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ID | Описание | Дата |
---|---|---|
5fb8d025-6c4e-4289-adfa-944566befede | leverage scalable portals | 2017-08-08 |
368d01a8-94b5-4951-8916-607e8b00cc6f | productize B2B supply-chains | 1992-12-06 |
34fbe542-8a4f-4433-b1e1-d1271fe117b4 | enhance ubiquitous technologies | 1995-06-14 |
ed3463c4-7c93-46a1-9283-eb2cb01fc8de | orchestrate synergistic users | 2024-07-01 |
600c2b21-03db-489d-8280-a64d9f3788bb | facilitate interactive channels | 1993-11-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 116594.910 | 5 | 6 | 10 | 2 | 10 | 1 | 9.47 | 0.0 | Good | 1124.02 | 39.666056 | No | 171.077024 | 216.441338 | High_spent_Medium_value_payments | 846.105888 | Poor | 352 |
25 | Engineer | 42021.700 | 8 | 7 | 3 | 4 | 14 | 12 | 10.93 | 4.0 | Standard | 271.56 | 36.113418 | No | 109.017338 | 53.166652 | High_spent_Medium_value_payments | 426.496843 | Standard | 279 |
34 | Teacher | 98887.410 | 0 | 5 | 1 | 1 | 13 | 2 | 2.16 | 2.0 | Good | 1496.80 | 23.761510 | No | 67.188179 | 568.696578 | High_spent_Small_value_payments | 441.776993 | Poor | 267 |
50 | Engineer | 89666.880 | 6 | 6 | 12 | 4 | 21 | 0 | 9.52 | 6.0 | Standard | 1155.94 | 35.742167 | NM | 174.861696 | 65.574849 | High_spent_Large_value_payments | 730.487454 | Standard | 0 |
45 | Doctor | 42237.360 | 5 | 7 | 4 | 4 | 8 | 11 | 6.00 | 3.0 | Good | 1170.65 | 31.191495 | No | 98.455887 | 158.259851 | High_spent_Medium_value_payments | 365.862262 | Standard | 305 |
51 | Media_Manager | 14179.490 | 5 | 2 | 5 | 3 | 9 | 0 | 3.62 | 1.0 | Good | 1362.09 | 22.950571 | No | 21.898954 | 51.835831 | Low_spent_Small_value_payments | 343.927632 | Good | 366 |
26 | Mechanic | 9127.260 | 7 | 9 | 26 | 2 | 41 | 21 | 0.65 | 12.0 | Bad | 1399.89 | 28.038048 | Yes | 12.881162 | 91.695967 | Low_spent_Small_value_payments | 284.583371 | Standard | 0 |
25 | Accountant | 66176.670 | 8 | 6 | 19 | 2 | 18 | 16 | 10.40 | 5.0 | Standard | 750.37 | 31.677209 | No | 78.209360 | 266.299549 | High_spent_Small_value_payments | 496.463341 | Standard | 249 |
33 | Writer | 27694.660 | 7 | 4 | 10 | 2 | 30 | 20 | 6.69 | 5.0 | Standard | 1376.27 | 29.578722 | Yes | 131.361029 | 97.242475 | Low_spent_Small_value_payments | 396.471044 | Good | 299 |
20 | Scientist | 17574.745 | 4 | 3 | 7 | 3 | 24 | 0 | 16.26 | 6.0 | Standard | 766.72 | 25.092196 | Yes | 27.025179 | 117.132377 | Low_spent_Small_value_payments | 280.298652 | Standard | 0 |
21 | Lawyer | 77818.980 | 5 | 6 | 8 | 4 | 11 | 15 | 11.86 | 4.0 | Standard | 1066.38 | 33.908560 | Yes | 143.185801 | 43.538007 | High_spent_Large_value_payments | 710.667692 | Standard | 272 |
30 | Manager | 38861.720 | 4 | 5 | 11 | 1 | 10 | 3 | 3.83 | 4.0 | Good | 107.29 | 26.609435 | NM | 26.069204 | 34.247444 | High_spent_Large_value_payments | 530.831018 | Good | 374 |
40 | Entrepreneur | 103744.830 | 6 | 6 | 18 | 3 | 28 | 15 | 0.78 | 2.0 | Standard | 484.98 | 26.915169 | No | 160.970391 | 0.000000 | High_spent_Large_value_payments | 771.015680 | Standard | 317 |
28 | Developer | 75524.260 | 2 | 5 | 10 | 4 | 15 | 9 | 7.14 | 0.0 | Good | 852.62 | 39.241667 | No | 167.287915 | 45.436887 | High_spent_Large_value_payments | 639.144032 | Standard | 195 |
29 | Journalist | 42316.400 | 7 | 4 | 15 | 2 | 24 | 7 | 14.59 | 2.0 | Standard | 1188.10 | 34.286746 | Yes | 53.584504 | 0.000000 | Low_spent_Medium_value_payments | 264.008313 | Standard | 271 |
18 | Doctor | 25994.560 | 5 | 5 | 12 | 1 | 21 | 17 | 7.53 | 5.0 | Good | 1182.14 | 24.741359 | No | 21.384873 | 190.271040 | Low_spent_Small_value_payments | 313.265421 | Poor | 386 |
41 | Lawyer | 47817.320 | 3 | 6 | 13 | 1 | 7 | 15 | 10.67 | 4.0 | Standard | 180.53 | 21.906979 | Yes | 38.928159 | 440.569484 | Low_spent_Small_value_payments | 191.980024 | Standard | 279 |
51 | Journalist | 37452.590 | 4 | 3 | 1 | 1 | 4 | 6 | 4.11 | 3.0 | Good | 1286.40 | 37.866577 | No | 29.054273 | 173.324004 | Low_spent_Large_value_payments | 363.826639 | Good | 0 |
25 | Lawyer | 14646.280 | 6 | 3 | 17 | 6 | 21 | 17 | 2.96 | 9.0 | Standard | 522.36 | 35.631219 | Yes | 45.649894 | 77.848232 | Low_spent_Medium_value_payments | 275.154207 | Standard | 200 |
32 | Engineer | 48305.180 | 8 | 7 | 7 | 2 | 24 | 12 | 0.00 | 5.0 | Standard | 1410.73 | 37.275701 | Yes | 42.222706 | 391.625763 | Low_spent_Small_value_payments | 287.594698 | Standard | 266 |
29 | Journalist | 45827.740 | 5 | 6 | 6 | 2 | 18 | 5 | 2.33 | 2.0 | Standard | 978.02 | 36.707253 | No | 53.711241 | 0.000000 | High_spent_Large_value_payments | 505.011193 | Standard | 332 |
37 | Mechanic | 43825.160 | 2 | 5 | 9 | 0 | 14 | 14 | 5.37 | 0.0 | Good | 445.91 | 40.579956 | No | 0.000000 | 298.351474 | Low_spent_Small_value_payments | 376.858192 | Good | 358 |
28 | Writer | 36320.130 | 7 | 6 | 5 | 4 | 14 | 13 | 6.71 | 0.0 | Standard | 759.44 | 37.531968 | No | 106.813070 | 121.658521 | High_spent_Medium_value_payments | 348.696159 | Standard | 191 |
26 | Accountant | 42062.810 | 1 | 5 | 5 | 3 | 12 | 7 | 7.88 | 2.0 | Good | 93.73 | 39.106572 | NM | 78.475649 | 115.947927 | High_spent_Small_value_payments | 402.799841 | Standard | 215 |
39 | Mechanic | 32283.520 | 1 | 7 | 8 | 4 | 7 | 11 | 1.17 | 1.0 | Good | 557.80 | 28.575210 | NM | 60.402496 | 62.651449 | High_spent_Medium_value_payments | 410.975388 | Good | 360 |
26 | Entrepreneur | 37754.780 | 2 | 6 | 8 | 1 | 18 | 4 | 4.13 | 3.0 | Good | 1120.55 | 25.355269 | No | 26.562331 | 440.427424 | Low_spent_Small_value_payments | 162.533412 | Poor | 348 |
34 | Musician | 56500.700 | 2 | 3 | 4 | 2 | 8 | 3 | 7.86 | 3.0 | Good | 991.98 | 34.706491 | No | 79.011419 | 621.000985 | Low_spent_Small_value_payments | 66.526763 | Good | 391 |
47 | Writer | 18444.925 | 1 | 3 | 7 | 0 | 9 | 2 | 12.96 | 4.0 | Good | 1219.01 | 23.983396 | No | 0.000000 | 95.364369 | Low_spent_Small_value_payments | 344.343339 | Poor | 372 |
52 | Engineer | 21270.790 | 6 | 6 | 9 | 4 | 26 | 8 | 12.62 | 6.0 | Standard | 782.15 | 40.338142 | Yes | 48.481182 | 91.742126 | Low_spent_Small_value_payments | 298.333276 | Standard | 205 |
22 | Media_Manager | 10486.200 | 6 | 6 | 6 | 3 | 21 | 0 | 9.79 | 4.0 | Standard | 1001.56 | 39.836640 | Yes | 20.783883 | 67.977856 | Low_spent_Small_value_payments | 260.523261 | Standard | 101 |
30 | Doctor | 13672.200 | 7 | 5 | 13 | 1 | 28 | 19 | 9.12 | 8.0 | Standard | 1419.68 | 33.025107 | Yes | 10.260200 | 108.559563 | Low_spent_Small_value_payments | 290.215237 | Standard | 399 |
47 | Scientist | 39362.030 | 0 | 3 | 10 | 4 | 13 | 4 | 10.03 | 8.0 | Good | 1283.75 | 34.604030 | No | 121.773702 | 139.097060 | High_spent_Small_value_payments | 347.646155 | Good | 331 |
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