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| ID | Описание | Дата |
|---|---|---|
| 65b4ecf3-f146-4595-affb-88844c9446c7 | envisioneer scalable networks | 1973-12-21 |
| 56934386-e5e4-4a7a-949f-ad158bf7f162 | re-contextualize end-to-end schemas | 1998-08-07 |
| 0e654776-0955-4833-8a7b-ae1a135d5aa9 | redefine value-added markets | 1976-05-24 |
| f98bd7f0-57b3-4d00-b3c9-8b5c33a082c8 | enhance web-enabled e-services | 2012-08-07 |
| 93351f7a-f326-4c4a-8952-10d101d4bf8b | productize ubiquitous metrics | 2007-10-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Scientist | 29042.45 | 3 | 5 | 5 | 1 | 5 | 16 | 9.72 | 4.0 | Standard | 1092.55 | 30.153776 | Yes | 16.756707 | 185.456571 | Low_spent_Small_value_payments | 313.007139 | Standard | 0 |
| 38 | Architect | 37131.02 | 5 | 7 | 8 | 1 | 4 | 4 | 10.30 | 7.0 | Good | 88.00 | 31.648436 | No | 16.723868 | 47.401086 | High_spent_Large_value_payments | 506.600213 | Good | 332 |
| 26 | Media_Manager | 17028.31 | 4 | 2 | 4 | 0 | 7 | 0 | 6.39 | 5.0 | Good | 43.02 | 34.992603 | No | 0.000000 | 45.414957 | High_spent_Medium_value_payments | 370.887626 | Standard | 365 |
| 20 | Entrepreneur | 88620.14 | 1 | 5 | 10 | 4 | 15 | 2 | 3.34 | 0.0 | Good | 82.36 | 29.664625 | No | 167.797640 | 711.271727 | Low_spent_Large_value_payments | 154.931800 | Standard | 309 |
| 26 | Engineer | 20134.87 | 6 | 7 | 6 | 2 | 23 | 13 | 12.80 | 6.0 | Standard | 126.83 | 23.211400 | Yes | 26.036365 | 157.270361 | Low_spent_Small_value_payments | 256.883857 | Standard | 371 |
| 39 | Journalist | 20992.38 | 5 | 9 | 25 | 2 | 24 | 11 | 9.52 | 11.0 | Standard | 1403.86 | 33.799103 | Yes | 25.433570 | 207.998633 | Low_spent_Small_value_payments | 218.704297 | Poor | 0 |
| 45 | Accountant | 107360.10 | 7 | 7 | 13 | 1 | 7 | 19 | 8.04 | 5.0 | Standard | 1456.75 | 36.697297 | Yes | 81.239134 | 118.089915 | High_spent_Medium_value_payments | 965.238451 | Poor | 205 |
| 25 | Media_Manager | 45852.80 | 5 | 5 | 9 | 3 | 22 | 18 | 5.69 | 4.0 | Good | 1249.64 | 30.603587 | No | 104.589179 | 157.054117 | High_spent_Small_value_payments | 363.863371 | Good | 397 |
| 28 | Media_Manager | 23557.50 | 7 | 4 | 6 | 4 | 20 | 18 | 13.78 | 0.0 | Standard | 7.51 | 40.415949 | No | 41.417036 | 43.289222 | High_spent_Large_value_payments | 335.006242 | Standard | 335 |
| 39 | Media_Manager | 28838.96 | 3 | 1 | 10 | 1 | 1 | 10 | 3.45 | 4.0 | Good | 221.70 | 33.276202 | No | 21.194554 | 174.376770 | Low_spent_Small_value_payments | 332.353342 | Standard | 372 |
| 19 | Developer | 114447.09 | 4 | 7 | 1 | 3 | 10 | 0 | 9.97 | 3.0 | Good | 1175.67 | 33.619460 | No | 180.640903 | 0.000000 | High_spent_Large_value_payments | 800.164657 | Good | 265 |
| 47 | Musician | 84378.96 | 5 | 3 | 8 | 2 | 3 | 7 | 4.95 | 1.0 | Good | 37.11 | 37.657421 | No | 122.679779 | 189.204823 | Low_spent_Medium_value_payments | 682.373398 | Poor | 287 |
| 33 | Entrepreneur | 22233.98 | 5 | 6 | 3 | 4 | 5 | 0 | 10.24 | 2.0 | Good | 1320.47 | 36.968991 | No | 39.598024 | 195.695771 | Low_spent_Small_value_payments | 248.089372 | Standard | 352 |
| 28 | Manager | 32853.95 | 2 | 3 | 2 | 1 | 8 | 8 | 10.73 | 0.0 | Good | 1044.27 | 37.783303 | No | 15.179391 | 136.945304 | High_spent_Small_value_payments | 385.158222 | Good | 367 |
| 18 | Entrepreneur | 87746.92 | 5 | 4 | 6 | 4 | 11 | 20 | 14.78 | 7.0 | Standard | 864.67 | 37.152543 | Yes | 152.863889 | 112.313287 | High_spent_Large_value_payments | 715.947157 | Standard | 201 |
| 37 | Developer | 48646.50 | 4 | 7 | 7 | 0 | 9 | 11 | 5.13 | 3.0 | Standard | 723.55 | 30.953518 | Yes | 0.000000 | 316.400429 | Low_spent_Medium_value_payments | 386.687071 | Standard | 0 |
| 50 | Entrepreneur | 77020.76 | 0 | 3 | 10 | 2 | 15 | 13 | 8.76 | 1.0 | Good | 380.09 | 39.317508 | NM | 92.214339 | 0.000000 | High_spent_Medium_value_payments | 707.805975 | Good | 383 |
| 18 | Teacher | 76079.16 | 0 | 5 | 3 | 4 | 14 | 2 | 10.18 | 4.0 | Good | 731.36 | 24.333140 | No | 136.938924 | 0.000000 | High_spent_Medium_value_payments | 620.237980 | Good | 299 |
| 55 | Writer | 39206.98 | 1 | 5 | 3 | 3 | 4 | 9 | 4.15 | 2.0 | Good | 780.54 | 22.684451 | No | 55.829684 | 278.129099 | Low_spent_Large_value_payments | 232.966051 | Good | 213 |
| 39 | Architect | 63115.54 | 4 | 7 | 2 | 2 | 21 | 8 | 4.21 | 5.0 | Good | 1194.90 | 34.096383 | NM | 54.033757 | 0.000000 | High_spent_Small_value_payments | 562.924148 | Standard | 376 |
| 18 | Media_Manager | 32300.85 | 6 | 5 | 12 | 3 | 24 | 0 | 0.00 | 0.0 | Standard | 298.85 | 33.459117 | Yes | 71.333636 | 96.851499 | High_spent_Medium_value_payments | 355.788615 | Good | 360 |
| 34 | Developer | 111117.60 | 7 | 6 | 7 | 0 | 33 | 15 | 1.07 | 3.0 | Standard | 1440.03 | 36.272462 | No | 0.000000 | 802.513547 | Low_spent_Medium_value_payments | 415.366453 | Standard | 280 |
| 31 | Manager | 93957.36 | 3 | 6 | 13 | 0 | 14 | 15 | 25.03 | 5.0 | Standard | 1344.71 | 36.490252 | Yes | 0.000000 | 285.796219 | Low_spent_Medium_value_payments | 798.681781 | Standard | 193 |
| 48 | Teacher | 61630.40 | 5 | 7 | 3 | 3 | 13 | 5 | 2.26 | 3.0 | Good | 1274.09 | 39.747005 | No | 128.621579 | 290.988198 | Low_spent_Large_value_payments | 357.976890 | Poor | 382 |
| 35 | Manager | 132643.71 | 0 | 5 | 12 | 1 | 7 | 9 | 10.79 | 4.0 | Good | 1439.70 | 37.719340 | No | 58.627842 | 226.399678 | High_spent_Medium_value_payments | 1067.836730 | Good | 245 |
| 26 | Developer | 66755.64 | 6 | 9 | 21 | 2 | 35 | 17 | 7.70 | 10.0 | Bad | 1349.83 | 33.543150 | Yes | 73.239912 | 75.171824 | High_spent_Medium_value_payments | 657.285264 | Poor | 135 |
| 36 | Engineer | 31067.03 | 5 | 3 | 5 | 4 | 29 | 12 | 8.20 | 5.0 | Standard | 778.68 | 23.418282 | Yes | 79.250489 | 192.844119 | Low_spent_Small_value_payments | 247.697308 | Poor | 201 |
| 20 | Mechanic | 38831.83 | 3 | 5 | 9 | 2 | 20 | 1 | 7.74 | 0.0 | Good | 807.04 | 36.224248 | No | 63.938727 | 59.968016 | High_spent_Medium_value_payments | 458.991841 | Poor | 194 |
| 49 | Architect | 43508.74 | 0 | 3 | 1 | 2 | 3 | 10 | 10.17 | 5.0 | Good | 54.17 | 30.283925 | NM | 68.821705 | 137.187373 | High_spent_Medium_value_payments | 383.763756 | Poor | 0 |
| 51 | Journalist | 41942.10 | 0 | 3 | 1 | 1 | 12 | 12 | 15.26 | 1.0 | Good | 1303.34 | 37.055565 | No | 19.649050 | 34.341542 | High_spent_Large_value_payments | 521.526907 | Standard | 391 |
| 46 | Lawyer | 30302.97 | 3 | 5 | 9 | 0 | 13 | 10 | 8.41 | 0.0 | Standard | 333.31 | 23.158054 | Yes | 0.000000 | 102.632192 | High_spent_Small_value_payments | 419.492558 | Standard | 314 |
| 54 | Lawyer | 150131.68 | 5 | 1 | 4 | 0 | 8 | 0 | 11.49 | 0.0 | Good | 1138.36 | 48.337291 | No | 0.000000 | 220.163423 | High_spent_Large_value_payments | 1279.533910 | Good | 381 |
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