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ID | Описание | Дата |
---|---|---|
436190c3-1e15-447b-b2f1-c1625a7ee33f | streamline viral communities | 2006-12-13 |
67edc5cb-958e-4bf7-afe1-2cab38f12882 | utilize viral platforms | 1976-01-25 |
811fed41-b8ef-4ad1-93fb-3a8c6092e794 | expedite revolutionary partnerships | 1995-03-13 |
ed210c08-76d0-4082-93b9-4630f5151238 | architect cross-platform infrastructures | 2017-12-13 |
d5b41678-621e-41e0-ad46-f99a6a87ea72 | architect integrated markets | 2020-09-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Entrepreneur | 118248.600 | 5 | 1 | 4 | 0 | 13 | 0 | 4.69 | 8.0 | Good | 191.09 | 33.223810 | No | 0.000000 | 509.429202 | Low_spent_Medium_value_payments | 782.075798 | Good | 211 |
24 | Lawyer | 21364.200 | 3 | 3 | 17 | 1 | 9 | 15 | 9.10 | 6.0 | Standard | 1178.60 | 31.944845 | Yes | 9.230471 | 188.998313 | Low_spent_Small_value_payments | 264.606216 | Standard | 359 |
26 | Media_Manager | 7006.520 | 8 | 5 | 17 | 3 | 43 | 20 | 8.82 | 6.0 | Bad | 1363.34 | 34.694254 | Yes | 16.980603 | 48.536340 | Low_spent_Small_value_payments | 305.670723 | Standard | 146 |
53 | Manager | 65448.140 | 3 | 3 | 10 | 3 | 26 | 14 | 5.66 | 3.0 | Good | 391.31 | 40.442785 | No | 96.755359 | 137.338407 | High_spent_Medium_value_payments | 538.507401 | Poor | 290 |
37 | Teacher | 61190.520 | 1 | 6 | 1 | 4 | 10 | 5 | 0.00 | 2.0 | Good | 1348.97 | 33.354301 | NM | 105.330283 | 90.956371 | High_spent_Medium_value_payments | 539.534346 | Standard | 301 |
55 | Writer | 87903.620 | 2 | 6 | 12 | 3 | 14 | 8 | 7.86 | 3.0 | Good | 34.36 | 38.578791 | No | 143.256092 | 269.138125 | Low_spent_Large_value_payments | 584.535950 | Good | 224 |
22 | Scientist | 104994.570 | 7 | 4 | 9 | 3 | 20 | 14 | 12.20 | 1.0 | Standard | 536.97 | 29.278972 | Yes | 187.304419 | 0.000000 | High_spent_Small_value_payments | 423.766945 | Standard | 0 |
37 | Manager | 97420.860 | 6 | 7 | 20 | 4 | 22 | 15 | 1.08 | 6.0 | Standard | 619.58 | 33.952073 | No | 179.021146 | 132.480273 | High_spent_Medium_value_payments | 722.339080 | Standard | 341 |
37 | Journalist | 20417.710 | 4 | 4 | 10 | 3 | 24 | 21 | 19.70 | 6.0 | Standard | 517.51 | 27.847450 | Yes | 46.115773 | 34.516951 | High_spent_Medium_value_payments | 350.614859 | Standard | 151 |
18 | Doctor | 23489.780 | 7 | 5 | 12 | 4 | 19 | 11 | 3.54 | 0.0 | Standard | 530.44 | 25.377916 | No | 49.048653 | 149.418894 | Low_spent_Small_value_payments | 313.680620 | Standard | 298 |
48 | Manager | 21212.910 | 3 | 4 | 10 | 3 | 19 | 19 | 5.13 | 1.0 | Standard | 993.15 | 37.655638 | No | 45.745700 | 44.319955 | High_spent_Medium_value_payments | 309.608595 | Standard | 347 |
40 | Teacher | 16854.420 | 3 | 8 | 32 | 3 | 6 | 16 | 19.53 | 11.0 | Standard | 1273.31 | 37.605264 | Yes | 36.182308 | 124.267702 | Low_spent_Large_value_payments | 276.003490 | Poor | 142 |
51 | Teacher | 18058.635 | 3 | 3 | 1 | 4 | 14 | 12 | 1.55 | 3.0 | Good | 412.52 | 32.474790 | NM | 56.110285 | 75.044060 | Low_spent_Small_value_payments | 328.134281 | Good | 350 |
43 | Teacher | 29503.650 | 5 | 5 | 14 | 3 | 5 | 0 | 2.09 | 2.0 | Standard | 329.02 | 32.608847 | No | 50.982210 | 0.000000 | Low_spent_Small_value_payments | 254.925238 | Poor | 254 |
18 | Teacher | 44806.600 | 0 | 3 | 7 | 4 | 14 | 6 | 11.87 | 0.0 | Good | 176.26 | 22.888204 | No | 109.555808 | 375.575264 | Low_spent_Small_value_payments | 208.057261 | Poor | 256 |
22 | Architect | 57586.820 | 4 | 7 | 1 | 0 | 11 | 10 | 1.59 | 3.0 | Good | 823.24 | 40.305709 | No | 0.000000 | 134.111996 | High_spent_Small_value_payments | 604.878171 | Good | 375 |
44 | Manager | 32766.460 | 3 | 6 | 9 | 3 | 30 | 13 | 5.10 | 8.0 | Standard | 521.10 | 31.336418 | Yes | 54.055619 | 74.418501 | Low_spent_Medium_value_payments | 401.479714 | Standard | 206 |
26 | Architect | 30976.750 | 8 | 3 | 1 | 1 | 2 | 5 | 7.69 | 5.0 | Good | 267.22 | 37.605993 | No | 23.817731 | 258.105239 | Low_spent_Small_value_payments | 294.516613 | Poor | 310 |
18 | Teacher | 14394.435 | 5 | 6 | 5 | 5 | 17 | 14 | 10.18 | 4.0 | Standard | 159.41 | 32.532629 | Yes | 53.517016 | 29.779926 | High_spent_Medium_value_payments | 311.956684 | Standard | 237 |
42 | Engineer | 17908.150 | 4 | 4 | 16 | 7 | 10 | 0 | 13.86 | 5.0 | Standard | 755.60 | 33.006445 | Yes | 61.589793 | 0.000000 | High_spent_Small_value_payments | 282.312964 | Standard | 113 |
17 | Doctor | 27621.230 | 5 | 6 | 20 | 4 | 18 | 19 | 8.35 | 6.0 | Standard | 555.67 | 33.632055 | Yes | 62.493925 | 149.651887 | Low_spent_Medium_value_payments | 284.431104 | Standard | 204 |
49 | Architect | 15217.590 | 5 | 6 | 17 | 0 | 18 | 13 | 9.48 | 3.0 | Standard | 296.54 | 29.307405 | No | 0.000000 | 46.516281 | Low_spent_Small_value_payments | 343.396969 | Poor | 299 |
38 | Lawyer | 17135.680 | 8 | 5 | 18 | 2 | 17 | 8 | 18.15 | 8.0 | Standard | 1055.36 | 24.756811 | Yes | 27.656913 | 202.446399 | Low_spent_Small_value_payments | 222.794021 | Standard | 143 |
18 | Media_Manager | 15344.790 | 5 | 6 | 7 | 4 | 13 | 0 | 12.63 | 10.0 | Standard | 976.94 | 29.233934 | Yes | 33.055434 | 174.278985 | Low_spent_Small_value_payments | 213.838831 | Standard | 151 |
24 | Writer | 12833.680 | 3 | 4 | 6 | 4 | 34 | 20 | 9.10 | 2.0 | Good | 100.30 | 30.975139 | No | 35.749769 | 102.466360 | Low_spent_Medium_value_payments | 271.831204 | Good | 215 |
36 | Mechanic | 29473.280 | 3 | 3 | 10 | 6 | 7 | 0 | 12.93 | 7.0 | Standard | 1163.33 | 36.944591 | Yes | 114.785191 | 114.422729 | High_spent_Small_value_payments | 247.102747 | Standard | 0 |
18 | Scientist | 18083.015 | 0 | 5 | 6 | 1 | 7 | 10 | 4.78 | 3.0 | Good | 796.31 | 36.336797 | No | 8.350875 | 237.530011 | Low_spent_Small_value_payments | 222.210905 | Standard | 333 |
23 | Scientist | 66387.420 | 4 | 5 | 12 | 6 | 23 | 22 | 10.46 | 11.0 | Standard | 1175.18 | 38.588872 | Yes | 194.796229 | 0.000000 | Low_spent_Large_value_payments | 338.186732 | Standard | 209 |
33 | Manager | 35491.290 | 3 | 3 | 12 | 3 | 18 | 12 | 5.51 | 3.0 | Standard | 359.63 | 26.836805 | No | 63.726645 | 84.467561 | High_spent_Small_value_payments | 400.166544 | Standard | 344 |
48 | Writer | 32228.670 | 7 | 6 | 8 | 4 | 29 | 8 | 12.00 | 4.0 | Standard | 940.36 | 36.789942 | Yes | 78.085747 | 0.000000 | Low_spent_Small_value_payments | 268.814763 | Standard | 390 |
51 | Journalist | 23412.900 | 5 | 6 | 4 | 1 | 22 | 16 | 7.86 | 4.0 | Standard | 467.70 | 37.895966 | No | 12.709242 | 129.024360 | Low_spent_Small_value_payments | 346.373898 | Standard | 325 |
35 | Entrepreneur | 27171.260 | 3 | 5 | 4 | 0 | 7 | 13 | 3.18 | 5.0 | Standard | 896.47 | 23.457935 | NM | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 207.302140 | Standard | 198 |
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