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| ID | Описание | Дата |
|---|---|---|
| 757f02ee-eaec-4945-9343-96a0a427bb59 | enable plug-and-play web services | 2014-10-13 |
| 487ffa65-892b-4d23-a69e-62d4628cf0a8 | transform dot-com niches | 2002-08-11 |
| 52b43a69-f894-44db-bddd-ce13976f7d08 | grow revolutionary partnerships | 1983-09-04 |
| 32340710-9143-4ed6-b661-5578dc80af08 | enable global functionalities | 2003-09-06 |
| 3f2006a4-e52f-41d7-b5db-f8f5d18ce4c6 | disintermediate 24/365 e-markets | 1995-01-25 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | Developer | 122978.430 | 0 | 1 | 9 | 3 | 14 | 2 | 6.33 | 2.0 | Good | 1197.33 | 29.824973 | No | 168.006686 | 181.312049 | High_spent_Large_value_payments | 942.101514 | Good | 337 |
| 23 | Media_Manager | 65187.340 | 6 | 6 | 8 | 3 | 22 | 9 | 5.38 | 1.0 | Standard | 441.86 | 38.875690 | No | 99.982020 | 504.537528 | Low_spent_Small_value_payments | 201.608286 | Standard | 243 |
| 34 | Scientist | 27156.590 | 6 | 4 | 7 | 3 | 12 | 20 | 7.75 | 2.0 | Standard | 787.21 | 36.897227 | No | 64.970760 | 148.179647 | High_spent_Small_value_payments | 262.854510 | Standard | 193 |
| 30 | Doctor | 47958.760 | 6 | 4 | 7 | 3 | 30 | 9 | 9.30 | 3.0 | Good | 180.73 | 36.377886 | No | 93.077430 | 84.995848 | High_spent_Medium_value_payments | 447.583055 | Poor | 0 |
| 23 | Scientist | 44178.150 | 4 | 3 | 6 | 4 | 4 | 2 | 5.08 | 4.0 | Good | 300.68 | 31.339164 | No | 123.549902 | 145.482132 | Low_spent_Large_value_payments | 345.619216 | Good | 212 |
| 21 | Mechanic | 35249.280 | 1 | 5 | 2 | 4 | 0 | 7 | 1.55 | 2.0 | Good | 1033.32 | 23.746280 | No | 114.313146 | 189.484388 | Low_spent_Small_value_payments | 252.946466 | Standard | 327 |
| 30 | Scientist | 19431.830 | 3 | 6 | 8 | 4 | 22 | 9 | 11.63 | 3.0 | Standard | 865.23 | 27.780737 | Yes | 49.382364 | 46.012894 | High_spent_Small_value_payments | 344.336658 | Standard | 356 |
| 48 | Musician | 33388.100 | 6 | 4 | 8 | 0 | 19 | 15 | 9.51 | 2.0 | Standard | 589.89 | 33.309029 | Yes | 0.000000 | 93.672520 | High_spent_Medium_value_payments | 416.261647 | Standard | 238 |
| 27 | Scientist | 97868.730 | 6 | 5 | 11 | 2 | 8 | 20 | 4.68 | 4.0 | Good | 355.24 | 36.149699 | No | 156.055359 | 194.752791 | High_spent_Large_value_payments | 716.464599 | Good | 392 |
| 41 | Scientist | 73451.940 | 5 | 7 | 9 | 3 | 28 | 18 | 2.13 | 2.0 | Good | 965.51 | 27.169113 | No | 114.240565 | 826.907640 | Low_spent_Small_value_payments | 0.000000 | Standard | 282 |
| 24 | Teacher | 56420.520 | 7 | 5 | 21 | 5 | 31 | 20 | 15.37 | 8.0 | Bad | 1412.35 | 41.356981 | Yes | 165.999578 | 61.030218 | High_spent_Large_value_payments | 504.941204 | Poor | 169 |
| 38 | Engineer | 48254.040 | 3 | 6 | 16 | 3 | 26 | 12 | 16.92 | 8.0 | Standard | 210.78 | 32.946733 | Yes | 72.333362 | 74.644636 | High_spent_Medium_value_payments | 524.539002 | Standard | 295 |
| 41 | Lawyer | 31200.240 | 2 | 3 | 1 | 3 | 10 | 5 | 10.64 | 3.0 | Good | 14.34 | 24.171260 | No | 71.671243 | 40.200671 | High_spent_Medium_value_payments | 396.930087 | Good | 272 |
| 46 | Media_Manager | 36779.900 | 5 | 4 | 10 | 0 | 29 | 1 | 5.34 | 6.0 | Good | 1015.81 | 40.906774 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 495.262490 | Poor | 315 |
| 29 | Mechanic | 20024.170 | 4 | 5 | 10 | 4 | 16 | 16 | 13.93 | 12.0 | Standard | 698.93 | 39.797281 | NM | 35.903470 | 144.731174 | Low_spent_Medium_value_payments | 253.833439 | Standard | 100 |
| 36 | Developer | 27113.760 | 7 | 3 | 8 | 7 | 29 | 18 | 8.12 | 7.0 | Standard | 834.43 | 29.827792 | NM | 97.893291 | 68.022858 | Low_spent_Large_value_payments | 300.331851 | Standard | 183 |
| 35 | Accountant | 7309.155 | 6 | 8 | 19 | 4 | 38 | 11 | 9.56 | 8.0 | Standard | 1318.12 | 31.740847 | Yes | 20.290771 | 54.800691 | Low_spent_Medium_value_payments | 261.618163 | Poor | 94 |
| 52 | Writer | 105295.080 | 2 | 3 | 7 | 4 | 1 | 0 | 10.02 | 6.0 | Good | 321.36 | 27.821510 | No | 178.367440 | 181.887652 | High_spent_Medium_value_payments | 775.203907 | Standard | 329 |
| 33 | Teacher | 74647.470 | 8 | 4 | 20 | 4 | 18 | 15 | 7.61 | 4.0 | Standard | 429.07 | 42.015946 | No | 172.745012 | 124.126403 | High_spent_Large_value_payments | 560.490835 | Standard | 286 |
| 35 | Developer | 28647.750 | 5 | 6 | 5 | 5 | 8 | 12 | 17.36 | 7.0 | Standard | 82.60 | 30.112702 | Yes | 113.192315 | 188.949799 | Low_spent_Small_value_payments | 203.989135 | Standard | 73 |
| 18 | Mechanic | 68917.940 | 5 | 2 | 11 | 0 | 0 | 10 | 0.19 | 4.0 | Good | 1263.18 | 36.619696 | No | 0.000000 | 162.172991 | High_spent_Medium_value_payments | 637.643176 | Good | 215 |
| 23 | Scientist | 63528.700 | 4 | 6 | 9 | 3 | 21 | 10 | 7.09 | 3.0 | Good | 617.89 | 28.906232 | No | 128.277834 | 174.820313 | High_spent_Medium_value_payments | 460.107686 | Poor | 0 |
| 40 | Doctor | 16108.460 | 10 | 7 | 25 | 6 | 42 | 19 | 14.91 | 7.0 | Bad | 1446.75 | 35.496405 | Yes | 146.226026 | 25.318983 | High_spent_Large_value_payments | 273.510375 | Poor | 0 |
| 23 | Teacher | 7123.915 | 4 | 6 | 19 | 4 | 5 | 11 | 19.24 | 8.0 | Standard | 1380.44 | 40.083423 | Yes | 19.530369 | 36.682318 | Low_spent_Small_value_payments | 309.453271 | Poor | 239 |
| 39 | Architect | 58528.300 | 4 | 5 | 6 | 2 | 3 | 14 | 18.13 | 3.0 | Standard | 1473.38 | 29.630958 | NM | 65.451965 | 314.696302 | High_spent_Small_value_payments | 345.987566 | Standard | 300 |
| 54 | Doctor | 43008.330 | 5 | 4 | 4 | 3 | 22 | 3 | 5.90 | 2.0 | Good | 93.93 | 25.723998 | No | 72.121501 | 146.748250 | Low_spent_Small_value_payments | 404.333000 | Poor | 274 |
| 41 | Accountant | 18817.940 | 6 | 6 | 5 | 3 | 28 | 19 | 13.62 | 10.0 | Standard | 649.26 | 21.978791 | Yes | 43.236695 | 121.390303 | Low_spent_Large_value_payments | 261.389169 | Standard | 82 |
| 20 | Engineer | 37045.600 | 5 | 7 | 9 | 1 | 9 | 3722 | 8.18 | 3.0 | Good | 1411.95 | 28.448209 | NM | 23.989575 | 41.058186 | High_spent_Medium_value_payments | 466.965572 | Standard | 252 |
| 45 | Doctor | 36122.510 | 3 | 7 | 20 | 1 | 27 | 14 | 1.59 | 4.0 | Standard | 893.30 | 27.491653 | No | 17.202635 | 83.965170 | High_spent_Medium_value_payments | 459.653111 | Standard | 362 |
| 27 | Doctor | 92186.190 | 1 | 2 | 12 | 4 | 1 | 0 | 9.74 | 4.0 | Good | 809.01 | 39.543131 | No | 185.797654 | 115.520039 | High_spent_Medium_value_payments | 697.400557 | Good | 249 |
| 53 | Mechanic | 14709.295 | 1 | 6 | 11 | 2 | 11 | 0 | 10.29 | 2.0 | Good | 557.78 | 27.671602 | No | 17.599675 | 96.590167 | Low_spent_Medium_value_payments | 262.787616 | Standard | 241 |
| 31 | Writer | 126284.310 | 1 | 5 | 8 | 0 | 10 | 5 | 3.09 | 4.0 | Good | 936.59 | 37.259687 | No | 0.000000 | 225.766504 | High_spent_Large_value_payments | 1086.102746 | Good | 188 |
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