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| ID | Описание | Дата |
|---|---|---|
| a4de6d93-f988-4c03-9771-3551eca373d5 | revolutionize cross-platform paradigms | 2015-02-23 |
| 6b118bf5-3343-4110-ac0e-2487c18be032 | engineer cross-platform vortals | 2013-06-22 |
| a5c00614-597e-47ca-8763-1632bef53e9e | matrix cross-platform platforms | 2009-06-15 |
| 5b48fca3-5dd2-4da1-8235-1c065da9a1cb | incentivize e-business ROI | 1998-02-19 |
| 94296532-cd5b-4b96-9ca6-94a644fc94e6 | utilize virtual convergence | 2011-07-24 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | Teacher | 133410.660 | 1 | 3 | 4 | 0 | 5 | 5 | 1.05 | 3.0 | Good | 933.84 | 43.543081 | No | 0.000000 | 190.181210 | High_spent_Medium_value_payments | 1198.574290 | Good | 329 |
| 53 | Developer | 43504.070 | 5 | 4 | 2 | 2 | 13 | 3 | 6.76 | 2.0 | Good | 530.51 | 29.722298 | No | 53.428337 | 224.238921 | High_spent_Small_value_payments | 359.066658 | Standard | 366 |
| 29 | Developer | 60417.680 | 5 | 4 | 18 | 1 | 17 | 9 | 8.30 | 4.0 | Standard | 1010.73 | 38.457917 | No | 27.460927 | 336.250671 | High_spent_Small_value_payments | 420.069069 | Standard | 386 |
| 51 | Scientist | 93847.860 | 3 | 4 | 12 | 3 | 12 | 5 | 11.52 | 1.0 | Standard | 1405.22 | 34.334941 | No | 196.726702 | 315.289217 | High_spent_Medium_value_payments | 497.949582 | Standard | 191 |
| 30 | Accountant | 62546.800 | 5 | 6 | 8 | 2 | 9 | 16 | 7.63 | 4.0 | Good | 1146.47 | 32.087230 | No | 69.720842 | 245.656026 | High_spent_Small_value_payments | 439.746465 | Poor | 228 |
| 18 | Entrepreneur | 134734.160 | 7 | 7 | 11 | 2 | 21 | 3040 | 2.11 | 2.0 | Standard | 45.12 | 43.599943 | No | 153.813948 | 162.850101 | High_spent_Large_value_payments | 1041.820618 | Standard | 0 |
| 29 | Manager | 162713.280 | 2 | 3 | 10 | 1 | 8 | 2 | 3.13 | 3.0 | Good | 640.07 | 42.351458 | No | 97.859363 | 590.271425 | High_spent_Small_value_payments | 939.113212 | Standard | 0 |
| 24 | Musician | 82823.920 | 4 | 5 | 18 | 2 | 25 | 11 | 11.59 | 7.0 | Standard | 171.45 | 30.654764 | Yes | 118.064832 | 521.237692 | Low_spent_Medium_value_payments | 350.596810 | Poor | 159 |
| 39 | Writer | 9500.235 | 4 | 3 | 11 | 3 | 20 | 9 | 2.30 | 4.0 | Good | 459.49 | 30.331024 | No | 17.716996 | 47.186411 | Low_spent_Small_value_payments | 319.865218 | Good | 371 |
| 22 | Teacher | 25312.340 | 3 | 6 | 5 | 2 | 16 | 16 | 10.54 | 2.0 | Standard | 893.13 | 39.505937 | Yes | 37.091824 | 60.052752 | Low_spent_Large_value_payments | 358.591590 | Standard | 243 |
| 30 | Mechanic | 7206.845 | 3 | 4 | 14 | 4 | 24 | 21 | 17.42 | 4.0 | Standard | 1322.77 | 29.015485 | Yes | 19.355185 | 35.841064 | Low_spent_Medium_value_payments | 296.460793 | Standard | 179 |
| 34 | Lawyer | 127720.400 | 5 | 6 | 12 | 0 | 4 | 8 | 1.82 | 3.0 | Good | 356.24 | 43.539508 | No | 0.000000 | 234.100236 | High_spent_Large_value_payments | 1079.836430 | Standard | 353 |
| 35 | Manager | 36130.890 | 5 | 7 | 20 | 2 | 10 | 10 | 2.13 | 3.0 | Standard | 1395.65 | 34.088291 | No | 32.589795 | 87.244617 | High_spent_Medium_value_payments | 449.456339 | Good | 346 |
| 55 | Mechanic | 69388.260 | 2 | 4 | 6 | 0 | 8 | 1 | 8.16 | 2.0 | Good | 819.98 | 30.914231 | No | 0.000000 | 627.831299 | Low_spent_Small_value_payments | 216.504201 | Poor | 263 |
| 41 | Scientist | 131865.000 | 5 | 7 | 8 | 3 | 19 | 10 | 17.65 | 1.0 | Good | 602.02 | 36.937398 | No | 189.207909 | 735.948721 | Low_spent_Medium_value_payments | 470.718370 | Poor | 324 |
| 35 | Journalist | 125264.960 | 4 | 3 | 3 | 0 | 27 | 6 | 5.53 | 2.0 | Good | 950.59 | 29.467114 | No | 0.000000 | 481.194578 | Low_spent_Large_value_payments | 829.280088 | Poor | 304 |
| 41 | Architect | 106122.030 | 3 | 1 | 3 | 1 | 6 | 8 | 5.87 | 1.0 | Good | 1144.03 | 30.435918 | No | 78.776895 | 183.633133 | High_spent_Large_value_payments | 842.840222 | Good | 227 |
| 30 | Engineer | 24974.350 | 8 | 7 | 8 | 0 | 26 | 10 | 12.58 | 9.0 | Standard | 331.11 | 23.550450 | Yes | 0.000000 | 50.291662 | High_spent_Large_value_payments | 406.327922 | Standard | 0 |
| 34 | Engineer | 112812.240 | 0 | 5 | 2 | 0 | 15 | 9 | 1.19 | 4.0 | Good | 506.96 | 41.961983 | NM | 0.000000 | 531.289148 | Low_spent_Medium_value_payments | 690.412852 | Poor | 0 |
| 52 | Scientist | 44895.610 | 1 | 6 | 6 | 4 | 17 | 0 | 7.37 | 1.0 | Good | 728.29 | 30.315980 | NM | 83.718564 | 64.103303 | High_spent_Large_value_payments | 461.908216 | Poor | 293 |
| 25 | Developer | 15476.640 | 0 | 4 | 1 | 3 | 14 | 10 | 11.57 | 1.0 | Good | 1285.01 | 26.819544 | No | 35.681358 | 117.553474 | Low_spent_Small_value_payments | 254.237168 | Poor | 287 |
| 41 | Scientist | 47521.560 | 3 | 4 | 10 | 5 | 27 | 14 | 6.08 | 11.0 | Standard | 1084.43 | 37.475257 | Yes | 163.763706 | 257.443939 | Low_spent_Medium_value_payments | 271.605355 | Poor | 158 |
| 54 | Writer | 31306.480 | 9 | 7 | 7 | 0 | 19 | 15 | 9.38 | 2.0 | Standard | 1026.13 | 38.036806 | Yes | 0.000000 | 41.511409 | High_spent_Large_value_payments | 441.675924 | Standard | 237 |
| 25 | Mechanic | 118831.620 | 0 | 6 | 6 | 2 | 7 | 0 | 2.37 | 6.0 | Good | 1406.77 | 33.038963 | No | 138.438131 | 515.725003 | Low_spent_Small_value_payments | 598.400366 | Standard | 373 |
| 16 | Doctor | 40944.820 | 7 | 7 | 17 | 3 | 17 | 13 | 13.40 | 7.0 | Standard | 948.81 | 27.915027 | Yes | 93.984167 | 90.373360 | High_spent_Medium_value_payments | 424.449306 | Standard | 299 |
| 33 | Mechanic | 29818.780 | 4 | 4 | 7 | 2 | 5 | 1 | 5.99 | 6.0 | Good | 702.20 | 28.150878 | No | 45.977299 | 31.520724 | High_spent_Medium_value_payments | 398.291811 | Good | 378 |
| 20 | Teacher | 131698.960 | 4 | 3 | 2 | 0 | 4 | 11 | 10.90 | 2.0 | Good | 959.06 | 44.171571 | No | 0.000000 | 166.020830 | High_spent_Large_value_payments | 1193.670503 | Good | 354 |
| 17 | Entrepreneur | 19457.500 | 5 | 7 | 15 | 1 | 5 | 17 | 17.11 | 6.0 | Standard | 198.06 | 35.253323 | NM | 9.012223 | 123.673617 | Low_spent_Large_value_payments | 327.759993 | Standard | 301 |
| 23 | Engineer | 15710.265 | 5 | 7 | 5 | 1 | 14 | 17 | 14.63 | 3.0 | Standard | 1012.23 | 26.538514 | Yes | 10.607774 | 25.342871 | High_spent_Large_value_payments | 319.268230 | Standard | 0 |
| 35 | Doctor | 114684.320 | 5 | 5 | 19 | 3 | 8 | 0 | 12.47 | 3.0 | Standard | 542.26 | 33.286744 | Yes | 147.541038 | 96.699360 | High_spent_Large_value_payments | 973.462269 | Standard | 238 |
| 26 | Entrepreneur | 39890.280 | 3 | 5 | 15 | 6 | 18 | 10 | 11.34 | 7.0 | Standard | 264.32 | 31.619786 | Yes | 149.164384 | 49.220311 | High_spent_Large_value_payments | 397.734305 | Standard | 62 |
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