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| ID | Описание | Дата |
|---|---|---|
| fc6ad68e-e95f-4532-9c3b-ea7d7657646f | drive real-time markets | 2003-06-07 |
| b02ed70d-7151-4468-870c-b90ec8e61f28 | aggregate plug-and-play metrics | 2014-09-11 |
| 962ad13a-822a-4c31-a10b-d812a07745ab | productize open-source infrastructures | 2004-07-25 |
| a023ba3f-c645-451d-91a3-397910c7beb1 | generate magnetic portals | 2000-01-22 |
| ff5f06ea-1e37-44ae-b4a2-1c58817e2b8a | utilize granular convergence | 1988-01-25 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34 | Lawyer | 19623.180 | 9 | 8 | 26 | 2 | 17 | 14 | 11.26 | 11.0 | Standard | 1369.54 | 31.931866 | Yes | 19.758728 | 159.733713 | Low_spent_Small_value_payments | 291.134059 | Poor | 91 |
| 43 | Developer | 44080.040 | 5 | 5 | 10 | 3 | 17 | 5 | 7.70 | 5.0 | Good | 443.01 | 27.141856 | No | 98.740572 | 301.698298 | Low_spent_Small_value_payments | 255.394797 | Standard | 239 |
| 42 | Entrepreneur | 31645.660 | 4 | 4 | 4 | 2 | 25 | 14 | 8.60 | 4.0 | Good | 807.06 | 31.223807 | No | 34.257541 | 49.257309 | High_spent_Medium_value_payments | 434.098983 | Good | 314 |
| 26 | Scientist | 111456.210 | 1 | 7 | 7 | 3 | 4 | 5 | 4.91 | 4.0 | Good | 317.32 | 39.350795 | No | 154.397390 | 181.575414 | High_spent_Large_value_payments | 836.828946 | Good | 362 |
| 47 | Media_Manager | 16319.375 | 7 | 3 | 1 | 2 | 16 | 16 | 8.67 | 9.0 | Standard | 1275.32 | 37.905492 | No | 16.291129 | 47.972521 | High_spent_Small_value_payments | 347.631142 | Standard | 284 |
| 27 | Lawyer | 23454.090 | 5 | 5 | 11 | 5 | 21 | 12 | 17.99 | 8.0 | Standard | 846.41 | 25.990153 | Yes | 73.348092 | 63.480910 | Low_spent_Medium_value_payments | 364.321748 | Standard | 147 |
| 39 | Developer | 110924.580 | 4 | 7 | 2 | 0 | 23 | 14 | 11.36 | 5.0 | Good | 1326.13 | 34.935142 | No | 0.000000 | 173.298198 | High_spent_Medium_value_payments | 988.073302 | Standard | 245 |
| 45 | Entrepreneur | 55281.020 | 3 | 5 | 10 | 4 | 5 | 15 | 19.18 | 4.0 | Standard | 522.67 | 39.864629 | Yes | 99.258963 | 0.000000 | Low_spent_Medium_value_payments | 381.614416 | Standard | 0 |
| 38 | Writer | 35669.970 | 5 | 7 | 19 | 2 | 14 | 13 | 15.45 | 4.0 | Standard | 657.81 | 30.082868 | Yes | 57.647958 | 236.383667 | Low_spent_Large_value_payments | 295.618125 | Standard | 191 |
| 21 | Teacher | 11426.590 | 4 | 7 | 5 | 0 | 31 | 13 | 10.56 | 11.0 | Standard | 465.10 | 33.538999 | NM | 0.000000 | 103.482536 | Low_spent_Small_value_payments | 280.039047 | Poor | 207 |
| 51 | Doctor | 121675.680 | 2 | 6 | 3 | 1 | 8 | 6 | 3.00 | 1.0 | Good | 984.27 | 33.424428 | No | 95.857347 | 192.981741 | High_spent_Large_value_payments | 959.724912 | Good | 194 |
| 55 | Manager | 16857.295 | 0 | 5 | 12 | 3 | 21 | 7 | 11.23 | 1.0 | Good | 741.75 | 36.669730 | No | 29.609551 | 18.035421 | High_spent_Large_value_payments | 304.532487 | Poor | 270 |
| 45 | Lawyer | 19427093.000 | 3 | 5 | 4 | 2 | 4 | 15 | 3.95 | 3.0 | Good | 677.68 | 34.493701 | No | 82.295777 | 62.649635 | High_spent_Large_value_payments | 623.097754 | Good | 367 |
| 20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 4 | 5 | 7.97 | 4.0 | Good | 1141.72 | 31.254156 | No | 66.377840 | 0.000000 | High_spent_Small_value_payments | 750.750143 | Standard | 341 |
| 42 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 11 | 0 | 13.86 | 4.0 | Standard | 1.37 | 37.173841 | NM | 60.277781 | 579.045515 | Low_spent_Small_value_payments | 308.747954 | Standard | 0 |
| 30 | Lawyer | 23317.740 | 4 | 5 | 12 | 3 | 24 | 14 | 0.60 | 0.0 | Good | 387.02 | 32.316198 | No | 32.033127 | 85.983946 | Low_spent_Large_value_payments | 362.897426 | Standard | 248 |
| 37 | Media_Manager | 28061.520 | 5 | 1 | 5 | 4 | 3 | 8 | 9.31 | 4.0 | Good | 1020.77 | 33.650988 | No | 49.432340 | 213.450455 | Low_spent_Small_value_payments | 239.963205 | Good | 243 |
| 26 | Mechanic | 40636.560 | 2 | 6 | 1 | 1 | 20 | 7 | 10.91 | 4.0 | Good | 490.98 | 30.723226 | No | 31.226807 | 145.549983 | High_spent_Medium_value_payments | 419.261210 | Standard | 337 |
| 32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 26 | 7 | 17.26 | 0.0 | Standard | 362.31 | 35.961978 | NM | 64.189623 | 91.698830 | High_spent_Medium_value_payments | 360.521130 | Standard | 250 |
| 46 | Media_Manager | 127160.940 | 4 | 7 | 3 | 2 | 15 | 3 | 3.55 | 3.0 | Good | 559.07 | 27.927258 | No | 136.126761 | 766.685233 | Low_spent_Small_value_payments | 471.262506 | Good | 326 |
| 24 | Lawyer | 10805.560 | 5 | 6 | 15 | 2 | 24 | 16 | 4.29 | 2.0 | Standard | 298.98 | 27.067025 | No | 13.161860 | 56.108438 | Low_spent_Small_value_payments | 283.476036 | Good | 215 |
| 40 | Engineer | 23621.480 | 5 | 4 | 18 | 0 | 7 | 16 | 17.96 | 0.0 | Standard | 1451.24 | 35.048075 | Yes | 0.000000 | 53.205573 | Low_spent_Large_value_payments | 432.640093 | Standard | 199 |
| 53 | Teacher | 69605.000 | 3 | 4 | 5 | 2 | 22 | 12 | 10.97 | 0.0 | Good | 1176.76 | 28.145743 | NM | 104.422543 | 0.000000 | High_spent_Large_value_payments | 593.631740 | Poor | 206 |
| 27 | Journalist | 34341.620 | 6 | 6 | 2 | 3 | 18 | 19 | 10.40 | 6.0 | Standard | 557.48 | 26.855227 | No | 57.175507 | 197.223059 | Low_spent_Small_value_payments | 350.681601 | Standard | 0 |
| 43 | Mechanic | 68898.000 | 7 | 4 | 11 | 0 | 24 | 16 | 9.80 | 5.0 | Standard | 312.14 | 37.945445 | No | 0.000000 | 310.265595 | Low_spent_Small_value_payments | 538.584405 | Poor | 336 |
| 29 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 5 | 15 | 3.26 | 8.0 | Standard | 1314.99 | 38.164934 | Yes | 0.000000 | 60.674010 | High_spent_Large_value_payments | 799.309823 | Standard | 218 |
| 24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 15 | 14 | 8.23 | 8.0 | Standard | 1460.73 | 35.536113 | Yes | 199.635763 | 227.968843 | High_spent_Medium_value_payments | 358.702561 | Standard | 228 |
| 41 | Architect | 147583.400 | 6 | 7 | 9 | 0 | 7 | 13 | 12.22 | 7.0 | Standard | 194.40 | 28.430435 | Yes | 0.000000 | 860.748815 | Low_spent_Small_value_payments | 651.712852 | Standard | 287 |
| 37 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 9 | 7.78 | 5.0 | Standard | 426.40 | 29.754600 | No | 92.526657 | 302.342679 | High_spent_Medium_value_payments | 799.083331 | Standard | 345 |
| 48 | Entrepreneur | 30678.970 | 1 | 7 | 2 | 4 | 9 | 7 | 6.74 | 0.0 | Good | 828.70 | 30.603702 | No | 53.737311 | 136.333165 | High_spent_Small_value_payments | 314.387606 | Poor | 321 |
| 20 | Scientist | 33426.960 | 10 | 6 | 34 | 7 | 60 | 27 | 1.79 | 8.0 | Bad | 1432.30 | 30.705394 | Yes | 187.191253 | 97.449428 | High_spent_Small_value_payments | 228.717319 | Standard | 219 |
| 30 | Teacher | 33896.530 | 7 | 3 | 18 | 2 | 27 | 10 | 13.95 | 5.0 | Standard | 807.65 | 37.928027 | NM | 40.293529 | 152.953145 | High_spent_Small_value_payments | 333.524409 | Standard | 327 |
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