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| ID | Описание | Дата |
|---|---|---|
| 008fbbc0-5f6e-4076-8562-9adc2b6159c6 | unleash synergistic channels | 2005-05-28 |
| 34d6fcd1-b15f-4af6-8b50-cd20f940e605 | extend wireless synergies | 2003-12-10 |
| 003db2b0-790e-4a33-8576-38f0feecc0c2 | evolve granular users | 2014-07-03 |
| 643af0c9-5cc7-4b4f-981e-8f04a082b9b0 | enable vertical solutions | 1974-05-17 |
| a3ed2fa6-7ddc-43f4-a52e-4404fa4769ee | productize impactful metrics | 1973-08-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Scientist | 29042.45 | 3 | 5 | 5 | 1 | 5 | 19 | 9.72 | 4.0 | Standard | 1092.55 | 28.102450 | Yes | 16.756707 | 205.597654 | Low_spent_Large_value_payments | 272.866056 | Standard | 288 |
| 38 | Architect | 37131.02 | 5 | 7 | 8 | 1 | 6 | 3 | 10.30 | 7.0 | Good | 88.00 | 39.390121 | No | 16.723868 | 114.742886 | High_spent_Small_value_payments | 459.258413 | Good | 331 |
| 26 | Media_Manager | 17028.31 | 4 | 2 | 4 | 0 | 1 | 1 | 6.39 | 0.0 | Good | 43.02 | 26.824273 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 365.744208 | Good | 362 |
| 19 | Journalist | 22931.66 | 3 | 6 | 5 | 0 | 32 | 12 | 4.87 | 6.0 | Standard | 834.51 | 27.577107 | Yes | 0.000000 | 61.558337 | High_spent_Medium_value_payments | 374.838829 | Standard | 341 |
| 26 | Engineer | 20134.87 | 6 | 7 | 6 | 2 | 22 | 13 | 12.80 | 6.0 | Standard | 126.83 | 26.358095 | Yes | 26.036365 | 39.330567 | High_spent_Medium_value_payments | 334.823652 | Standard | 0 |
| 39 | Journalist | 20992.38 | 5 | 9 | 25 | 2 | 20 | 14 | 4.52 | 11.0 | Standard | 1403.86 | 34.832730 | Yes | 25.433570 | 48.439722 | Low_spent_Medium_value_payments | 368.263208 | Poor | 128 |
| 45 | Accountant | 107360.10 | 7 | 7 | 13 | 1 | 7 | 14 | 8.04 | 5.0 | Standard | 1456.75 | 40.099306 | Yes | 81.239134 | 407.636836 | Low_spent_Small_value_payments | 715.691531 | Standard | 203 |
| 25 | Media_Manager | 45852.80 | 5 | 5 | 9 | 3 | 20 | 19 | 5.69 | 4.0 | Good | 1249.64 | 39.121178 | NM | 104.589179 | 206.567784 | Low_spent_Large_value_payments | 324.349703 | Good | 395 |
| 28 | Media_Manager | 23557.50 | 7 | 4 | 6 | 4 | 14 | 15 | 8.78 | 0.0 | Standard | 7.51 | 27.401458 | No | 41.417036 | 79.523915 | Low_spent_Large_value_payments | 328.771549 | Standard | 0 |
| 38 | Media_Manager | 28838.96 | 3 | 1 | 10 | 1 | 1 | 10 | 3.45 | 4.0 | Good | 221.70 | 28.397422 | No | 21.194554 | 154.963111 | Low_spent_Medium_value_payments | 341.767002 | Good | 0 |
| 18 | Developer | 114447.09 | 4 | 7 | 1 | 3 | 7 | 12 | 9.97 | 3.0 | Good | 1175.67 | 38.217628 | No | 180.640903 | 1013.036318 | Low_spent_Small_value_payments | 62.548529 | Good | 263 |
| 47 | Musician | 84378.96 | 5 | 3 | 8 | 2 | 3 | 5 | 6.95 | 1.0 | Good | 37.11 | 25.839463 | No | 122.679779 | 220.169276 | High_spent_Medium_value_payments | 621.408945 | Poor | 286 |
| 33 | Entrepreneur | 22233.98 | 5 | 6 | 3 | 4 | 5 | 1 | 12.24 | 2.0 | Good | 1320.47 | 28.194400 | No | 39.598024 | 103.865769 | Low_spent_Small_value_payments | 339.919374 | Standard | 350 |
| 28 | Manager | 32853.95 | 2 | 3 | 2 | 1 | 12 | 8 | 10.73 | 0.0 | Good | 1044.27 | 22.463309 | No | 15.179391 | 195.986794 | Low_spent_Small_value_payments | 356.116732 | Good | 365 |
| 18 | Entrepreneur | 87746.92 | 5 | 4 | 6 | 4 | 11 | 20 | 14.78 | 5.0 | Standard | 864.67 | 38.428172 | NM | 152.863889 | 131.154093 | High_spent_Large_value_payments | 697.106351 | Standard | 199 |
| 25 | Writer | 34566.00 | 1 | 5 | 2 | 3 | 28 | 11 | 8.01 | 5.0 | Good | 1148.57 | 38.371861 | No | 50.812743 | 0.000000 | Low_spent_Medium_value_payments | 258.113388 | Poor | 387 |
| 50 | Entrepreneur | 77020.76 | 0 | 3 | 10 | 2 | 15 | 12 | 8.76 | 1.0 | Good | 380.09 | 27.761266 | No | 92.214339 | 145.294004 | High_spent_Large_value_payments | 618.131323 | Good | 381 |
| 18 | Teacher | 76079.16 | 0 | 5 | 3 | 4 | 15 | 0 | 10.18 | 3.0 | Good | 731.36 | 32.626912 | NM | 136.938924 | 393.149241 | High_spent_Small_value_payments | 376.204835 | Standard | 297 |
| 55 | Writer | 39206.98 | 1 | 5 | 3 | 3 | 0 | 11 | 4.15 | 0.0 | Good | 780.54 | 36.651167 | NM | 55.829684 | 170.789915 | Low_spent_Large_value_payments | 340.305235 | Standard | 212 |
| 39 | Architect | 63115.54 | 4 | 7 | 2 | 2 | 21 | 11 | 4.21 | 4.0 | Good | 1194.90 | 30.352002 | No | 54.033757 | 442.520819 | Low_spent_Small_value_payments | 291.608257 | Poor | 373 |
| 18 | Media_Manager | 952323.00 | 6 | 5 | 12 | 3 | 24 | 0 | 15.30 | 0.0 | Standard | 298.85 | 37.483288 | Yes | 71.333636 | 190.115075 | High_spent_Small_value_payments | 272.525040 | Good | 359 |
| 34 | Developer | 111117.60 | 7 | 6 | 7 | 0 | 24 | 17 | 1.07 | 2.0 | Standard | 1440.03 | 37.476296 | No | 0.000000 | 547.514101 | Low_spent_Medium_value_payments | 670.365899 | Standard | 278 |
| 31 | Manager | 93957.36 | 3 | 6 | 13 | 0 | 14 | 18 | 19.03 | 5.0 | Standard | 1344.71 | 38.362083 | Yes | 0.000000 | 83.377862 | High_spent_Large_value_payments | 961.100138 | Standard | 190 |
| 48 | Teacher | 61630.40 | 5 | 7 | 3 | 3 | 17 | 5 | 8.26 | 3.0 | Good | 1274.09 | 30.809677 | No | 128.621579 | 120.563696 | High_spent_Large_value_payments | 498.401391 | Standard | 380 |
| 35 | Manager | 132643.71 | 0 | 5 | 12 | 1 | 7 | 10 | 10.79 | 4.0 | Good | 1439.70 | 44.833686 | No | 58.627842 | 79.506046 | High_spent_Large_value_payments | 1204.730362 | Standard | 243 |
| 26 | Developer | 66755.64 | 6 | 9 | 21 | 2 | 35 | 17 | 7.70 | 10.0 | Bad | 1349.83 | 40.600051 | NM | 73.239912 | 247.499834 | Low_spent_Small_value_payments | 524.957254 | Poor | 134 |
| 36 | Engineer | 31067.03 | 5 | 3 | 5 | 4 | 29 | 11 | 3.20 | 5.0 | Standard | 778.68 | 33.665637 | Yes | 79.250489 | 86.783877 | High_spent_Medium_value_payments | 313.757551 | Standard | 198 |
| 20 | Mechanic | 38831.83 | 3 | 5 | 9 | 2 | 17 | 1 | 7.74 | 0.0 | Good | 807.04 | 25.583038 | No | 63.938727 | 113.785463 | Low_spent_Small_value_payments | 445.174394 | Poor | 192 |
| 49 | Architect | 43508.74 | 0 | 3 | 1 | 2 | 3 | 13 | 11.17 | 4.0 | Good | 54.17 | 38.098851 | No | 68.821705 | 54.222438 | High_spent_Large_value_payments | 456.728690 | Poor | 0 |
| 47 | Media_Manager | 20229.03 | 8 | 5 | 10 | 3 | 16 | 11 | 10.93 | 1.0 | Standard | 1352.13 | 27.640684 | No | 35.333370 | 62.661388 | High_spent_Small_value_payments | 358.680493 | Poor | 285 |
| 49 | Architect | 112331.04 | 4 | 4 | 8 | 1 | 6 | 12 | 17.82 | 1.0 | Good | 1311.00 | 44.477571 | No | 89.817882 | 95.363745 | High_spent_Large_value_payments | 979.610373 | Standard | 359 |
| 54 | Lawyer | 150131.68 | 5 | 1 | 4 | 0 | 8 | 0 | 11.49 | 0.0 | Good | 1138.36 | 39.608169 | No | 0.000000 | 1089.199810 | Low_spent_Large_value_payments | 440.497523 | Standard | 380 |
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