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ID | Описание | Дата |
---|---|---|
19633ee2-9d4c-4eb2-ae0b-2fde0db5ff75 | re-intermediate virtual e-business | 1975-08-11 |
c2f6a73c-23a3-4da2-a32d-570b7293b18a | engage front-end initiatives | 2007-02-26 |
9cce4996-c8c1-41cf-afc2-36b9459435ac | visualize strategic infrastructures | 1993-08-23 |
a6d5cd95-e115-4c19-8673-edc32d8ff7f0 | utilize revolutionary e-markets | 2022-02-18 |
ffa818fe-7c18-41e7-8108-c767392ce2e1 | evolve integrated solutions | 1988-04-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Media_Manager | 30272.610 | 3 | 3 | 15 | 1 | 30 | 8 | 8.83 | 9.0 | Standard | 180.94 | 27.046669 | Yes | 17.975851 | 110.215459 | Low_spent_Small_value_payments | 387.680440 | Standard | 197 |
34 | Musician | 81411.200 | 5 | 5 | 6 | 1 | 13 | 2 | 5.48 | 5.0 | Good | 467.99 | 42.236646 | No | 42.529595 | 128.486541 | High_spent_Medium_value_payments | 732.710531 | Good | 347 |
42 | Doctor | 99480.440 | 8 | 5 | 17 | 3 | 27 | 8 | 8.06 | 1.0 | Standard | 1287.76 | 41.539880 | No | 163.588847 | 275.931462 | High_spent_Medium_value_payments | 663.683358 | Standard | 293 |
34 | Lawyer | 104917.740 | 5 | 4 | 9 | 2 | 8 | 0 | 2.10 | 4.0 | Good | 460.58 | 27.886842 | No | 173.935500 | 0.000000 | High_spent_Medium_value_payments | 707.445204 | Good | 249 |
33 | Scientist | 90664.480 | 4 | 6 | 8 | 0 | 17 | 14 | 11.53 | 2.0 | Good | 995.29 | 38.051011 | No | 0.000000 | 106.906764 | High_spent_Medium_value_payments | 927.930569 | Standard | 271 |
35 | Developer | 104988.040 | 8 | 7 | 1 | 0 | 27 | 17 | 16.03 | 3.0 | Good | 87.85 | 33.344498 | No | 0.000000 | 240.722873 | High_spent_Medium_value_payments | 880.377460 | Poor | 206 |
19 | Manager | 99194.190 | 3 | 6 | 7 | 2 | 27 | 11 | 18.75 | 6.0 | Standard | 573.52 | 42.676037 | Yes | 109.210708 | 301.237835 | High_spent_Small_value_payments | 702.569706 | Standard | 106 |
50 | Media_Manager | 77165.860 | 0 | 4 | 12 | 1 | 4 | 8 | 4.23 | 3.0 | Good | 952.30 | 29.195137 | NM | 47.810090 | 197.911374 | High_spent_Medium_value_payments | 663.827369 | Good | 333 |
20 | Writer | 150746.880 | 0 | 5 | 11 | 0 | 2 | 1 | 1.31 | 3.0 | Good | 696.58 | 45.939101 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1337.926699 | Standard | 359 |
53 | Scientist | 112021.600 | 7 | 6 | 5 | 0 | 14 | 10 | 6.88 | 2.0 | Standard | 1313.69 | 38.252243 | NM | 0.000000 | 928.915939 | Low_spent_Medium_value_payments | 296.297394 | Standard | 329 |
20 | Manager | 32246.400 | 5 | 4 | 10 | 0 | 12 | 6 | 19.96 | 5.0 | Standard | 1396.38 | 34.389493 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 221.278142 | Standard | 279 |
34 | Journalist | 14075.830 | 7 | 10 | 19 | 5 | 20 | 0 | 17.14 | 12.0 | Bad | 1333.74 | 38.495465 | Yes | 31.005246 | 54.385100 | Low_spent_Large_value_payments | 272.308237 | Poor | 160 |
23 | Engineer | 88014.390 | 4 | 5 | 17 | 2 | 13 | 13 | 16.02 | 5.0 | Standard | 1221.97 | 43.360267 | Yes | 125.466484 | 87.659945 | High_spent_Large_value_payments | 744.126821 | Standard | 188 |
41 | Mechanic | 13986.835 | 6 | 3 | 15 | 2 | 5 | 17 | 7.21 | 6.0 | Standard | 482.88 | 26.357095 | No | 20.527575 | 115.349790 | Low_spent_Small_value_payments | 295.279593 | Standard | 196 |
34 | Scientist | 15330.755 | 3 | 5 | 15 | 1 | 29 | 0 | 16.47 | 7.0 | Standard | 1055.32 | 25.639792 | Yes | 12.499410 | 0.000000 | Low_spent_Large_value_payments | 324.570066 | Standard | 0 |
54 | Entrepreneur | 32227.770 | 3 | 6 | 6 | 2 | 4 | 13 | 10.40 | 2.0 | Good | 430.39 | 23.139144 | No | 37.938021 | 141.355641 | High_spent_Small_value_payments | 330.171088 | Standard | 364 |
17 | Architect | 14099.520 | 8 | 7 | 20 | 4 | 36 | 17 | 12.43 | 6.0 | Standard | 1288.65 | 34.024436 | NM | 23.916465 | 81.766358 | Low_spent_Medium_value_payments | 285.213178 | Poor | 152 |
55 | Entrepreneur | 60244.720 | 6 | 6 | 2 | 3 | 29 | 18 | 6.53 | 3.0 | Good | 989.42 | 35.032251 | No | 105.662479 | 216.114038 | High_spent_Medium_value_payments | 447.962816 | Good | 269 |
31 | Writer | 140114.000 | 3 | 6 | 1 | 0 | 10 | 0 | 0.00 | 3.0 | Good | 50.10 | 35.206749 | No | 0.000000 | 211.195412 | High_spent_Large_value_payments | 1189.121254 | Standard | 363 |
34 | Architect | 75455.340 | 3 | 6 | 11 | 1 | 29 | 13 | 3.77 | 8.0 | Standard | 68.09 | 37.768159 | Yes | 60.421743 | 147.463601 | High_spent_Large_value_payments | 643.809157 | Good | 91 |
36 | Lawyer | 125179.950 | 4 | 3 | 9 | 0 | 12 | 0 | 1.74 | 6.0 | Good | 1344.09 | 37.031822 | No | 0.000000 | 118.247713 | High_spent_Large_value_payments | 1139.118537 | Poor | 194 |
53 | Lawyer | 32972.800 | 6 | 3 | 8 | 0 | 5 | 12 | 11.01 | 7.0 | Standard | 390.41 | 34.928505 | Yes | 0.000000 | 120.003137 | High_spent_Small_value_payments | 423.670196 | Standard | 279 |
18 | Scientist | 32543.410 | 7 | 7 | 15 | 0 | 13 | 8 | 7.56 | 1.0 | Standard | 1415.01 | 27.644495 | No | 0.000000 | 361.987158 | Low_spent_Small_value_payments | 224.307925 | Standard | 324 |
47 | Entrepreneur | 56615.100 | 5 | 6 | 1 | 1 | 3 | 10 | 0.00 | 5.0 | Good | 1170.66 | 37.701688 | No | 45.618895 | 58.893041 | High_spent_Medium_value_payments | 636.380564 | Standard | 241 |
32 | Writer | 28703.710 | 6 | 3 | 8 | 2 | 24 | 13 | 12.83 | 4.0 | Standard | 899.47 | 33.916781 | Yes | 37.842515 | 50.078588 | High_spent_Large_value_payments | 414.676480 | Good | 340 |
37 | Engineer | 60255.900 | 5 | 3 | 16 | 1 | 11 | 11 | 4.38 | 7.0 | Standard | 1364.56 | 38.313604 | Yes | 27.484825 | 158.635442 | High_spent_Medium_value_payments | 566.312234 | Standard | 246 |
41 | Lawyer | 7451.970 | 10 | 6 | 29 | 5 | 46 | 20 | 9.41 | 9.0 | Bad | 1428.75 | 36.745547 | Yes | 24.087191 | 0.000000 | Low_spent_Medium_value_payments | 264.295852 | Poor | 140 |
36 | Media_Manager | 9648.820 | 4 | 7 | 6 | 6 | 20 | 16 | 8.94 | 5.0 | Standard | 1067.95 | 24.733198 | NM | 29.060143 | 81.448726 | Low_spent_Small_value_payments | 288.697964 | Standard | 207 |
50 | Scientist | 42150.690 | 3 | 3 | 6 | 1 | 4 | 8 | 13.87 | 4.0 | Good | 1013.95 | 26.401856 | No | 33.366757 | 188.128430 | Low_spent_Small_value_payments | 404.460563 | Poor | 374 |
23 | Scientist | 89870.980 | 1 | 4 | 3 | 3 | 1 | 8 | 5.08 | 2.0 | Good | 48.11 | 41.100785 | No | 192.145744 | 95.092965 | High_spent_Large_value_payments | 687.386124 | Standard | 0 |
41 | Writer | 94663.590 | 5 | 4 | 5 | 1 | 18 | 14 | 14.18 | 4.0 | Standard | 296.19 | 36.936690 | NM | 48.516450 | 406.942254 | Low_spent_Medium_value_payments | 631.004545 | Standard | 0 |
19 | Lawyer | 43240.450 | 1 | 4 | 11 | 2 | 6 | 3 | 8.07 | 3.0 | Good | 1320.52 | 28.255424 | No | 40.922374 | 96.364006 | High_spent_Large_value_payments | 480.450704 | Good | 355 |
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