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ID | Описание | Дата |
---|---|---|
3fe12993-45fa-405c-b34d-9875dbf49785 | grow ubiquitous models | 1985-12-18 |
ed784295-bb4e-4a5d-bb07-e6615f201a31 | scale customized convergence | 2001-04-17 |
285c22fe-c6ce-46c4-983d-17a39a1595e9 | deliver ubiquitous applications | 2008-05-22 |
73c62836-cd6c-457d-bf0c-8e3e344b6a1d | incentivize real-time info-mediaries | 2007-02-22 |
a17edbbf-de99-47e8-bbc3-d9b8cf83865c | drive granular e-tailers | 2000-12-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Scientist | 42171.98 | 2 | 7 | 10 | 3 | 4 | 10 | 9.58 | 4.0 | Good | 556.91 | 33.478952 | No | 102.762913 | 56.711377 | High_spent_Medium_value_payments | 466.958877 | Standard | 257 |
22 | Musician | 82840.24 | 1 | 6 | 1 | 1 | 11 | 1 | 1.81 | 1.0 | Good | 360.92 | 40.552254 | No | 56.691938 | 273.641528 | Low_spent_Medium_value_payments | 647.001867 | Poor | 226 |
38 | Accountant | 20758.37 | 0 | 5 | 11 | 4 | 28 | 7 | 9.91 | 7.0 | Good | 1328.24 | 33.985788 | No | 53.704970 | 81.830557 | Low_spent_Small_value_payments | 300.350889 | Poor | 378 |
35 | Developer | 31754.27 | 1 | 3 | 11 | 4 | 10 | 2 | 6.81 | 5.0 | Good | 647.94 | 35.037170 | No | 76.535505 | 74.170236 | Low_spent_Large_value_payments | 373.413176 | Good | 226 |
19 | Manager | 91117.72 | 8 | 4 | 19 | 0 | 22 | 20 | 11.69 | 0.0 | Standard | 1465.86 | 38.596512 | No | 0.000000 | 81.948262 | High_spent_Large_value_payments | 907.466072 | Standard | 240 |
44 | Doctor | 94159.71 | 0 | 1 | 4 | 2 | 8 | 9 | 2.20 | 2.0 | Good | 781.50 | 29.175030 | No | 121.048548 | 74.709912 | High_spent_Large_value_payments | 847.105790 | Good | 230 |
31 | Teacher | 18495.14 | 3 | 3 | 7 | 4 | 8 | 0 | 7.61 | 5.0 | Standard | 1216.59 | 34.434483 | Yes | 39.645585 | 41.230867 | High_spent_Large_value_payments | 343.049714 | Good | 164 |
28 | Musician | 36780.03 | 5 | 6 | 5 | 2 | 11 | 4 | 4.42 | 2.0 | Good | 195.07 | 29.738831 | No | 61.199630 | 332.251785 | Low_spent_Small_value_payments | 213.448835 | Standard | 394 |
54 | Doctor | 79752.42 | 5 | 3 | 6 | 2 | 22 | 20 | 4.61 | 1.0 | Standard | 1055.14 | 30.107422 | No | 109.824639 | 262.485762 | High_spent_Medium_value_payments | 512.493099 | Standard | 329 |
56 | Architect | 35940.94 | 5 | 3 | 11 | 1 | 6 | 8 | 10.86 | 0.0 | Good | 237.26 | 25.795186 | No | 17.842996 | 50.774980 | High_spent_Small_value_payments | 463.189858 | Good | 360 |
56 | Engineer | 37547.68 | 4 | 6 | 8 | 1 | 14 | 6 | 0.89 | 1.0 | Good | 1328.69 | 29.619016 | No | 24.840073 | 40.182906 | High_spent_Large_value_payments | 504.274355 | Poor | 266 |
15 | Musician | 104658.75 | 4 | 7 | 11 | 1 | 15 | 17 | 17.76 | 9.0 | Standard | 1218.42 | 26.141845 | Yes | 52.071931 | 661.855389 | Low_spent_Medium_value_payments | 409.528930 | Standard | 343 |
21 | Journalist | 83947.72 | 5 | 4 | 9 | 3 | 6 | 1 | 4.19 | 0.0 | Good | 954.90 | 32.992617 | No | 176.483718 | 96.813662 | High_spent_Medium_value_payments | 693.466953 | Good | 326 |
38 | Architect | 45051.24 | 6 | 6 | 6 | 3 | 25 | 19 | 10.30 | 6.0 | Standard | 1014.25 | 25.584201 | Yes | 73.940708 | 89.609229 | High_spent_Large_value_payments | 463.877063 | Standard | 380 |
41 | Teacher | 33606.82 | 7 | 5 | 19 | 0 | 25 | 12 | 10.36 | 2.0 | Standard | 1295.38 | 39.210861 | NM | 0.000000 | 133.862403 | High_spent_Small_value_payments | 428.694431 | Standard | 286 |
48 | Teacher | 30162.35 | 5 | 7 | 16 | 4 | 18 | 14 | 4.26 | 0.0 | Standard | 1278.35 | 32.984521 | No | 76.362694 | 54.110239 | High_spent_Medium_value_payments | 369.679984 | Standard | 308 |
48 | Media_Manager | 22723.19 | 5 | 7 | 6 | 4 | 25 | 12 | 11.47 | 6.0 | Standard | 379.73 | 26.717552 | No | 51.947014 | 77.555767 | Low_spent_Large_value_payments | 308.457136 | Standard | 297 |
34 | Media_Manager | 52385.58 | 4 | 6 | 6 | 4 | 12 | 17 | 14.99 | 3.0 | Standard | 184.38 | 37.001873 | Yes | 166.055631 | 55.135602 | High_spent_Medium_value_payments | 478.055267 | Standard | 330 |
44 | Teacher | 35531.83 | 1 | 4 | 12 | 4 | 12 | 10 | 1.66 | 4.0 | Good | 313.55 | 32.635614 | No | 75.171875 | 89.553387 | High_spent_Small_value_payments | 369.673322 | Good | 211 |
48 | Lawyer | 32710.62 | 7 | 3 | 14 | 1 | 14 | 0 | 18.35 | 4.0 | Standard | 432.67 | 24.941532 | Yes | 20.328539 | 156.828718 | Low_spent_Small_value_payments | 396.431244 | Standard | 261 |
55 | Doctor | 93622.50 | 3 | 7 | 2 | 0 | 4 | 2 | 6.99 | 4.0 | Good | 142.09 | 24.638710 | No | 0.000000 | 745.176970 | Low_spent_Medium_value_payments | 332.410530 | Standard | 321 |
24 | Developer | 67204.10 | 0 | 6 | 12 | 2 | 13 | 8 | 0.00 | 2.0 | Good | 1085.23 | 28.361666 | No | 86.310308 | 216.247445 | High_spent_Small_value_payments | 490.776414 | Poor | 282 |
49 | Accountant | 41009.96 | 0 | 3 | 3 | 1 | 15 | 7 | 6.19 | 2.0 | Good | 476.59 | 39.994782 | No | 28.792261 | 105.391001 | High_spent_Medium_value_payments | 482.966405 | Good | 214 |
48 | Architect | 20455.28 | 4 | 4 | 2 | 4 | 15 | 10 | 6.92 | 2.0 | Good | 426.13 | 29.171042 | No | 46.744494 | 165.533503 | Low_spent_Small_value_payments | 218.482669 | Poor | 270 |
29 | Lawyer | 147378.96 | 1 | 4 | 11 | 2 | 0 | 10 | 8.12 | 0.0 | Good | 1180.37 | 35.191045 | No | 129.992550 | 143.022844 | High_spent_Large_value_payments | 1180.142606 | Standard | 200 |
42 | Scientist | 86415.56 | 5 | 4 | 16 | 4 | 12 | 18 | 13.30 | 11.0 | Standard | 107.03 | 37.692343 | Yes | 177.591202 | 266.020406 | Low_spent_Medium_value_payments | 546.818059 | Good | 100 |
43 | Mechanic | 56001.15 | 3 | 6 | 8 | 3 | 18 | 12 | 8.33 | 8.0 | Standard | 1347.83 | 31.470337 | Yes | 88.302626 | 134.658247 | High_spent_Medium_value_payments | 493.315377 | Standard | 182 |
18 | Journalist | 58164.12 | 6 | 7 | 5 | 0 | 16 | 21 | 11.20 | 0.0 | Standard | 1075.84 | 29.462543 | No | 0.000000 | 144.218667 | High_spent_Small_value_payments | 620.382333 | Standard | 399 |
50 | Media_Manager | 43138.55 | 3 | 7 | 2 | 1 | 12 | 5 | 10.99 | 0.0 | Good | 553.12 | 26.538609 | No | 27.086172 | 160.194655 | High_spent_Small_value_payments | 439.907089 | Standard | 265 |
36 | Entrepreneur | 107118.96 | 5 | 7 | 5 | 3 | 25 | 8 | 5.49 | 1.0 | Standard | 1049.33 | 28.078704 | Yes | 139.565990 | 139.936175 | High_spent_Medium_value_payments | 880.955835 | Standard | 364 |
22 | Architect | 31272.27 | 0 | 6 | 6 | 3 | 3 | 3 | 11.85 | 2.0 | Good | 10.89 | 38.225416 | No | 49.995919 | 194.519302 | Low_spent_Large_value_payments | 260.087029 | Standard | 194 |
43 | Lawyer | 80807.37 | 3 | 4 | 6 | 3 | 24 | 13 | 2.83 | 3.0 | Good | 970.11 | 37.107868 | No | 161.034389 | 125.279304 | High_spent_Small_value_payments | 653.381057 | Good | 389 |
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