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ID | Описание | Дата |
---|---|---|
61907db5-a34d-4735-950a-13ce32774986 | orchestrate B2C communities | 1985-07-30 |
4cd502b5-4d49-4fd8-bbba-7f5e20bfea3b | generate front-end solutions | 1986-10-13 |
6b539dd0-3aaa-4dd1-8d84-dba43489d5c1 | target integrated architectures | 1994-09-11 |
9a47bc3f-a8f3-4ff0-a5a2-b0fa65f25987 | leverage cross-media supply-chains | 1987-08-24 |
73688500-8e31-4218-b420-e6b38cd66e1c | embrace 24/365 bandwidth | 1998-01-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Mechanic | 50811.270 | 6 | 4 | 20 | 3 | 18 | 14 | 8.01 | 5.0 | Standard | 1274.59 | 39.122122 | Yes | 107.329464 | 87.405214 | High_spent_Medium_value_payments | 493.992573 | Standard | 75 |
32 | Musician | 39232.160 | 5 | 7 | 1 | 0 | 14 | 10 | 11.32 | 0.0 | Good | 487.44 | 29.368086 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 547.229969 | Poor | 318 |
43 | Architect | 15952.790 | 5 | 1 | 3 | 3 | 13 | 7 | 3.41 | 1.0 | Good | 645.40 | 35.783569 | NM | 25.384485 | 34.319054 | High_spent_Medium_value_payments | 315.836377 | Good | 185 |
28 | Writer | 73339.920 | 4 | 4 | 17 | 3 | 30 | 15 | 9.22 | 3.0 | Standard | 1444.26 | 37.939646 | No | 152.586281 | 646.527915 | Low_spent_Small_value_payments | 82.551804 | Standard | 246 |
29 | Developer | 58194.330 | 5 | 7 | 20 | 5 | 26 | 18 | 7.11 | 4.0 | Standard | 1208.38 | 32.360442 | Yes | 132.083695 | 154.207546 | High_spent_Small_value_payments | 440.061509 | Standard | 111 |
23 | Scientist | 16106.150 | 8 | 3 | 10 | 3 | 23 | 9 | 7.52 | 5.0 | Standard | 109.59 | 37.991856 | Yes | 35.490955 | 126.916181 | Low_spent_Medium_value_payments | 262.010781 | Standard | 233 |
23 | Scientist | 88726.460 | 2 | 3 | 7 | 3 | 5 | 4 | 14.92 | 4.0 | Good | 477.58 | 24.515254 | No | 161.224249 | 271.981661 | Low_spent_Small_value_payments | 567.281256 | Good | 380 |
49 | Manager | 57197.040 | 5 | 3 | 11 | 0 | 22 | 11 | 11.36 | 3.0 | Standard | 1278.85 | 26.314834 | No | 0.000000 | 593.938837 | Low_spent_Small_value_payments | 162.903163 | Standard | 340 |
31 | Architect | 28993.750 | 2 | 4 | 12 | 1 | 9 | 0 | 6.74 | 0.0 | Good | 822.72 | 36.489762 | No | 18.345585 | 40.296457 | High_spent_Large_value_payments | 427.272541 | Good | 242 |
14 | Musician | 36818.290 | 6 | 6 | 11 | 7 | 11 | 9 | 13.92 | 7.0 | Standard | 563.84 | 28.554576 | Yes | 195.509287 | 153.955349 | Low_spent_Medium_value_payments | 231.254447 | Standard | 159 |
28 | Architect | 64918.540 | 8 | 7 | 8 | 2 | 13 | 11 | 9.98 | 3.0 | Good | 916.93 | 37.550301 | No | 71.219837 | 484.515726 | Low_spent_Medium_value_payments | 294.752270 | Standard | 278 |
30 | Media_Manager | 143469.160 | 4 | 3 | 10 | 0 | 19 | 19 | 7.94 | 5.0 | Standard | 790.97 | 41.610764 | Yes | 0.000000 | 408.873681 | High_spent_Medium_value_payments | 1010.202652 | Poor | 327 |
55 | Writer | 126615.040 | 3 | 4 | 12 | 0 | 22 | 11 | 6.57 | 4.0 | Standard | 1468.46 | 34.043304 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 986.494653 | Standard | 353 |
48 | Entrepreneur | 19179.165 | 1 | 7 | 5 | 0 | 0 | 1 | 4.35 | 4.0 | Good | 1391.31 | 28.612417 | No | 0.000000 | 61.718699 | Low_spent_Small_value_payments | 399.307676 | Good | 338 |
40 | Architect | 27377.060 | 5 | 7 | 15 | 4 | 28 | 10 | 12.48 | 7.0 | Standard | 982.91 | 32.916600 | Yes | 57.316695 | 53.591731 | High_spent_Medium_value_payments | 338.033740 | Standard | 227 |
51 | Lawyer | 140357.320 | 5 | 7 | 11 | 0 | 30 | 6 | 7.35 | 3.0 | Standard | 990.03 | 47.338192 | Yes | 0.000000 | 120.279914 | High_spent_Large_value_payments | 1283.364419 | Standard | 0 |
31 | Musician | 16942.390 | 7 | 4 | 20 | 4 | 17 | 9 | 19.89 | 8.0 | Standard | 78.27 | 39.784197 | Yes | 46.115970 | 87.588462 | High_spent_Small_value_payments | 277.482151 | Standard | 310 |
29 | Journalist | 43200.900 | 8 | 9 | 16 | 4 | 33 | 0 | 6.88 | 7.0 | Bad | 1404.99 | 33.218267 | Yes | 117.833840 | 139.389460 | Low_spent_Medium_value_payments | 403.484200 | Poor | 137 |
36 | Entrepreneur | 103044.240 | 6 | 7 | 5 | 2 | 28 | 0 | 11.93 | 1.0 | Standard | 1196.09 | 35.304320 | Yes | 96.727865 | 0.000000 | High_spent_Large_value_payments | 803.646095 | Standard | 202 |
39 | Musician | 35917.340 | 6 | 4 | 8 | 3 | 33 | 9 | 5.57 | 5.0 | Standard | 1213.82 | 27.674021 | No | 70.330461 | 53.279895 | High_spent_Medium_value_payments | 442.300812 | Standard | 215 |
45 | Lawyer | 21426.130 | 5 | 3 | 13 | 4 | 6 | 9 | 6.71 | 3.0 | Standard | 1231.39 | 28.651363 | No | 54.229193 | 16.665520 | High_spent_Large_value_payments | 325.356370 | Good | 0 |
53 | Accountant | 78435.640 | 5 | 3 | 12 | 1 | 16 | 11 | 9.52 | 4.0 | Standard | 1310.92 | 39.195902 | No | 57.674405 | 55.782990 | High_spent_Large_value_payments | 805.972938 | Standard | 235 |
45 | Engineer | 38834.790 | 0 | 5 | 10 | 3 | 4 | 11 | 5.77 | 1.0 | Good | 530.62 | 25.568377 | No | 74.289777 | 42.376129 | High_spent_Large_value_payments | 427.857344 | Standard | 0 |
23 | Media_Manager | 117502.800 | 3 | 5 | 16 | 1 | 16 | 20 | 11.14 | 2.0 | Standard | 953.87 | 33.063298 | No | 96.481320 | 317.138102 | High_spent_Medium_value_payments | 829.970578 | Standard | 231 |
45 | Journalist | 10427.440 | 9 | 5 | 21 | 7 | 50 | 12 | 0.00 | 12.0 | Standard | 1367.85 | 23.730546 | Yes | 56.853743 | 37.313101 | Low_spent_Small_value_payments | 258.828489 | Poor | 118 |
16 | Doctor | 74502.360 | 7 | 6 | 11 | 3 | 24 | 14 | 8.45 | 6.0 | Standard | 1437.07 | 37.669044 | Yes | 169.657620 | 413.574576 | Low_spent_Small_value_payments | 306.820804 | Standard | 125 |
55 | Journalist | 34388.000 | 0 | 5 | 5 | 0 | 7 | 8 | 13.53 | 2.0 | Good | 874.17 | 33.042788 | No | 0.000000 | 207.634232 | Low_spent_Small_value_payments | 353.532435 | Good | 261 |
35 | Entrepreneur | 16245.125 | 3 | 5 | 6 | 0 | 11 | 2 | 2.79 | 7.0 | Good | 744.47 | 33.839106 | No | 0.000000 | 57.605632 | High_spent_Small_value_payments | 310.470410 | Good | 343 |
48 | Writer | 11713.625 | 3 | 4 | 10 | 1 | 25 | 11 | 4.30 | 3.0 | Good | 241.98 | 34.508765 | No | 9.005230 | 0.000000 | Low_spent_Small_value_payments | 332.533928 | Standard | 223 |
37 | Lawyer | 34500.940 | 4 | 5 | 20 | 2 | 10 | 17 | 11.28 | 1.0 | Standard | 899.48 | 37.733891 | Yes | 38.771261 | 0.000000 | Low_spent_Large_value_payments | 351.710807 | Standard | 257 |
31 | Journalist | 21403.175 | 5 | 3 | 6 | 0 | 13 | 3 | 6.79 | 3.0 | Good | 1348.10 | 28.230155 | No | 0.000000 | 150.581870 | Low_spent_Small_value_payments | 301.977922 | Standard | 371 |
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