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| ID | Описание | Дата |
|---|---|---|
| d78bd010-a754-498c-b966-4b96cf9b87bd | strategize cutting-edge supply-chains | 2007-11-26 |
| e79b9560-22a9-4395-a7d7-d4d3e189057c | enhance scalable ROI | 2000-03-19 |
| ae7555c3-7137-4420-b6a6-83bdaf4fccdb | exploit mission-critical bandwidth | 1989-09-06 |
| 185578f8-3e86-4d6e-a41f-deb827fa4dbc | extend ubiquitous paradigms | 1985-07-06 |
| b9b18497-d15e-4af9-93e4-f007d5f95f91 | cultivate best-of-breed e-markets | 1989-03-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35 | Lawyer | 19623.180 | 9 | 8 | 26 | 2 | 19 | 14 | 11.26 | 11.0 | Standard | 1369.54 | 24.874415 | Yes | 19.758728 | 35.518625 | High_spent_Large_value_payments | 365.349147 | Standard | 94 |
| 43 | Developer | 44080.040 | 5 | 5 | 10 | 3 | 17 | 5 | 7.70 | 5.0 | Good | 443.01 | 35.995548 | No | 193.578468 | 445.174523 | Low_spent_Small_value_payments | 111.918571 | Poor | 242 |
| 43 | Entrepreneur | 31645.660 | 4 | 4 | 4 | 2 | 29 | 14 | 8.60 | 4.0 | Good | 807.06 | 23.665871 | No | 34.257541 | 179.439667 | Low_spent_Large_value_payments | 323.916625 | Good | 319 |
| 44 | Accountant | 19795.890 | 3 | 3 | 12 | 1 | 24 | 14 | 14.71 | 2.0 | Standard | 582.75 | 24.967565 | Yes | 10.140083 | 155.464393 | Low_spent_Small_value_payments | 259.661274 | Standard | 320 |
| 40 | Accountant | 21384.940 | 4 | 4 | 15 | 2 | 22 | 12 | 14.37 | 5.0 | Standard | 691.53 | 25.672194 | Yes | 22.095625 | 0.000000 | Low_spent_Small_value_payments | 285.171494 | Standard | 318 |
| 18 | Architect | 31916.170 | 4 | 3 | 20 | 4 | 13 | 18 | 5.73 | 0.0 | Standard | 90.18 | 36.990639 | Yes | 97.662755 | 100.110279 | Low_spent_Large_value_payments | 364.195049 | Standard | 199 |
| 21 | Media_Manager | 97414.800 | 8 | 3 | 12 | 2 | 17 | 11 | 10.20 | 0.0 | Standard | 496.40 | 38.386550 | No | 84.637051 | 515.636679 | Low_spent_Large_value_payments | 483.216271 | Standard | 234 |
| 45 | Entrepreneur | 55281.020 | 3 | 5 | 10 | 4 | 5 | 15 | 19.18 | 7.0 | Standard | 522.67 | 34.303582 | Yes | 99.258963 | 255.522030 | Low_spent_Medium_value_payments | 396.594174 | Poor | 118 |
| 35 | Developer | 89417.160 | 7 | 4 | 19 | 0 | 22 | 10 | 15.97 | 4.0 | Standard | 330.68 | 24.191819 | Yes | 0.000000 | 524.363906 | Low_spent_Medium_value_payments | 472.679094 | Standard | 304 |
| 23 | Journalist | 9608.030 | 7 | 4 | 10 | 6 | 7 | 11 | 10.44 | 5.0 | Standard | 1494.17 | 31.254274 | Yes | 25.467999 | 36.485160 | Low_spent_Small_value_payments | 301.613758 | Standard | 161 |
| 30 | Mechanic | 77561.640 | 7 | 4 | 16 | 4 | 24 | 17 | 10.36 | 2.0 | Standard | 680.25 | 33.572399 | No | 141.764826 | 413.266210 | Low_spent_Medium_value_payments | 385.415964 | Standard | 209 |
| 55 | Manager | 16857.295 | 0 | 5 | 12 | 3 | 26 | 8 | 4.23 | 1.0 | Good | 741.75 | 33.208316 | No | 94.861737 | 35.228444 | Low_spent_Large_value_payments | 317.339464 | Poor | 273 |
| 40 | Writer | 105950.760 | 6 | 5 | 12 | 1 | 21 | 17 | 10.18 | 3.0 | Standard | 746.19 | 32.765121 | No | 46.544721 | 0.000000 | Low_spent_Large_value_payments | 757.998939 | Standard | 358 |
| 53 | Journalist | 93163.520 | 4 | 4 | 9 | 3 | 6 | 10 | 6.51 | 1.0 | Standard | 13.57 | 36.140527 | No | 149.072765 | 265.633213 | High_spent_Medium_value_payments | 618.156689 | Good | 313 |
| 23 | Entrepreneur | 33494.580 | 8 | 5 | 12 | 3 | 7 | 16 | 10.80 | 6.0 | Standard | 1257.38 | 26.981941 | Yes | 70.035459 | 0.000000 | High_spent_Large_value_payments | 418.023772 | Standard | 97 |
| 43 | Entrepreneur | 17286.510 | 3 | 3 | 17 | 1 | 11 | 15 | 15.71 | 3.0 | Standard | 757.38 | 32.698960 | No | 12.241120 | 155.604811 | Low_spent_Small_value_payments | 253.008319 | Standard | 290 |
| 38 | Media_Manager | 28061.520 | 5 | 1 | 5 | 4 | 3 | 9 | 9.31 | 4.0 | Good | 1020.77 | 31.989026 | No | 49.432340 | 0.000000 | High_spent_Large_value_payments | 350.613295 | Good | 247 |
| 22 | Engineer | 88556.580 | 6 | 3 | 12 | 1 | 16 | 19 | 2.16 | 3.0 | Standard | 968.19 | 40.828033 | No | 61.138069 | 632.582620 | Low_spent_Large_value_payments | 322.750811 | Standard | 351 |
| 32 | Doctor | 89154.270 | 3 | 4 | 17 | 2 | 9 | 13 | 12.58 | 8.0 | Standard | 102.66 | 30.264574 | Yes | 146.096737 | 293.166595 | High_spent_Medium_value_payments | 533.088918 | Standard | 264 |
| 27 | Manager | 8446.240 | 8 | 5 | 16 | 3 | 18 | 19 | 2.46 | 9.0 | Bad | 1425.23 | 35.842074 | Yes | 18.585045 | 99.161561 | Low_spent_Medium_value_payments | 259.338727 | Poor | 224 |
| 26 | Engineer | 83210.280 | 4 | 7 | 17 | 2 | 5 | 11 | 12.50 | 8.0 | Standard | 1001.02 | 31.873360 | NM | 122.008249 | 244.774588 | High_spent_Medium_value_payments | 588.336163 | Standard | 198 |
| 41 | Engineer | 23621.480 | 5 | 4 | 18 | 0 | 7 | 16 | 17.96 | 2.0 | Standard | 1451.24 | 31.279119 | Yes | 0.000000 | 73.051196 | Low_spent_Medium_value_payments | 422.794471 | Standard | 203 |
| 31 | Writer | 95389.710 | 6 | 7 | 16 | 1 | 24 | 0 | 11.92 | 1.0 | Standard | 544.02 | 32.580633 | Yes | 42.202249 | 148.699548 | High_spent_Large_value_payments | 814.912453 | Standard | 352 |
| 23 | Writer | 10456.235 | 4 | 8 | 25 | 2 | 23 | 10 | 16.40 | 11.0 | Standard | 1498.73 | 30.988531 | Yes | 9.822822 | 140.791218 | Low_spent_Small_value_payments | 248.421252 | Poor | 120 |
| 42 | Entrepreneur | 18170.075 | 3 | 2 | 5 | 3 | 3 | 7 | 2.16 | 4.0 | Good | 836.95 | 31.053848 | No | 43.728462 | 79.989896 | Low_spent_Large_value_payments | 324.798934 | Good | 0 |
| 29 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 5 | 15 | 7.26 | 8.0 | Standard | 1314.99 | 36.081040 | Yes | 0.000000 | 78.046599 | High_spent_Medium_value_payments | 791.937234 | Standard | 221 |
| 24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 21 | 14 | 8.23 | 8.0 | Standard | 1460.73 | 31.076448 | Yes | 199.635763 | 0.000000 | High_spent_Medium_value_payments | 397.852687 | Standard | 231 |
| 41 | Architect | 147583.400 | 6 | 7 | 9 | 0 | 7 | 16 | 12.22 | 10.0 | Standard | 194.40 | 27.478455 | Yes | 0.000000 | 1065.341871 | Low_spent_Medium_value_payments | 437.119795 | Standard | 291 |
| 45 | Accountant | 88380.160 | 7 | 7 | 19 | 3 | 11 | 22 | 8.70 | 7.0 | Standard | 124.29 | 32.729993 | Yes | 129.723699 | 0.000000 | Low_spent_Small_value_payments | 137.416645 | Standard | 310 |
| 18 | Engineer | 13190.345 | 3 | 4 | 5 | 1 | 20 | 23 | 6.40 | 1.0 | Standard | 578.60 | 25.511614 | Yes | 9.896018 | 80.453247 | Low_spent_Medium_value_payments | 302.770277 | Standard | 341 |
| 54 | Developer | 134035.080 | 0 | 5 | 10 | 2 | 3 | 7 | 10.32 | 4.0 | Good | 767.91 | 39.428085 | No | 143.483732 | 631.208762 | High_spent_Small_value_payments | 595.566506 | Good | 295 |
| 34 | Architect | 108484.380 | 4 | 7 | 6 | 1 | 24 | 12 | 10.07 | 7.0 | Standard | 1427.16 | 39.592416 | Yes | 71.534221 | 214.138836 | High_spent_Large_value_payments | 836.363443 | Standard | 372 |
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