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| ID | Описание | Дата |
|---|---|---|
| d718bb2d-9e61-4f53-811d-14ab8f69ac4e | integrate extensible niches | 2016-07-19 |
| 95986316-44f7-4ab7-a541-12773948d7b9 | transform magnetic technologies | 1998-01-31 |
| 74da2f4b-c593-4aed-bfc0-c7888a268965 | deploy open-source e-markets | 1989-08-03 |
| 5d8323b4-b6af-440f-a028-c6f723758f2d | innovate customized mindshare | 2018-04-04 |
| 9edad8ac-16ed-4df7-8ec2-24f3e1d51ca8 | deliver real-time web services | 2000-02-06 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | Architect | 108223.620 | 5 | 6 | 7 | 2 | 9 | 12 | 11.53 | 3.0 | Standard | 977.19 | 32.835790 | Yes | 127.929214 | 538.808023 | Low_spent_Small_value_payments | 500.826263 | Standard | 326 |
| 39 | Journalist | 20138.945 | 4 | 5 | 6 | 2 | 9 | 4 | 4.05 | 4.0 | Good | 1201.14 | 38.207154 | No | 23.324354 | 45.586902 | High_spent_Small_value_payments | 385.113285 | Good | 273 |
| 25 | Accountant | 98917.230 | 1 | 4 | 1 | 2 | 3 | 0 | 7.92 | 5.0 | Good | 738.81 | 28.954110 | No | 115.531325 | 138.468916 | High_spent_Large_value_payments | 837.310009 | Good | 187 |
| 42 | Accountant | 68266.300 | 7 | 4 | 10 | 3 | 25 | 12 | 8.32 | 2.0 | Good | 1145.17 | 23.145082 | No | 124.053390 | 313.995879 | Low_spent_Medium_value_payments | 383.736564 | Good | 360 |
| 41 | Scientist | 37840.480 | 3 | 3 | 12 | 1 | 3 | 0 | 4.46 | 1.0 | Good | 120.49 | 30.810615 | No | 27.677496 | 97.542110 | High_spent_Small_value_payments | 478.317727 | Standard | 207 |
| 21 | Journalist | 32102.600 | 3 | 7 | 10 | 0 | 9 | 14 | 11.36 | 5.0 | Standard | 1210.25 | 34.783558 | Yes | 0.000000 | 294.104191 | Low_spent_Small_value_payments | 291.717476 | Standard | 226 |
| 26 | Accountant | 38897.520 | 5 | 5 | 3 | 1 | 8 | 7 | 0.01 | 0.0 | Good | 286.43 | 27.448959 | No | 26.463000 | 174.463790 | High_spent_Small_value_payments | 399.319210 | Good | 266 |
| 54 | Developer | 13966.770 | 3 | 7 | 3 | 3 | 11 | 15 | 7.44 | 3.0 | Good | 412.48 | 35.429384 | No | 32.851920 | 129.127874 | Low_spent_Small_value_payments | 231.809956 | Standard | 345 |
| 30 | Architect | 117680.840 | 5 | 5 | 10 | 2 | 23 | 17 | 15.32 | 0.0 | Standard | 240.52 | 41.049851 | Yes | 183.452587 | 359.169871 | High_spent_Medium_value_payments | 713.151209 | Good | 218 |
| 43 | Musician | 21265.790 | 6 | 6 | 5 | 2 | 27 | 14 | 13.99 | 2.0 | Standard | 515.14 | 35.289540 | Yes | 19.353362 | 100.115258 | Low_spent_Small_value_payments | 374.046297 | Standard | 252 |
| 41 | Lawyer | 15636.605 | 8 | 7 | 3 | 4 | 30 | 10 | 1.75 | 4.0 | Standard | 592.29 | 33.461807 | No | 43.516348 | 57.445399 | Low_spent_Small_value_payments | 346.543295 | Poor | 404 |
| 36 | Media_Manager | 65891.850 | 4 | 4 | 5 | 4 | 22 | 17 | 10.83 | 3.0 | Standard | 454.19 | 29.129715 | NM | 118.882674 | 64.873839 | High_spent_Large_value_payments | 588.942237 | Standard | 230 |
| 49 | Engineer | 28074.060 | 1 | 6 | 1 | 1 | 8 | 6 | 4.98 | 0.0 | Good | 577.79 | 40.045419 | No | 15.500163 | 44.804080 | High_spent_Large_value_payments | 393.646257 | Good | 381 |
| 25 | Teacher | 17510.655 | 5 | 7 | 19 | 0 | 21 | 10 | 5.60 | 1.0 | Standard | 1215.11 | 39.681167 | No | 0.000000 | 112.420387 | Low_spent_Medium_value_payments | 289.001738 | Standard | 266 |
| 19 | Engineer | 62337.420 | 3 | 5 | 6 | 1 | 18 | 11 | 13.31 | 1.0 | Standard | 788.73 | 26.344239 | Yes | 40.395522 | 90.188285 | High_spent_Large_value_payments | 633.094693 | Standard | 229 |
| 38 | Mechanic | 33002.230 | 5 | 2 | 1 | 2 | 5 | 3 | 10.71 | 3.0 | Good | 1369.63 | 23.519466 | No | 42.196442 | 253.880501 | Low_spent_Small_value_payments | 242.441640 | Good | 182 |
| 22 | Engineer | 93312.330 | 3 | 3 | 13 | 2 | 26 | 15 | 8.88 | 0.0 | Standard | 555.33 | 40.651299 | Yes | 126.185879 | 0.000000 | High_spent_Large_value_payments | 761.156504 | Standard | 379 |
| 28 | Entrepreneur | 87416.520 | 2 | 7 | 6 | 3 | 4 | 2 | 6.67 | 3.0 | Good | 814.52 | 36.387928 | No | 151.856798 | 316.334375 | Low_spent_Large_value_payments | 505.579827 | Standard | 218 |
| 18 | Musician | 24675.860 | 4 | 4 | 9 | 1 | 10 | 9 | 5.08 | 0.0 | Good | 370.20 | 35.457519 | No | 12.436804 | 220.864026 | Low_spent_Small_value_payments | 269.331336 | Standard | 0 |
| 22 | Journalist | 88062.280 | 4 | 3 | 1 | 0 | 4 | 3 | 9.35 | 0.0 | Good | 404.44 | 27.650903 | No | 0.000000 | 52.489711 | High_spent_Large_value_payments | 928.662622 | Standard | 386 |
| 54 | Teacher | 26175.520 | 8 | 6 | 6 | 2 | 19 | 11 | 4.32 | 0.0 | Good | 359.67 | 31.427719 | No | 26.839284 | 0.000000 | High_spent_Large_value_payments | 384.368340 | Good | 303 |
| 51 | Doctor | 17767.860 | 0 | 1 | 4 | 1 | 10 | 0 | 2.11 | 2.0 | Good | 534.03 | 34.028930 | No | 14.288607 | 53.995356 | Low_spent_Small_value_payments | 380.981537 | Good | 281 |
| 44 | Engineer | 28805.890 | 2 | 6 | 10 | 0 | 11 | 0 | 11.61 | 4.0 | Good | 1124.97 | 33.846212 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 370.812572 | Standard | 217 |
| 35 | Developer | 123802.520 | 4 | 3 | 20 | 2 | 25 | 19 | 6.82 | 2.0 | Standard | 954.71 | 38.251426 | No | 124.138072 | 0.000000 | High_spent_Large_value_payments | 922.190876 | Standard | 310 |
| 19 | Doctor | 31204.740 | 8 | 4 | 8 | 4 | 30 | 18 | 4.75 | 4.0 | Standard | 611.99 | 33.492288 | Yes | 96.220995 | 169.772596 | Low_spent_Large_value_payments | 292.845908 | Standard | 76 |
| 29 | Entrepreneur | 122725.480 | 0 | 5 | 1 | 1 | 12 | 6 | 5.93 | 0.0 | Good | 1080.92 | 40.432533 | No | 79.274351 | 339.310722 | High_spent_Medium_value_payments | 837.327261 | Good | 399 |
| 36 | Journalist | 168491.440 | 4 | 4 | 12 | 0 | 7 | 7 | 1.35 | 2.0 | Good | 332.39 | 38.308057 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 1247.775406 | Good | 327 |
| 22 | Teacher | 28824.580 | 0 | 3 | 5 | 4 | 15 | 12 | 8.89 | 0.0 | Good | 1028.85 | 28.929800 | No | 67.597274 | 338.271660 | Low_spent_Small_value_payments | 152.035900 | Standard | 0 |
| 34 | Developer | 36539.180 | 2 | 5 | 11 | 0 | 8 | 1 | 5.32 | 1.0 | Good | 15.03 | 30.277984 | No | 0.000000 | 321.341630 | Low_spent_Small_value_payments | 294.851537 | Good | 213 |
| 38 | Engineer | 16604.270 | 5 | 5 | 14 | 3 | 9 | 8 | 19.56 | 8.0 | Standard | 888.66 | 35.425738 | Yes | 27.589593 | 29.653750 | High_spent_Medium_value_payments | 309.025573 | Standard | 162 |
| 33 | Teacher | 32430.340 | 3 | 4 | 14 | 3 | 24 | 12 | 19.42 | 5.0 | Standard | 589.18 | 38.369596 | Yes | 65.208497 | 100.708717 | High_spent_Medium_value_payments | 375.835619 | Standard | 222 |
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