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| ID | Описание | Дата |
|---|---|---|
| 0a69e86d-e781-4320-b834-cd41b1eb9c7c | unleash front-end interfaces | 2017-12-16 |
| 8ec8c033-87c5-47d7-aa3a-98d15eb25f86 | aggregate web-enabled convergence | 2003-10-14 |
| 68def72f-005b-4e63-871a-b1fbc35da81e | transition next-generation systems | 2006-03-07 |
| 136a1f2c-b710-470b-89c5-3ee776d491bd | enable synergistic relationships | 1995-04-14 |
| b29115ad-0562-44d2-b52c-86fcf3be881c | evolve extensible networks | 1973-04-28 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18 | Developer | 27070.070 | 7 | 3 | 11 | 4 | 12 | 15 | 5.68 | 6.0 | Standard | 919.76 | 34.061575 | NM | 73.233318 | 314.087575 | Low_spent_Small_value_payments | 154.563024 | Standard | 351 |
| 51 | Media_Manager | 47280.760 | 5 | 3 | 17 | 0 | 12 | 20 | 11.91 | 3.0 | Standard | 1134.41 | 27.178858 | Yes | 0.000000 | 97.924417 | High_spent_Small_value_payments | 533.381917 | Standard | 332 |
| 36 | Engineer | 53872.340 | 5 | 4 | 16 | 2 | 31 | 0 | 6.78 | 2.0 | Standard | 329.07 | 26.042733 | Yes | 82.632341 | 564.308371 | Low_spent_Small_value_payments | 99.595454 | Poor | 289 |
| 24 | Lawyer | 29404.310 | 6 | 7 | 9 | 1 | 22 | 20 | 7.35 | 4.0 | Good | 1288.52 | 27.047729 | No | 22.423316 | 212.301601 | Low_spent_Large_value_payments | 271.211000 | Good | 285 |
| 21 | Doctor | 47873.600 | 3 | 3 | 19 | 2 | 19 | 16 | 14.81 | 3.0 | Standard | 879.54 | 27.728182 | Yes | 57.865038 | 0.000000 | High_spent_Small_value_payments | 468.243162 | Poor | 306 |
| 48 | Writer | 100233.400 | 6 | 4 | 2 | 3 | 5 | 15 | 6.95 | 4.0 | Good | 616.68 | 37.078869 | No | 182.347046 | 0.000000 | High_spent_Large_value_payments | 776.893238 | Standard | 310 |
| 43 | Writer | 64090.040 | 4 | 7 | 8 | 2 | 0 | 0 | 0.70 | 4.0 | Good | 386.16 | 39.287158 | NM | 102.036773 | 153.434519 | High_spent_Medium_value_payments | 518.312375 | Standard | 228 |
| 56 | Architect | 151303.880 | 3 | 1 | 2 | 0 | 2 | 14 | 2.97 | 1.0 | Good | 1097.17 | 27.909126 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 603.753256 | Good | 198 |
| 55 | Writer | 35184.740 | 6 | 7 | 13 | 2 | 21 | 18 | 12.25 | 4.0 | Standard | 1036.03 | 33.669884 | Yes | 34.630064 | 146.144419 | Low_spent_Large_value_payments | 392.731683 | Standard | 0 |
| 48 | Journalist | 109652.700 | 2 | 4 | 12 | 2 | 13 | 5 | 11.79 | 1.0 | Good | 1056.45 | 26.118983 | No | 97.627531 | 597.633966 | Low_spent_Medium_value_payments | 516.511003 | Good | 391 |
| 37 | Musician | 116569.620 | 4 | 4 | 7 | 3 | 13 | 9 | 11.50 | 3.0 | Good | 757.70 | 29.173753 | No | 149.597462 | 360.603909 | High_spent_Medium_value_payments | 738.912128 | Standard | 235 |
| 18 | Manager | 11687.925 | 3 | 4 | 11 | 3 | 30 | 20 | 17.43 | 6.0 | Standard | 991.78 | 26.444164 | Yes | 18.079063 | 157.591427 | Low_spent_Small_value_payments | 235.628884 | Standard | 0 |
| 38 | Journalist | 99995.220 | 0 | 3 | 8 | 1 | 6 | 7 | 11.32 | 2.0 | Good | 526.80 | 40.008377 | No | 66.428338 | 241.474110 | High_spent_Medium_value_payments | 798.191052 | Poor | 381 |
| 34 | Entrepreneur | 93536.040 | 6 | 6 | 20 | 0 | 10 | 19 | 11.83 | 3.0 | Standard | 863.78 | 42.206605 | Yes | 0.000000 | 80.942382 | High_spent_Large_value_payments | 915.624618 | Standard | 323 |
| 25 | Architect | 81779.540 | 3 | 7 | 7 | 0 | 28 | 2 | 4.36 | 2.0 | Good | 824.62 | 36.452684 | No | 0.000000 | 641.802888 | Low_spent_Small_value_payments | 308.393279 | Poor | 292 |
| 31 | Architect | 10455.875 | 6 | 5 | 12 | 3 | 11 | 0 | 11.71 | 0.0 | Good | 83.16 | 40.465827 | No | 25.748448 | 80.255305 | Low_spent_Small_value_payments | 256.928539 | Good | 278 |
| 52 | Scientist | 90789.210 | 1 | 6 | 5 | 2 | 10 | 9 | 3.53 | 8.0 | Good | 18.15 | 28.941142 | No | 105.505251 | 280.120247 | Low_spent_Large_value_payments | 668.051252 | Good | 199 |
| 54 | Accountant | 14566.335 | 4 | 5 | 7 | 3 | 17 | 13 | 6.22 | 3.0 | Good | 765.44 | 40.035934 | No | 19.082335 | 59.857840 | High_spent_Small_value_payments | 291.645950 | Good | 370 |
| 26 | Writer | 113105.100 | 4 | 3 | 12 | 1 | 2 | 3 | 3.47 | 4.0 | Good | 1037.47 | 34.846939 | No | 50.326679 | 65.660261 | High_spent_Large_value_payments | 1051.855560 | Good | 219 |
| 51 | Musician | 68948.320 | 4 | 2 | 4 | 1 | 13 | 7 | 0.00 | 4.0 | Good | 287.63 | 29.639483 | No | 57.218288 | 545.067054 | Low_spent_Medium_value_payments | 244.883991 | Good | 200 |
| 31 | Accountant | 126253.650 | 0 | 2 | 1 | 2 | 4 | 9 | 1.08 | 2.0 | Good | 3.50 | 31.490383 | No | 194.273077 | 146.718061 | High_spent_Large_value_payments | 930.522611 | Standard | 378 |
| 50 | Lawyer | 22914.660 | 8 | 3 | 10 | 3 | 6 | 8 | 16.66 | 3.0 | Standard | 345.85 | 28.951656 | Yes | 49.375874 | 0.000000 | Low_spent_Large_value_payments | 308.173840 | Standard | 397 |
| 17 | Writer | 14739.960 | 6 | 5 | 16 | 4 | 8 | 16 | 14.38 | 9.0 | Standard | 1298.28 | 35.014497 | Yes | 47.731877 | 0.000000 | Low_spent_Small_value_payments | 248.968256 | Poor | 161 |
| 38 | Doctor | 96960.210 | 6 | 4 | 8 | 0 | 24 | 17 | 6.52 | 2.0 | Standard | 1144.73 | 36.791950 | NM | 0.000000 | 273.093634 | High_spent_Medium_value_payments | 770.308116 | Standard | 264 |
| 36 | Media_Manager | 35719.400 | 3 | 2 | 11 | 2 | 12 | 12 | 8.54 | 7.0 | Good | 1468.61 | 40.227497 | NM | 48.006610 | 130.088441 | Low_spent_Large_value_payments | 372.166616 | Good | 0 |
| 41 | Manager | 14335.460 | 4 | 3 | 8 | 1 | 13 | 13 | 8.60 | 8.0 | Standard | 726.59 | 29.380294 | Yes | 9.987632 | 110.656447 | Low_spent_Small_value_payments | 278.118087 | Standard | 277 |
| 36 | Architect | 77594.480 | 10 | 10 | 29 | 4 | 32 | 17 | 19.04 | 6.0 | Standard | 1360.54 | 37.704054 | Yes | 138.834402 | 642.460341 | Low_spent_Small_value_payments | 172.425924 | Poor | 154 |
| 46 | Teacher | 21537.990 | 5 | 5 | 15 | 0 | 12 | 8 | 11.85 | 4.0 | Standard | 599.23 | 30.276866 | No | 0.000000 | 33.290705 | High_spent_Small_value_payments | 379.792545 | Good | 205 |
| 34 | Media_Manager | 14956.120 | 2 | 6 | 1 | 2 | 30 | 4 | 9.17 | 2.0 | Good | 851.44 | 24.344991 | No | 17.739127 | 62.824895 | Low_spent_Medium_value_payments | 322.970311 | Poor | 0 |
| 33 | Musician | 144968.360 | 8 | 4 | 13 | 2 | 10 | 6 | 0.00 | 7.0 | Standard | 585.96 | 38.776543 | Yes | 150.065602 | 1111.637318 | Low_spent_Medium_value_payments | 224.966747 | Standard | 357 |
| 30 | Media_Manager | 49854.920 | 8 | 3 | 17 | 3 | 7 | 12 | 8.07 | 4.0 | Standard | 1044.78 | 24.852163 | Yes | 62.831648 | 370.661409 | Low_spent_Large_value_payments | 258.164610 | Standard | 211 |
| 39 | Accountant | 5556554.000 | 0 | 5 | 9 | 4 | 7 | 12 | 5.74 | 6.0 | Good | 683.67 | 28.891172 | No | 42.846609 | 120.951244 | Low_spent_Small_value_payments | 260.465606 | Standard | 353 |
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