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ID | Описание | Дата |
---|---|---|
4ca48552-4601-4d05-b469-6905923aa81a | iterate end-to-end e-markets | 2007-08-22 |
4b89528e-0671-4902-8f1a-249043f81bba | morph virtual deliverables | 2004-01-14 |
1320cbd2-f915-444a-9d2c-eb3580093390 | synthesize magnetic e-services | 1990-01-12 |
463c01f4-f277-4719-bccd-c3900fd85d3b | optimize strategic content | 1998-03-19 |
9ce7ccae-325e-40bc-8be0-bdc8e92bdbfd | optimize vertical eyeballs | 1980-10-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Manager | 62316.630 | 8 | 4 | 7 | 2 | 12 | 9 | 0.94 | 1.0 | Standard | 417.27 | 39.004235 | No | 82.733177 | 146.430179 | High_spent_Medium_value_payments | 510.341894 | Standard | 322 |
21 | Teacher | 23952.070 | 6 | 4 | 7 | 0 | 13 | 12 | 9.50 | 3.0 | Standard | 1045.08 | 33.029382 | Yes | 0.000000 | 44.137755 | High_spent_Large_value_payments | 382.162828 | Standard | 281 |
44 | Mechanic | 18957.370 | 2 | 5 | 3 | 2 | 3 | 1 | 3.58 | 3.0 | Good | 288.32 | 33.386338 | No | 30.628576 | 63.939288 | High_spent_Small_value_payments | 329.210220 | Standard | 212 |
29 | Architect | 35844.660 | 7 | 6 | 17 | 4 | 23 | 9 | 12.07 | 1.0 | Standard | 62.16 | 29.650911 | Yes | 101.172327 | 87.032748 | Low_spent_Medium_value_payments | 366.100425 | Standard | 0 |
53 | Accountant | 19740.445 | 1 | 5 | 1 | 1 | 4 | 5 | 3.60 | 0.0 | Good | 23.20 | 25.566563 | No | 15.719215 | 197.070967 | Low_spent_Small_value_payments | 248.413526 | Good | 301 |
54 | Doctor | 68042.580 | 4 | 7 | 7 | 0 | 5 | 12 | 10.96 | 3.0 | Standard | 1163.40 | 29.600055 | No | 0.000000 | 312.720589 | High_spent_Small_value_payments | 520.100911 | Standard | 250 |
39 | Accountant | 21490.820 | 3 | 5 | 5 | 4 | 30 | 6 | 8.00 | 5.0 | Standard | 437.91 | 27.283827 | Yes | 58.148358 | 98.025629 | High_spent_Small_value_payments | 285.116180 | Good | 317 |
27 | Accountant | 122425.800 | 4 | 4 | 6 | 2 | 29 | 18 | 15.19 | 2.0 | Standard | 1252.30 | 42.382624 | Yes | 148.188179 | 76.865907 | High_spent_Large_value_payments | 1015.060915 | Standard | 286 |
22 | Teacher | 34512.780 | 3 | 5 | 7 | 2 | 14 | 2 | 11.36 | 4.0 | Good | 394.52 | 26.949921 | NM | 36.117369 | 187.803214 | Low_spent_Medium_value_payments | 346.285917 | Standard | 345 |
27 | Journalist | 12167.220 | 5 | 7 | 15 | 0 | 22 | 8 | 7.83 | 6.0 | Standard | 124.66 | 38.700035 | Yes | 0.000000 | 153.840914 | Low_spent_Small_value_payments | 257.352586 | Standard | 211 |
25 | Engineer | 18115.210 | 9 | 8 | 18 | 6 | 15 | 10 | 10.18 | 11.0 | Standard | 1440.76 | 23.031936 | Yes | 62.846716 | 0.000000 | Low_spent_Small_value_payments | 259.392967 | Poor | 228 |
41 | Mechanic | 30385.070 | 6 | 7 | 7 | 0 | 26 | 13 | 8.44 | 6.0 | Standard | 951.40 | 39.428647 | No | 0.000000 | 236.665563 | Low_spent_Small_value_payments | 329.743354 | Standard | 199 |
42 | Scientist | 85494.500 | 1 | 4 | 3 | 1 | 4 | 7 | 11.81 | 1.0 | Good | 1351.71 | 33.345892 | No | 35.745251 | 0.000000 | Low_spent_Medium_value_payments | 490.873257 | Standard | 187 |
37 | Journalist | 19366.730 | 7 | 3 | 20 | 2 | 20 | 19 | 13.18 | 4.0 | Standard | 990.39 | 28.241464 | Yes | 26.484807 | 65.051415 | Low_spent_Small_value_payments | 353.553195 | Standard | 293 |
40 | Doctor | 87792.390 | 3 | 7 | 6 | 2 | 6 | 4 | 3.34 | 4.0 | Good | 693.37 | 38.477785 | No | 101.205946 | 285.793749 | High_spent_Medium_value_payments | 607.803556 | Standard | 243 |
24 | Media_Manager | 90783.750 | 4 | 3 | 3 | 0 | 27 | 18 | 2.48 | 5.0 | Good | 54.93 | 41.972990 | No | 0.000000 | 60.306454 | High_spent_Large_value_payments | 952.424796 | Poor | 261 |
45 | Writer | 36479.270 | 1 | 7 | 7 | 2 | 12 | 7 | 3.01 | 1.0 | Good | 719.70 | 38.561985 | No | 44.375759 | 236.063951 | Low_spent_Large_value_payments | 313.754207 | Standard | 361 |
44 | Lawyer | 154868.240 | 2 | 5 | 10 | 0 | 14 | 3 | 5.16 | 6.0 | Good | 242.75 | 40.121888 | No | 0.000000 | 238.475726 | High_spent_Large_value_payments | 1306.692941 | Poor | 358 |
25 | Engineer | 16465.610 | 3 | 3 | 3 | 2 | 8 | 6 | 8.30 | 0.0 | Good | 1165.70 | 37.767241 | No | 19.673135 | 0.000000 | High_spent_Medium_value_payments | 321.092800 | Good | 358 |
24 | Scientist | 82405.980 | 5 | 5 | 12 | 2 | 28 | 14 | 1.25 | 4.0 | Standard | 218.44 | 32.864977 | No | 72.633969 | 243.392263 | Low_spent_Medium_value_payments | 673.290268 | Standard | 0 |
25 | Doctor | 40193.940 | 4 | 1 | 6 | 4 | 6 | 3 | 7.40 | 1.0 | Good | 967.50 | 33.210327 | No | 84.364531 | 205.782909 | Low_spent_Medium_value_payments | 330.202061 | Good | 304 |
40 | Architect | 33355.810 | 6 | 5 | 12 | 2 | 13 | 17 | 11.52 | 4.0 | Standard | 461.34 | 35.705006 | Yes | 31.721847 | 0.000000 | High_spent_Large_value_payments | 463.316353 | Poor | 219 |
30 | Architect | 52977.540 | 8 | 7 | 12 | 1 | 11 | 8 | 12.27 | 1.0 | Standard | 174.20 | 37.380871 | Yes | 42.307392 | 143.983611 | High_spent_Medium_value_payments | 534.888497 | Standard | 337 |
38 | Developer | 29510.870 | 4 | 7 | 12 | 3 | 4 | 1 | 8.71 | 4.0 | Good | 1147.62 | 34.995980 | No | 49.707347 | 0.000000 | High_spent_Small_value_payments | 336.311307 | Standard | 203 |
43 | Architect | 12683.275 | 8 | 3 | 6 | 1 | 15 | 20 | 7.73 | 1.0 | Standard | 1166.91 | 27.585207 | Yes | 7.067810 | 70.666200 | Low_spent_Large_value_payments | 286.159948 | Poor | 360 |
46 | Media_Manager | 72034.860 | 5 | 6 | 13 | 0 | 19 | 18 | 13.76 | 4.0 | Standard | 1030.69 | 27.652907 | NM | 0.000000 | 348.780690 | High_spent_Small_value_payments | 489.309810 | Standard | 363 |
21 | Teacher | 24127.790 | 5 | 7 | 15 | 5 | 20 | 16 | 13.47 | 7.0 | Standard | 899.21 | 27.900232 | NM | 96.919648 | 149.100934 | Low_spent_Medium_value_payments | 243.744335 | Standard | 238 |
36 | Manager | 170730.600 | 4 | 7 | 3 | 0 | 15 | 4 | 4.54 | 4.0 | Good | 327.43 | 28.621522 | No | 0.000000 | 766.385765 | Low_spent_Large_value_payments | 938.969235 | Standard | 0 |
43 | Musician | 14656.405 | 5 | 5 | 15 | 5 | 12 | 20 | 7.44 | 8.0 | Standard | 1328.53 | 37.948025 | Yes | 39.195257 | 0.000000 | Low_spent_Small_value_payments | 240.758455 | Standard | 89 |
22 | Media_Manager | 34628.060 | 1 | 3 | 4 | 1 | 8 | 3 | 0.50 | 4.0 | Good | 1024.50 | 36.903838 | No | 21.688934 | 22.142127 | High_spent_Large_value_payments | 500.336106 | Standard | 286 |
32 | Scientist | 39550.490 | 3 | 4 | 1 | 3 | 4 | 4 | 1.71 | 3.0 | Good | 234.48 | 31.483123 | No | 70.313040 | 193.641190 | High_spent_Small_value_payments | 341.233186 | Good | 306 |
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