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| ID | Описание | Дата |
|---|---|---|
| cf506c79-c528-47c5-8dcd-de4732e63427 | expedite e-business e-business | 2009-07-09 |
| 9364638a-c760-4e6c-b582-bca9a4dfea77 | leverage user-centric methodologies | 2013-02-08 |
| 75b52b60-14b7-4097-8f43-e1ec1b6abb4a | utilize ubiquitous metrics | 1979-08-27 |
| 0fd22fb4-f8b7-42e4-81dd-0a6cb748c949 | repurpose vertical e-markets | 2009-09-21 |
| 0fb8c329-085f-4374-bc49-c64d0dcda8e4 | aggregate B2B interfaces | 1986-05-21 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | Musician | 20188.020 | 4 | 3 | 6 | 3 | 9 | 6 | 1.31 | 0.0 | Good | 399.92 | 33.004611 | No | 25.580281 | 148.258169 | Low_spent_Medium_value_payments | 291.295050 | Standard | 246 |
| 48 | Writer | 35670.660 | 1 | 7 | 6 | 0 | 10 | 4 | 4.16 | 8.0 | Good | 1324.42 | 25.792971 | No | 0.000000 | 157.656784 | Low_spent_Large_value_payments | 420.398716 | Standard | 348 |
| 35 | Teacher | 133377.210 | 0 | 5 | 5 | 2 | 1 | 4 | 8.16 | 3.0 | Good | 1131.70 | 36.916211 | No | 171.948543 | 621.700366 | High_spent_Small_value_payments | 577.827841 | Poor | 271 |
| 54 | Journalist | 88688.940 | 3 | 7 | 8 | 0 | 16 | 0 | 3.23 | 3.0 | Good | 120.02 | 29.790670 | No | 0.000000 | 571.349953 | Low_spent_Medium_value_payments | 437.424547 | Poor | 233 |
| 48 | Mechanic | 124814.040 | 1 | 3 | 7 | 2 | 26 | 1 | 6.36 | 4.0 | Good | 660.33 | 30.552590 | No | 138.019433 | 575.981967 | Low_spent_Large_value_payments | 572.415600 | Poor | 268 |
| 49 | Writer | 31002.860 | 8 | 6 | 10 | 0 | 5 | 12 | 5.10 | 2.0 | Standard | 1256.70 | 35.630254 | Yes | 0.000000 | 91.522776 | High_spent_Medium_value_payments | 443.334391 | Standard | 311 |
| 29 | Entrepreneur | 63788.880 | 8 | 7 | 17 | 0 | 19 | 11 | 0.68 | 1.0 | Standard | 1081.09 | 24.829949 | No | 0.000000 | 159.544535 | High_spent_Medium_value_payments | 595.029465 | Standard | 230 |
| 31 | Accountant | 15289.330 | 8 | 6 | 12 | 7 | 20 | 16 | 11.29 | 8.0 | Standard | 12.90 | 27.619252 | Yes | 44.720548 | 54.684895 | Low_spent_Small_value_payments | 332.305641 | Standard | 94 |
| 21 | Architect | 67518.810 | 8 | 5 | 8 | 1 | 9 | 17 | 8.88 | 5.0 | Standard | 264.70 | 28.534924 | No | 28.658581 | 601.094849 | Low_spent_Small_value_payments | 196.803321 | Standard | 274 |
| 27 | Doctor | 28385.620 | 4 | 6 | 10 | 7 | 6 | 0 | 7.48 | 4.0 | Standard | 64.65 | 26.686680 | Yes | 88.631258 | 105.929271 | High_spent_Medium_value_payments | 305.486305 | Standard | 205 |
| 55 | Manager | 20515.940 | 7 | 5 | 15 | 2 | 21 | 19 | 7.47 | 1.0 | Standard | 878.79 | 26.918303 | No | 20.774306 | 74.528849 | Low_spent_Large_value_payments | 339.663012 | Standard | 186 |
| 34 | Manager | 30771.540 | 4 | 6 | 18 | 7 | 19 | 18 | 25.25 | 4.0 | Standard | 246.06 | 31.283170 | Yes | 162.401814 | 203.814102 | Low_spent_Large_value_payments | 178.713584 | Standard | 109 |
| 32 | Media_Manager | 28806.440 | 4 | 3 | 6 | 5 | 28 | 19 | 12.26 | 8.0 | Standard | 332.57 | 38.543461 | Yes | 112.635048 | 74.771155 | High_spent_Medium_value_payments | 298.747463 | Standard | 156 |
| 19 | Accountant | 34039.540 | 5 | 4 | 17 | 4 | 10 | 15 | 10.17 | 0.0 | Standard | 197.39 | 37.287523 | Yes | 83.745541 | 124.160837 | Low_spent_Large_value_payments | 334.956456 | Standard | 275 |
| 37 | Mechanic | 70058.880 | 7 | 4 | 9 | 0 | 30 | 19 | 9.63 | 1.0 | Standard | 289.82 | 26.457829 | No | 0.000000 | 388.154023 | Low_spent_Medium_value_payments | 490.869977 | Standard | 376 |
| 46 | Musician | 9857.290 | 5 | 5 | 20 | 2 | 10 | 18 | 9.39 | 1.0 | Standard | 85.92 | 22.749821 | No | 16.171593 | 98.875856 | Low_spent_Small_value_payments | 259.896634 | Standard | 225 |
| 48 | Lawyer | 18613.045 | 1 | 3 | 5 | 3 | 29 | 6 | 8.54 | 9.0 | Good | 1288.31 | 30.817482 | No | 34.396064 | 146.692777 | Low_spent_Small_value_payments | 248.319867 | Poor | 203 |
| 52 | Engineer | 74766.860 | 4 | 7 | 2 | 3 | 13 | 11 | 3.82 | 1.0 | Good | 107.57 | 31.783695 | No | 153.394994 | 0.000000 | High_spent_Small_value_payments | 414.516503 | Poor | 268 |
| 41 | Engineer | 22195.605 | 0 | 4 | 4 | 0 | 5 | 8 | 3.61 | 2.0 | Good | 1378.67 | 28.657522 | No | 0.000000 | 24.038847 | High_spent_Medium_value_payments | 428.124528 | Standard | 0 |
| 23 | Mechanic | 13000.735 | 7 | 3 | 7 | 4 | 11 | 14 | 11.51 | 5.0 | Standard | 1152.68 | 23.639334 | No | 35.513084 | 129.666909 | Low_spent_Small_value_payments | 252.459466 | Standard | 219 |
| 34 | Media_Manager | 59226.150 | 7 | 4 | 7 | 3 | 16 | 15 | 8.70 | 3.0 | Good | 710.49 | 40.322190 | No | 94.884157 | 0.000000 | Low_spent_Large_value_payments | 338.533895 | Good | 305 |
| 37 | Entrepreneur | 125027.240 | 4 | 3 | 5 | 1 | 11 | 6 | 8.58 | 5.0 | Good | 836.14 | 29.670895 | No | 80.836642 | 596.424944 | Low_spent_Medium_value_payments | 618.032081 | Good | 245 |
| 41 | Developer | 21652.195 | 3 | 2 | 10 | 4 | 0 | 0 | 2.35 | 1.0 | Good | 181.80 | 31.543960 | No | 40.435677 | 190.824013 | Low_spent_Small_value_payments | 209.775269 | Good | 356 |
| 29 | Writer | 107392.950 | 6 | 3 | 20 | 1 | 10 | 18 | 11.88 | 1.0 | Standard | 210.01 | 37.561602 | Yes | 51.959825 | 1034.081469 | Low_spent_Small_value_payments | 103.899956 | Standard | 307 |
| 40 | Mechanic | 16997.715 | 2 | 2 | 7 | 2 | 3 | 13 | 2.73 | 1.0 | Good | 1204.59 | 29.891792 | No | 26.564625 | 73.512545 | Low_spent_Small_value_payments | 310.070454 | Good | 263 |
| 24 | Lawyer | 23035.150 | 6 | 7 | 17 | 5 | 22 | 16 | 19.39 | 4.0 | Standard | 954.44 | 35.262476 | Yes | 91.774611 | 145.589058 | Low_spent_Large_value_payments | 222.795915 | Standard | 101 |
| 38 | Developer | 140254.920 | 5 | 1 | 12 | 0 | 8 | 10 | 1.24 | 2.0 | Good | 663.25 | 32.444997 | NM | 0.000000 | 938.322805 | Low_spent_Medium_value_payments | 534.668195 | Standard | 227 |
| 34 | Engineer | 98983.170 | 4 | 4 | 5 | 3 | 9 | 19 | 18.95 | 7.0 | Standard | 296.58 | 29.842965 | Yes | 180.968935 | 67.289468 | High_spent_Large_value_payments | 839.601347 | Standard | 280 |
| 40 | Writer | 16367.605 | 5 | 7 | 9 | 4 | 2 | 3 | 10.06 | 1.0 | Good | 996.40 | 26.482039 | No | 50.192752 | 63.044280 | Low_spent_Small_value_payments | 298.959676 | Poor | 397 |
| 23 | Accountant | 43615.200 | 4 | 6 | 3 | 4 | 11 | 9 | 6.46 | 7.0 | Good | 1030.50 | 36.956316 | No | 128.549987 | 201.886528 | Low_spent_Small_value_payments | 301.623486 | Standard | 245 |
| 43 | Lawyer | 15819.120 | 5 | 6 | 9 | 0 | 17 | 11 | 8.95 | 6.0 | Standard | 114.81 | 35.035105 | No | 0.000000 | 86.349524 | Low_spent_Medium_value_payments | 332.976476 | Standard | 300 |
| 24 | Scientist | 16937.425 | 4 | 5 | 4 | 1 | 10 | 2 | 0.00 | 1.0 | Good | 167.57 | 27.774953 | No | 7.247943 | 0.000000 | Low_spent_Small_value_payments | 341.658045 | Good | 264 |
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