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ID | Описание | Дата |
---|---|---|
4227242d-5c7f-43e6-b8f6-3a19c4e97d37 | re-contextualize virtual users | 1991-12-21 |
28e1fc42-bd4d-48dd-a778-6a4f1ff37318 | incentivize vertical e-markets | 1992-02-05 |
6d5c9f67-3c96-4689-86e0-77bae26e3f0c | transition viral paradigms | 1997-09-05 |
ae58d282-6668-42ed-9ebc-9e3d227a1e0f | orchestrate 24/365 bandwidth | 1980-05-27 |
ebf016b4-8bab-4594-90f2-5d552136d5cf | disintermediate out-of-the-box e-business | 1986-12-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Engineer | 132872.720 | 3 | 3 | 10 | 2 | 14 | 0 | 10.28 | 2.0 | Good | 89.68 | 40.081505 | No | 144.830682 | 223.318367 | High_spent_Large_value_payments | 992.223617 | Good | 0 |
30 | Developer | 56131.480 | 0 | 4 | 10 | 4 | 15 | 6 | 10.10 | 2.0 | Good | 1235.48 | 34.516628 | No | 141.986536 | 188.067526 | High_spent_Small_value_payments | 424.608271 | Standard | 295 |
23 | Journalist | 42384.080 | 3 | 4 | 4 | 0 | 22 | 19 | 11.55 | 5.0 | Standard | 887.44 | 29.212962 | No | 0.000000 | 190.830065 | Low_spent_Medium_value_payments | 418.770602 | Poor | 285 |
35 | Accountant | 57196.560 | 6 | 3 | 17 | 3 | 12 | 12 | 7.53 | 4.0 | Standard | 1269.70 | 29.574071 | Yes | 74.304484 | 0.000000 | High_spent_Medium_value_payments | 597.823382 | Poor | 229 |
36 | Accountant | 28163.570 | 6 | 6 | 16 | 6 | 14 | 0 | 14.96 | 8.0 | Standard | 58.26 | 36.589497 | Yes | 73.020322 | 149.744485 | Low_spent_Large_value_payments | 293.931610 | Standard | 218 |
23 | Mechanic | 83334.500 | 5 | 3 | 3 | 3 | 6 | 3 | 4.54 | 4.0 | Good | 1188.93 | 30.957240 | No | 168.131731 | 0.000000 | High_spent_Small_value_payments | 564.040258 | Poor | 236 |
20 | Accountant | 34642.940 | 3 | 5 | 7 | 3 | 9 | 22 | 10.84 | 2.0 | Standard | 1079.65 | 30.621069 | Yes | 49.685271 | 44.688452 | High_spent_Medium_value_payments | 473.717443 | Standard | 318 |
48 | Entrepreneur | 19204.250 | 5 | 7 | 13 | 3 | 14 | 12 | 5.31 | 7.0 | Standard | 504.06 | 34.499429 | No | 35.148123 | 157.321842 | Low_spent_Medium_value_payments | 253.565451 | Standard | 362 |
40 | Writer | 33262.200 | 6 | 5 | 18 | 3 | 9 | 15 | 17.33 | 2.0 | Standard | 696.05 | 37.824838 | Yes | 43.325153 | 125.273752 | Low_spent_Small_value_payments | 412.886095 | Standard | 0 |
24 | Developer | 25203.100 | 5 | 7 | 17 | 2 | 4 | 9 | 2.61 | 3.0 | Standard | 393.77 | 23.089941 | Yes | 39.270247 | 250.831291 | Low_spent_Small_value_payments | 223.324295 | Standard | 0 |
54 | Developer | 25609.040 | 6 | 7 | 6 | 4 | 4 | 16 | 19.55 | 2.0 | Standard | 1121.06 | 31.176622 | Yes | 74.360170 | 63.537781 | High_spent_Small_value_payments | 345.410716 | Standard | 224 |
21 | Lawyer | 125943.630 | 3 | 5 | 6 | 1 | 3 | 7 | 1.19 | 4.0 | Good | 853.94 | 34.704013 | No | 90.829353 | 401.813231 | Low_spent_Small_value_payments | 842.187667 | Poor | 282 |
23 | Engineer | 36580.660 | 8 | 5 | 15 | 0 | 11 | 7 | 4.21 | 2.0 | Standard | 716.33 | 36.114777 | No | 0.000000 | 50.114017 | High_spent_Medium_value_payments | 492.524816 | Good | 207 |
20 | Writer | 30549.550 | 1 | 3 | 10 | 2 | 5 | 0 | 0.00 | 8.0 | Good | 423.22 | 30.083930 | No | 46.875072 | 294.597463 | Low_spent_Small_value_payments | 195.307049 | Poor | 230 |
18 | Teacher | 127464.800 | 7 | 4 | 14 | 1 | 26 | 17 | 10.98 | 0.0 | Standard | 917.37 | 37.057342 | Yes | 85.264757 | 974.626187 | Low_spent_Medium_value_payments | 277.315722 | Standard | 220 |
37 | Doctor | 119005.600 | 5 | 4 | 10 | 0 | 11 | 12 | 5.31 | 1.0 | Standard | 1248.07 | 36.465912 | No | 0.000000 | 705.491514 | Low_spent_Medium_value_payments | 593.821820 | Standard | 248 |
37 | Media_Manager | 31751.830 | 5 | 4 | 18 | 3 | 21 | 12 | 18.76 | 8.0 | Standard | 110.73 | 36.741395 | Yes | 58.006937 | 92.258524 | Low_spent_Small_value_payments | 397.233123 | Standard | 290 |
23 | Entrepreneur | 12837.245 | 8 | 4 | 10 | 3 | 11 | 9 | 4.34 | 0.0 | Standard | 1222.28 | 36.892021 | No | 21.243325 | 34.774862 | Low_spent_Small_value_payments | 317.758854 | Standard | 341 |
35 | Writer | 21699.130 | 8 | 4 | 18 | 3 | 9 | 14 | 8.64 | 3.0 | Standard | 1129.46 | 27.818285 | NM | 45.060011 | 74.661429 | High_spent_Medium_value_payments | 322.804643 | Standard | 252 |
14 | Mechanic | 32198.230 | 5 | 5 | 10 | 5 | 31 | 11 | 18.27 | 7.0 | Standard | 857.14 | 33.444829 | Yes | 126.478662 | 145.242531 | Low_spent_Small_value_payments | 304.497391 | Standard | 160 |
42 | Teacher | 70554.220 | 4 | 3 | 10 | 2 | 7 | 13 | 0.00 | 3.0 | Standard | 908.62 | 32.476269 | Yes | 73.226385 | 460.995525 | Low_spent_Small_value_payments | 341.429923 | Standard | 0 |
26 | Architect | 43269.350 | 2 | 3 | 3 | 3 | 4 | 0 | 2.39 | 7.0 | Good | 976.17 | 27.423238 | No | 94.529437 | 77.890485 | High_spent_Medium_value_payments | 433.457994 | Good | 328 |
38 | Writer | 42355.280 | 2 | 4 | 12 | 2 | 0 | 0 | 4.80 | 2.0 | Good | 778.49 | 23.514858 | No | 52.216711 | 242.414113 | High_spent_Small_value_payments | 316.629842 | Standard | 386 |
48 | Mechanic | 102085.200 | 8 | 3 | 1 | 3 | 15 | 16 | 0.51 | 3.0 | Standard | 263.70 | 25.047757 | No | 164.959968 | 296.406908 | High_spent_Medium_value_payments | 663.743124 | Standard | 322 |
45 | Teacher | 56135.760 | 3 | 6 | 20 | 2 | 5 | 17 | 4.40 | 4.0 | Standard | 366.46 | 27.884232 | No | 78.068497 | 285.965809 | Low_spent_Small_value_payments | 423.463694 | Poor | 189 |
37 | Musician | 21212.420 | 1 | 4 | 12 | 4 | 10 | 3274 | 3.08 | 4.0 | Good | 479.83 | 34.231842 | No | 50.305036 | 108.061899 | Low_spent_Small_value_payments | 322.703232 | Good | 276 |
43 | Doctor | 18008.650 | 3 | 4 | 8 | 3 | 21 | 10 | 0.71 | 6.0 | Standard | 794.29 | 24.088890 | No | 39.193480 | 150.794730 | Low_spent_Small_value_payments | 260.183873 | Standard | 310 |
15 | Entrepreneur | 37777.920 | 3 | 4 | 20 | 5 | 30 | 20 | 18.37 | 9.0 | Standard | 1336.00 | 30.944645 | NM | 100.427950 | 171.970289 | High_spent_Small_value_payments | 293.117761 | Standard | 105 |
41 | Writer | 69984.720 | 6 | 5 | 12 | 3 | 26 | 10 | 12.01 | 4.0 | Standard | 906.31 | 29.412372 | Yes | 155.077614 | 113.534808 | High_spent_Small_value_payments | 548.393578 | Standard | 218 |
35 | Developer | 11911.285 | 7 | 7 | 12 | 3 | 8 | 15 | 9.16 | 2.0 | Good | 957.60 | 35.704018 | No | 20.596345 | 149.858282 | Low_spent_Small_value_payments | 230.906082 | Good | 347 |
16 | Writer | 16059.880 | 7 | 3 | 5 | 4 | 24 | 20 | 16.62 | 4.0 | Standard | 1402.44 | 36.321707 | Yes | 49.589042 | 56.746239 | Low_spent_Medium_value_payments | 317.297052 | Standard | 171 |
30 | Entrepreneur | 76387.050 | 5 | 4 | 20 | 0 | 22 | 12 | 2.65 | 0.0 | Standard | 1001.62 | 38.286536 | No | 0.000000 | 175.236852 | High_spent_Medium_value_payments | 685.221898 | Standard | 236 |
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