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| ID | Описание | Дата |
|---|---|---|
| 8405dca0-71a7-4b6e-b6f5-d64c756cc0e5 | revolutionize end-to-end portals | 2004-04-02 |
| 9e4a839f-c84e-4c98-bf2b-b17408355d2a | deliver value-added platforms | 2003-06-05 |
| 81a2e3b9-7d37-4fef-8c9b-c6524ba817a1 | e-enable killer technologies | 2010-08-20 |
| b93ff114-b0a5-454b-8580-e85fa1b71329 | leverage magnetic e-business | 2010-06-17 |
| 9ae51a99-e81f-41b2-9142-148864419cd6 | leverage transparent communities | 1970-11-03 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | Doctor | 35376.320 | 8 | 3 | 19 | 3 | 12 | 18 | 15.14 | 7.0 | Standard | 1166.47 | 28.448925 | Yes | 58.216670 | 317.506356 | Low_spent_Small_value_payments | 185.979640 | Standard | 220 |
| 36 | Engineer | 32901.790 | 4 | 5 | 1 | 1 | 7 | 9 | 5.89 | 0.0 | Good | 798.71 | 23.505444 | NM | 19.324081 | 287.208416 | Low_spent_Small_value_payments | 238.449086 | Good | 311 |
| 34 | Lawyer | 31741.570 | 4 | 4 | 15 | 1 | 23 | 6 | 7.78 | 7.0 | Standard | 1231.17 | 25.302752 | Yes | 16.904101 | 296.609829 | Low_spent_Small_value_payments | 262.299154 | Standard | 383 |
| 35 | Manager | 33177.950 | 5 | 4 | 17 | 4 | 21 | 20 | 8.12 | 5.0 | Standard | 261.12 | 27.896589 | No | 61.099413 | 52.703844 | High_spent_Large_value_payments | 415.379660 | Good | 320 |
| 47 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 34 | 12 | 15.71 | 2.0 | Standard | 328.70 | 25.785044 | Yes | 88.018628 | 175.866928 | Low_spent_Large_value_payments | 226.192610 | Standard | 298 |
| 41 | Doctor | 22533594.000 | 1 | 3 | 5 | 1 | 12 | 9 | 7.93 | 0.0 | Good | 919.31 | 31.453597 | No | 36.570539 | 411.376841 | Low_spent_Small_value_payments | 569.653120 | Good | 341 |
| 19 | Engineer | 94913.160 | 7 | 5 | 10 | 3 | 19 | 10 | 1.51 | 3.0 | Standard | 740.42 | 30.753134 | No | 131.998346 | 567.652883 | Low_spent_Medium_value_payments | 393.191771 | Standard | 0 |
| 39 | Writer | 34763.330 | 7 | 5 | 8 | 2 | 15 | 17 | 7.50 | 4.0 | Standard | 856.97 | 27.137259 | Yes | 44.582358 | 121.194230 | High_spent_Medium_value_payments | 375.017829 | Standard | 218 |
| 46 | Mechanic | 19731.160 | 7 | 4 | 12 | 4 | 8 | 13 | 17.01 | 3.0 | Standard | 382.35 | 35.911590 | NM | 34.156734 | 90.925223 | Low_spent_Small_value_payments | 353.644377 | Standard | 230 |
| 53 | Architect | 40457.960 | 0 | 6 | 6 | 0 | 29 | 6 | 5.86 | 0.0 | Good | 340.15 | 26.972291 | No | 0.000000 | 101.149836 | High_spent_Medium_value_payments | 468.599831 | Poor | 0 |
| 17 | Entrepreneur | 19559.450 | 5 | 4 | 20 | 4 | 14 | 20 | 13.77 | 5.0 | Standard | 1115.06 | 39.902875 | Yes | 38.287217 | 95.110353 | High_spent_Small_value_payments | 293.197847 | Standard | 226 |
| 43 | Scientist | 104118.690 | 5 | 7 | 5 | 3 | 17 | 12 | 14.65 | 9.0 | Standard | 555.27 | 34.911430 | Yes | 163.644597 | 326.920842 | High_spent_Medium_value_payments | 644.790311 | Standard | 262 |
| 30 | Developer | 165333.720 | 1 | 3 | 8 | 2 | 13 | 1 | 10.46 | 3.0 | Good | 868.51 | 44.992922 | NM | 189.466210 | 194.088806 | High_spent_Medium_value_payments | 1253.225984 | Good | 292 |
| 49 | Writer | 38750.410 | 1 | 5 | 7 | 4 | 5 | 0 | 8.39 | 1.0 | Good | 2.43 | 35.767453 | NM | 121.726641 | 25.289230 | High_spent_Large_value_payments | 391.704213 | Good | 394 |
| 22 | Mechanic | 20336.520 | 4 | 5 | 19 | 5 | 22 | 16 | 13.05 | 5.0 | Standard | 1398.96 | 37.311380 | Yes | 59.660696 | 25.055558 | High_spent_Large_value_payments | 314.054746 | Poor | 185 |
| 22 | Architect | 33911.020 | 3 | 5 | 14 | 1 | 12 | 9 | 7.71 | 6.0 | Standard | 459.16 | 28.666915 | No | 23.701338 | 184.317991 | Low_spent_Large_value_payments | 361.972504 | Standard | 241 |
| 44 | Writer | 17794.505 | 5 | 4 | 8 | 0 | 12 | 7 | 2.06 | 2.0 | Good | 84.02 | 25.749890 | No | 0.000000 | 24.928630 | High_spent_Large_value_payments | 349.158911 | Standard | 374 |
| 49 | Scientist | 101855.880 | 3 | 3 | 8 | 0 | 12 | 3 | 8.23 | 1.0 | Good | 1371.87 | 38.647278 | No | 0.000000 | 105.086900 | High_spent_Large_value_payments | 979.612100 | Standard | 232 |
| 25 | Accountant | 94031.700 | 8 | 4 | 13 | 2 | 17 | 683 | 8.17 | 4.0 | Standard | 147.52 | 29.017760 | No | 120.455060 | 115.364746 | High_spent_Medium_value_payments | 825.777694 | Standard | 292 |
| 21 | Developer | 11084744.000 | 4 | 6 | 5 | 4 | 13 | 9 | 6.17 | 4.0 | Good | 527.39 | 32.576274 | No | 97.640159 | 0.000000 | High_spent_Large_value_payments | 367.192831 | Standard | 246 |
| 30 | Developer | 33498.800 | 1 | 3 | 10 | 1 | 22 | 8 | 0.63 | 4.0 | Good | 787.72 | 31.951861 | No | 27.364965 | 240.286156 | Low_spent_Large_value_payments | 259.105546 | Standard | 363 |
| 25 | Engineer | 33574.440 | 7 | 7 | 16 | 4 | 9 | 17 | 7.05 | 0.0 | Standard | 79.95 | 27.453493 | No | 109.681172 | 166.012990 | High_spent_Small_value_payments | 270.792839 | Standard | 294 |
| 34 | Accountant | 20607.780 | 3 | 6 | 15 | 7 | 26 | 22 | 10.18 | 12.0 | Standard | 1441.67 | 27.679445 | Yes | 98.820959 | 145.699894 | Low_spent_Small_value_payments | 190.810647 | Poor | 70 |
| 38 | Accountant | 40925.460 | 5 | 5 | 31 | 2 | 30 | 10 | 14.12 | 12.0 | Standard | 1490.42 | 30.781263 | Yes | 63.995119 | 109.738322 | High_spent_Medium_value_payments | 391.512058 | Poor | 193 |
| 51 | Teacher | 30961.620 | 5 | 7 | 11 | 0 | 10 | 9 | 6.52 | 1.0 | Good | 1304.15 | 37.184510 | No | 0.000000 | 79.472586 | Low_spent_Small_value_payments | 438.840914 | Poor | 312 |
| 39 | Entrepreneur | 21710332.000 | 0 | 7 | 9 | 3 | 11 | 4 | 3.02 | 0.0 | Good | 886.95 | 26.446914 | No | 78.052255 | 265.420879 | Low_spent_Small_value_payments | 218.192866 | Good | 277 |
| 22 | Doctor | 23537.540 | 7 | 4 | 8 | 3 | 16 | 22 | 7.13 | 6.0 | Standard | 174.06 | 25.391308 | Yes | 53.558306 | 60.697820 | High_spent_Small_value_payments | 336.390040 | Standard | 116 |
| 42 | Architect | 112308.390 | 2 | 5 | 9 | 2 | 3 | 6 | 3.04 | 1.0 | Good | 666.31 | 28.058556 | No | 128.694791 | 542.884864 | Low_spent_Medium_value_payments | 572.623596 | Standard | 197 |
| 19 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 27 | 11 | 5.35 | 3.0 | Good | 742.09 | 38.870945 | No | 75.399386 | 0.000000 | Low_spent_Medium_value_payments | 691.585875 | Standard | 194 |
| 55 | Engineer | 11249.150 | 3 | 3 | 12 | 1 | 15 | 11 | 10.02 | 4.0 | Good | 612.08 | 36.938423 | No | 8.092135 | 51.128442 | Low_spent_Small_value_payments | 329.222340 | Good | 312 |
| 23 | Musician | 25656.050 | 4 | 4 | 10 | 0 | 17 | 10 | 5.30 | 0.0 | Standard | 1084.02 | 34.834238 | Yes | 0.000000 | 281.806507 | Low_spent_Small_value_payments | 248.893910 | Standard | 228 |
| 27 | Accountant | 33418.550 | 6 | 3 | 5 | 2 | 11 | 16 | 18.98 | 4.0 | Standard | 415.34 | 30.883246 | NM | 37.632330 | 193.074214 | Low_spent_Large_value_payments | 313.281372 | Standard | 127 |
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