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ID | Описание | Дата |
---|---|---|
9558e86f-d3ce-4f3c-a4b9-fce0e068ce43 | whiteboard compelling paradigms | 2007-06-07 |
248801bf-cf02-439d-a81b-0a4590570a78 | empower bricks-and-clicks info-mediaries | 2000-03-20 |
6046a9c9-9f57-43a1-af9b-33c471ac89ef | morph out-of-the-box content | 2002-11-23 |
e0643278-3af7-4baf-b4e0-2b8478d2ff9f | optimize customized communities | 2008-12-21 |
88e7055e-bada-49b1-9533-a4f62791cffe | empower world-class infrastructures | 2017-05-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Mechanic | 13074.395 | 8 | 7 | 8 | 1 | 7 | 0 | 9.96 | 2.0 | Good | 1048.26 | 26.776457 | No | 9.175797 | 69.258489 | Low_spent_Small_value_payments | 347.219005 | Good | 359 |
34 | Developer | 120955.920 | 2 | 7 | 4 | 1 | 28 | 8 | 5.96 | 3.0 | Good | 369.36 | 38.918166 | No | 57.505169 | 462.982922 | High_spent_Small_value_payments | 741.677908 | Standard | 253 |
21 | Journalist | 103968.390 | 3 | 7 | 6 | 1 | 9 | 9 | 4.37 | 3.0 | Good | 1234.59 | 23.403462 | No | 73.637413 | 1158.365736 | Low_spent_Small_value_payments | 0.000000 | Standard | 216 |
33 | Writer | 33395.890 | 3 | 3 | 8 | 0 | 13 | 0 | 10.96 | 6.0 | Good | 675.86 | 40.271281 | No | 0.000000 | 35.187977 | High_spent_Large_value_payments | 495.111106 | Poor | 338 |
45 | Engineer | 85862.600 | 3 | 7 | 13 | 0 | 11 | 15 | 7.58 | 4.0 | Standard | 1201.93 | 35.341028 | NM | 0.000000 | 193.931217 | High_spent_Medium_value_payments | 764.090450 | Standard | 203 |
50 | Mechanic | 75520.470 | 4 | 7 | 13 | 4 | 12 | 12 | 0.00 | 4.0 | Standard | 1447.18 | 40.712627 | Yes | 167.791469 | 143.420454 | High_spent_Small_value_payments | 589.825328 | Standard | 268 |
37 | Media_Manager | 128674.440 | 1 | 7 | 2 | 0 | 8 | 2 | 8.49 | 2.0 | Good | 930.71 | 33.763128 | No | 0.000000 | 358.340243 | High_spent_Medium_value_payments | 946.846757 | Poor | 287 |
42 | Engineer | 35728.540 | 7 | 7 | 11 | 3 | 8 | 15 | 0.00 | 2.0 | Standard | 1229.33 | 39.633903 | No | 58.729471 | 108.346183 | High_spent_Medium_value_payments | 392.562179 | Standard | 0 |
28 | Writer | 168878.080 | 5 | 5 | 6 | 1 | 14 | 6 | 4.70 | 2.0 | Good | 700.71 | 45.601052 | No | 98.712097 | 383.385923 | High_spent_Medium_value_payments | 1198.119312 | Standard | 339 |
25 | Engineer | 15847.060 | 4 | 4 | 8 | 6 | 26 | 11 | 10.78 | 10.0 | Standard | 412.71 | 35.954572 | Yes | 45.681084 | 0.000000 | Low_spent_Small_value_payments | 240.912205 | Standard | 102 |
51 | Doctor | 36918.960 | 3 | 5 | 6 | 2 | 31 | 12 | 11.33 | 9.0 | Standard | 1190.58 | 33.242813 | No | 41.244418 | 230.206098 | Low_spent_Large_value_payments | 292.407484 | Standard | 225 |
52 | Architect | 89495.670 | 1 | 4 | 9 | 2 | 2 | 1 | 6.84 | 4.0 | Good | 1393.69 | 38.173893 | No | 87.146215 | 0.000000 | Low_spent_Medium_value_payments | 186.004193 | Poor | 276 |
24 | Engineer | 14688.840 | 4 | 6 | 18 | 1 | 15 | 17 | 8.56 | 6.0 | Standard | 1459.05 | 40.496862 | NM | 121.925702 | 104.621395 | Low_spent_Medium_value_payments | 281.345789 | Good | 245 |
23 | Media_Manager | 37990.270 | 1 | 3 | 10 | 2 | 3 | 5 | 6.58 | 0.0 | Good | 1394.62 | 29.750485 | No | 41.334303 | 164.336369 | High_spent_Small_value_payments | 379.114912 | Standard | 0 |
33 | Developer | 99403.320 | 0 | 3 | 11 | 3 | 11 | 273 | 0.72 | 1.0 | Good | 904.93 | 32.208849 | No | 130.619711 | 289.733486 | Low_spent_Medium_value_payments | 694.407803 | Standard | 283 |
46 | Writer | 119885.440 | 3 | 3 | 20 | 1 | 26 | 12 | 11.56 | 4.0 | Standard | 538.53 | 34.041381 | No | 62.599918 | 804.953249 | Low_spent_Small_value_payments | 436.492167 | Good | 321 |
35 | Engineer | 144388.360 | 3 | 2 | 11 | 0 | 13 | 9 | 7.47 | 8.0 | Good | 704.41 | 42.460768 | No | 0.000000 | 290.235691 | High_spent_Small_value_payments | 1145.200642 | Good | 292 |
21 | Scientist | 21595.875 | 5 | 7 | 7 | 1 | 9 | 2 | 9.46 | 4.0 | Good | 655.46 | 30.031411 | NM | 13.082938 | 68.003659 | High_spent_Medium_value_payments | 375.079028 | Poor | 0 |
24 | Doctor | 68299.040 | 3 | 5 | 4 | 2 | 13 | 0 | 1.56 | 0.0 | Good | 395.22 | 39.595866 | No | 81.078071 | 152.279583 | High_spent_Large_value_payments | 595.401012 | Good | 335 |
33 | Engineer | 19338.105 | 0 | 7 | 8 | 2 | 6 | 10 | 16.85 | 3.0 | Good | 921.21 | 25.007776 | NM | 18.790658 | 71.081768 | Low_spent_Small_value_payments | 357.078449 | Standard | 247 |
52 | Writer | 31527.530 | 6 | 3 | 11 | 1 | 27 | 10 | 3.38 | 3.0 | Standard | 1063.18 | 27.210084 | No | 16.260074 | 147.039444 | Low_spent_Large_value_payments | 392.029899 | Standard | 254 |
54 | Lawyer | 44083.280 | 1 | 4 | 9 | 3 | 5 | 4 | 0.00 | 1.0 | Good | 616.74 | 40.015504 | No | 76.009833 | 0.000000 | Low_spent_Medium_value_payments | 371.188629 | Good | 0 |
39 | Accountant | 123941.640 | 4 | 6 | 12 | 1 | 30 | 14 | 7.40 | 4.0 | Standard | 1386.03 | 34.090517 | Yes | 54.355236 | 0.000000 | High_spent_Large_value_payments | 1146.123217 | Standard | 364 |
46 | Musician | 30696.330 | 2 | 3 | 8 | 2 | 8 | 8 | 7.75 | 0.0 | Good | 1428.84 | 33.490942 | No | 27.448154 | 0.000000 | Low_spent_Medium_value_payments | 408.446360 | Standard | 206 |
36 | Musician | 69942.500 | 3 | 5 | 20 | 1 | 25 | 0 | 0.62 | 1.0 | Standard | 10.29 | 34.497526 | NM | 53.822395 | 631.391145 | Low_spent_Small_value_payments | 206.340627 | Standard | 0 |
20 | Lawyer | 14337.640 | 0 | 4 | 1 | 2 | 1 | 9 | 7.64 | 4.0 | Good | 207.85 | 35.803477 | No | 19.503732 | 181.443319 | Low_spent_Small_value_payments | 229.633282 | Good | 202 |
32 | Engineer | 31024.770 | 4 | 5 | 8 | 2 | 14 | 11 | 9.31 | 1.0 | Good | 1348.36 | 33.649950 | No | 35.818280 | 58.084560 | High_spent_Medium_value_payments | 397.636910 | Good | 292 |
37 | Teacher | 132552.160 | 3 | 6 | 11 | 1 | 2 | 5 | 5.32 | 3.0 | Good | 789.03 | 31.814422 | No | 77.079807 | 119.711482 | High_spent_Large_value_payments | 1152.610044 | Good | 247 |
34 | Journalist | 36048.080 | 3 | 7 | 14 | 2 | 25 | 12 | 19.70 | 6.0 | Standard | 571.06 | 39.663322 | Yes | 45.772636 | 180.527764 | Low_spent_Large_value_payments | 338.600267 | Standard | 166 |
43 | Media_Manager | 56180.840 | 6 | 10 | 33 | 5 | 21 | 16 | 24.16 | 10.0 | Standard | 1421.62 | 31.298065 | Yes | 195.346280 | 314.073447 | Low_spent_Large_value_payments | 214.653939 | Poor | 218 |
41 | Manager | 22648.880 | 6 | 6 | 10 | 2 | 18 | 416 | 7.75 | 4.0 | Standard | 1414.75 | 36.036211 | No | 28.935809 | 0.000000 | High_spent_Medium_value_payments | 346.801540 | Standard | 228 |
51 | Doctor | 72817.020 | 6 | 7 | 5 | 1 | 32 | 9 | 11.35 | 2.0 | Standard | 992.20 | 37.886180 | No | 53.576198 | 426.525077 | Low_spent_Large_value_payments | 369.907225 | Standard | 261 |
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