262 | High_spent_Medium_value_payments | 472.993406 | Good | 378 |
| 24 | Entrepreneur | 52561.620 | 8 | 8 | 32 | 2 | 30 | 18 | 11.63 | 9.0 | Standard | 1312.29 | 29.162097 | Yes | 48.935272 | 128.366025 | Low_spent_Large_value_payments | 549.912203 | Poor | 188 |
| 44 | Journalist | 16196.665 | 5 | 7 | 17 | 2 | 20 | 11 | 2.55 | 2.0 | Standard | 632.93 | 37.233063 | No | 24.949591 | 89.513843 | Low_spent_Medium_value_payments | 322.108774 | Standard | 195 |
| 37 | Lawyer | 134124.000 | 0 | 3 | 11 | 1 | 0 | 12 | 9.29 | 4.0 | Good | 787.50 | 44.567643 | No | 106.792038 | 177.379613 | High_spent_Medium_value_payments | 1054.428348 | Standard | 196 |
| 29 | Teacher | 79630.140 | 3 | 1 | 3 | 1 | 5 | 7 | 11.37 | 0.0 | Good | 1133.46 | 34.000947 | No | 34.551060 | 582.106283 | Low_spent_Medium_value_payments | 332.327157 | Good | 184 |
| 37 | Media_Manager | 29357.850 | 5 | 4 | 17 | 3 | 19 | 17 | 11.09 | 4.0 | Standard | 848.04 | 29.538241 | Yes | 45.650521 | 36.248311 | High_spent_Large_value_payments | 424.649918 | Standard | 86 |
| 53 | Musician | 134282.840 | 8 | 7 | 19 | 2 | 20 | 14 | 11.58 | 3.0 | Standard | 551.46 | 27.856330 | No | 131.584055 | 919.620717 | Low_spent_Medium_value_payments | 341.418894 | Standard | 280 |
| 29 | Accountant | 44667.500 | 5 | 6 | 18 | 4 | 10 | 8 | 19.79 | 8.0 | Standard | 1148.67 | 26.995725 | Yes | 148.452544 | 0.000000 | Low_spent_Small_value_payments | 276.015493 | Standard | 225 |
| 38 | Lawyer | 28941.240 | 3 | 5 | 11 | 4 | 4 | 9 | 8.59 | 4.0 | Good | 562.01 | 24.477355 | No | 74.821768 | 155.837893 | Low_spent_Large_value_payments | 286.817339 | Good | 235 |
| 30 | Teacher | 29661.880 | 4 | 7 | 8 | 0 | 9 | 1 | 6.39 | 2.0 | Good | 80.25 | 30.350963 | No | 0.000000 | 114.041730 | High_spent_Small_value_payments | 389.540604 | Standard | 302 |
| 24 | Journalist | 96815.910 | 2 | 5 | 1 | 0 | 5 | 0 | 10.40 | 1.0 | Good | 1257.64 | 30.780856 | No | 0.000000 | 504.216793 | High_spent_Small_value_payments | 561.582457 | Standard | 363 |
| 16 | Manager | 56062.220 | 4 | 4 | 8 | 6 | 26 | 13 | 19.40 | 7.0 | Standard | 186.61 | 22.345800 | Yes | 175.631277 | 629.204036 | Low_spent_Small_value_payments | 0.000000 | Standard | 209 |
| 54 | Writer | 132848.880 | 5 | 1 | 7 | 1 | 0 | 12 | 1.99 | 3.0 | Good | 1041.91 | 30.645919 | No | 55.877933 | 1046.563468 | Low_spent_Medium_value_payments | 269.632599 | Good | 269 |
| 30 | Journalist | 8664.405 | 6 | 7 | 13 | 4 | 30 | 19 | 15.00 | 11.0 | Standard | 317.71 | 23.816328 | NM | 28.714510 | 37.258816 | Low_spent_Medium_value_payments | 301.230050 | Standard | 154 |
| 55 | Architect | 54740.380 | 3 | 4 | 7 | 0 | 5 | 16 | 9.09 | 2.0 | Standard | 1101.31 | 34.665193 | No | 0.000000 | 171.631659 | High_spent_Medium_value_payments | 517.938175 | Standard | 323 |
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