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| ID | Описание | Дата |
|---|---|---|
| 98e189af-cc1d-4e4a-909e-a8736bf9dc46 | morph user-centric vortals | 2010-12-06 |
| c3aa148e-94a2-4a8b-beac-c0b4382c1fdc | integrate web-enabled relationships | 2012-10-03 |
| 13c7f305-cdaf-47b0-b921-a6f5932a0196 | redefine user-centric infrastructures | 1971-02-24 |
| 07770195-01ff-4bfe-90f6-56ebed89fa16 | envisioneer scalable deliverables | 1981-12-17 |
| 11aa6c2f-2fac-4d9a-b855-bce1e3285260 | expedite rich niches | 1978-05-18 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | Developer | 35547.710 | 7 | 5 | 5 | 0 | 5 | 15 | 2.58 | 4.0 | Standard | 943.86 | 29.217556 | Yes | 0.000000 | 37.643638 | High_spent_Medium_value_payments | 497.687279 | Standard | 373 |
| 26 | Accountant | 13065.870 | 5 | 6 | 13 | 2 | 14 | 11 | 1.72 | 5.0 | Standard | 1203.17 | 38.397866 | NM | 16.039710 | 0.000000 | Low_spent_Large_value_payments | 267.254462 | Standard | 268 |
| 46 | Developer | 82065.160 | 5 | 5 | 3 | 3 | 12 | 9 | 5.55 | 1.0 | Good | 106.83 | 31.462519 | No | 180.340607 | 168.452885 | High_spent_Large_value_payments | 568.382841 | Good | 279 |
| 27 | Developer | 138722.360 | 5 | 4 | 3 | 0 | 2 | 6 | 4.61 | 9.0 | Good | 1474.32 | 42.415876 | No | 0.000000 | 331.199928 | High_spent_Small_value_payments | 1055.219739 | Standard | 260 |
| 20 | Scientist | 28187.350 | 6 | 5 | 12 | 4 | 8 | 13 | 10.09 | 4.0 | Standard | 321.76 | 29.456662 | Yes | 83.617233 | 60.950717 | High_spent_Small_value_payments | 335.626634 | Standard | 190 |
| 41 | Scientist | 30988.540 | 6 | 6 | 6 | 7 | 27 | 18 | 8.40 | 8.0 | Standard | 189.28 | 25.313837 | Yes | 158.549241 | 36.381602 | High_spent_Large_value_payments | 327.806990 | Standard | 0 |
| 18 | Writer | 8780.975 | 5 | 4 | 20 | 6 | 16 | 10 | 14.82 | 4.0 | Standard | 851.71 | 39.331546 | Yes | 36.748314 | 21.400793 | Low_spent_Small_value_payments | 275.425684 | Poor | 132 |
| 47 | Writer | 28022.900 | 5 | 7 | 5 | 1 | 6 | 10 | 12.79 | 9.0 | Standard | 385.54 | 29.684470 | NM | 11.744671 | 120.773311 | Low_spent_Small_value_payments | 367.306184 | Poor | 248 |
| 26 | Entrepreneur | 34693.860 | 1 | 5 | 3 | 1 | 10 | 4 | 10.99 | 7.0 | Good | 1400.60 | 37.924349 | No | 16.783525 | 220.764226 | Low_spent_Large_value_payments | 304.267748 | Standard | 335 |
| 21 | Manager | 73798.760 | 6 | 4 | 9 | 4 | 5 | 13 | 18.32 | 3.0 | Standard | 757.01 | 34.437552 | NM | 194.049914 | 0.000000 | High_spent_Medium_value_payments | 610.235961 | Good | 340 |
| 19 | Manager | 11436.150 | 4 | 7 | 14 | 4 | 12 | 0 | 17.33 | 4.0 | Standard | 339.47 | 26.694506 | Yes | 23.059579 | 48.994543 | High_spent_Small_value_payments | 281.247128 | Standard | 230 |
| 15 | Engineer | 19253.020 | 3 | 3 | 17 | 7 | 6 | 8 | 7.08 | 8.0 | Standard | 1264.11 | 32.128135 | Yes | 78.302391 | 75.128046 | High_spent_Small_value_payments | 265.711397 | Standard | 79 |
| 29 | Engineer | 21298.530 | 4 | 5 | 17 | 4 | 12 | 22 | 7.69 | 0.0 | Standard | 134.95 | 37.056156 | No | 65.545824 | 167.841934 | Low_spent_Small_value_payments | 253.799992 | Standard | 239 |
| 48 | Engineer | 19339.080 | 0 | 3 | 11 | 2 | 15 | 8 | 10.64 | 3.0 | Good | 150.14 | 27.340711 | No | 28.498949 | 76.738370 | Low_spent_Small_value_payments | 357.721681 | Standard | 296 |
| 36 | Lawyer | 17501.400 | 9 | 6 | 29 | 2 | 60 | 18 | 14.22 | 7.0 | Standard | 1389.53 | 38.166236 | Yes | 24.579207 | 92.731821 | High_spent_Small_value_payments | 277.833972 | Poor | 69 |
| 53 | Developer | 28127.130 | 6 | 5 | 11 | 1 | 17 | 18 | 15.00 | 5.0 | Standard | 1187.43 | 23.427418 | Yes | 17.031345 | 283.403914 | Low_spent_Small_value_payments | 247.557492 | Standard | 322 |
| 21 | Lawyer | 38165.060 | 4 | 3 | 6 | 1 | 7 | 7 | 8.91 | 4.0 | Good | 1109.10 | 25.321200 | No | 17.436988 | 23.134876 | High_spent_Large_value_payments | 526.770302 | Good | 275 |
| 37 | Engineer | 35185.560 | 6 | 4 | 14 | 3 | 8 | 10 | 7.14 | 0.0 | Standard | 379.47 | 31.629523 | No | 83.278064 | 209.028097 | Low_spent_Large_value_payments | 273.906839 | Standard | 247 |
| 51 | Writer | 40331.050 | 5 | 5 | 3 | 2 | 26 | 11 | 11.56 | 2.0 | Good | 767.89 | 34.020795 | No | 64.765007 | 0.000000 | Low_spent_Medium_value_payments | 437.397834 | Poor | 233 |
| 26 | Journalist | 63597.740 | 3 | 7 | 7 | 1 | 29 | 14 | 17.67 | 5.0 | Standard | 1167.37 | 32.988896 | Yes | 50.170577 | 530.571767 | Low_spent_Medium_value_payments | 235.238822 | Standard | 75 |
| 53 | Doctor | 66882.740 | 4 | 3 | 3 | 3 | 14 | 5 | 5.69 | 7.0 | Good | 1472.91 | 24.327681 | No | 108.432262 | 201.759105 | High_spent_Small_value_payments | 515.464800 | Good | 212 |
| 24 | Engineer | 61056.300 | 3 | 7 | 8 | 2 | 5 | 15 | 8.87 | 4.0 | Standard | 566.34 | 31.103611 | Yes | 83.573795 | 222.184245 | High_spent_Small_value_payments | 462.844460 | Standard | 0 |
| 21 | Engineer | 15645.890 | 5 | 3 | 12 | 7 | 27 | 17 | 7.17 | 9.0 | Standard | 1327.96 | 25.271842 | Yes | 74.258912 | 0.000000 | Low_spent_Small_value_payments | 267.797019 | Standard | 0 |
| 51 | Doctor | 29042.270 | 5 | 2 | 7 | 3 | 12 | 12 | 7.64 | 5.0 | Good | 94.50 | 30.876582 | No | 48.801440 | 41.739856 | High_spent_Medium_value_payments | 386.777621 | Good | 307 |
| 38 | Accountant | 23026.480 | 6 | 6 | 7 | 4 | 5 | 20 | 14.66 | 0.0 | Good | 328.81 | 35.033555 | No | 68.502470 | 25.671643 | High_spent_Large_value_payments | 324.813221 | Good | 380 |
| 37 | Doctor | 16862.880 | 8 | 8 | 22 | 7 | 52 | 19 | 19.07 | 7.0 | Standard | 1377.71 | 34.391059 | Yes | 81.804037 | 99.219082 | Low_spent_Small_value_payments | 236.300881 | Poor | 206 |
| 53 | Engineer | 29491.670 | 5 | 3 | 3 | 1 | 13 | 8 | 2.63 | 5.0 | Good | 862.64 | 37.691868 | No | 14.674322 | 48.544116 | High_spent_Medium_value_payments | 404.645479 | Good | 368 |
| 22 | Manager | 26760.950 | 4 | 4 | 9 | 2 | 6 | 10 | 13.31 | 1.0 | Standard | 244.29 | 40.365552 | Yes | 34.266396 | 75.807095 | Low_spent_Large_value_payments | 385.334425 | Standard | 228 |
| 43 | Architect | 37424.090 | 4 | 5 | 5 | 2 | 1 | 3 | 9.55 | 1.0 | Good | 509.45 | 30.638891 | NM | 62.107429 | 50.175058 | High_spent_Medium_value_payments | 455.984929 | Good | 340 |
| 41 | Engineer | 86097.540 | 1 | 2 | 11 | 2 | 15 | 5 | 3.67 | 0.0 | Good | 10.29 | 33.108141 | NM | 128.404075 | 142.906826 | High_spent_Large_value_payments | 688.968598 | Good | 232 |
| 51 | Writer | 68629.600 | 6 | 5 | 14 | 1 | 23 | 0 | 4.50 | 0.0 | Standard | 1323.17 | 41.327175 | Yes | 38.679038 | 175.173382 | Low_spent_Large_value_payments | 610.160914 | Standard | 243 |
| 41 | Writer | 76881.840 | 3 | 7 | 6 | 1 | 3 | 9 | 11.03 | 9.0 | Good | 257.87 | 36.733534 | No | 61.440036 | 223.216327 | Low_spent_Medium_value_payments | 648.325637 | Standard | 330 |
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