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ID | Описание | Дата |
---|---|---|
9e0c892b-d6e4-443d-8c0c-491ca676291a | monetize user-centric niches | 1973-08-24 |
c8281cfb-f7f4-431b-a888-32cf89038f46 | drive back-end metrics | 1995-08-01 |
9a657d28-9813-44e6-9e77-5b3baff36bdd | aggregate dynamic models | 1971-09-24 |
d58d182d-f29a-4bc3-a8b3-33208e8f01b0 | synthesize wireless networks | 2003-02-05 |
7cad34f9-3a43-4bbb-a1ca-e9c9d0bb1c04 | engage web-enabled experiences | 1975-02-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Entrepreneur | 21075.360 | 3 | 1 | 5 | 2 | 13 | 5 | 2.53 | 6.0 | Good | 1498.02 | 32.189947 | No | 19.347311 | 50.531600 | High_spent_Medium_value_payments | 370.549088 | Standard | 350 |
34 | Media_Manager | 15688.250 | 4 | 7 | 12 | 2 | 1 | 13 | 3.34 | 3.0 | Standard | 1029.41 | 35.046560 | Yes | 19.371722 | 125.601154 | Low_spent_Small_value_payments | 289.762541 | Standard | 222 |
51 | Lawyer | 20871.240 | 3 | 5 | 6 | 0 | 17 | 11 | 2.95 | 0.0 | Good | 364.42 | 26.478626 | No | 0.000000 | 63.434678 | High_spent_Medium_value_payments | 368.392322 | Good | 189 |
33 | Developer | 14263.355 | 1 | 7 | 12 | 2 | 15 | 10 | 10.75 | 4.0 | Good | 542.50 | 39.826929 | No | 23.475310 | 81.836877 | Low_spent_Small_value_payments | 276.549104 | Standard | 223 |
36 | Teacher | 59961.820 | 5 | 1 | 7 | 3 | 17 | 2 | 7.07 | 1.0 | Good | 91.38 | 27.559533 | No | 93.842336 | 197.309979 | Low_spent_Large_value_payments | 477.229518 | Good | 353 |
25 | Media_Manager | 11189.065 | 6 | 3 | 15 | 3 | 24 | 11 | 13.09 | 7.0 | Standard | 761.18 | 33.980973 | NM | 18.439801 | 63.218308 | Low_spent_Small_value_payments | 324.284099 | Standard | 126 |
37 | Entrepreneur | 61449.660 | 7 | 8 | 25 | 6 | 46 | 20 | 3.25 | 8.0 | Bad | 1315.40 | 33.667854 | NM | 159.546414 | 64.282833 | High_spent_Medium_value_payments | 559.551253 | Poor | 137 |
34 | Doctor | 18514.195 | 0 | 4 | 8 | 2 | 4 | 2 | 5.23 | 3.0 | Good | 62.75 | 36.430664 | No | 20.050474 | 69.868387 | Low_spent_Small_value_payments | 371.466098 | Standard | 402 |
14 | Manager | 123242.360 | 5 | 3 | 9 | 2 | 21 | 18 | 11.73 | 5.0 | Standard | 37.69 | 43.696087 | Yes | 180.100791 | 268.899857 | High_spent_Large_value_payments | 842.419018 | Standard | 289 |
26 | Architect | 26976.430 | 7 | 7 | 7 | 4 | 32 | 10 | 15.26 | 3.0 | Standard | 426.03 | 36.830200 | Yes | 62.530300 | 37.940009 | High_spent_Medium_value_payments | 402.033275 | Good | 302 |
52 | Journalist | 100100.220 | 5 | 4 | 7 | 0 | 16 | 11 | 3.94 | 1.0 | Good | 1472.32 | 33.501642 | No | 0.000000 | 255.908432 | High_spent_Medium_value_payments | 823.260068 | Standard | 0 |
16 | Scientist | 53611.710 | 6 | 5 | 8 | 3 | 5 | 0 | 13.82 | 8.0 | Standard | 1458.84 | 29.310274 | Yes | 87.357129 | 198.230090 | High_spent_Medium_value_payments | 437.777031 | Standard | 91 |
19 | Lawyer | 61778.700 | 7 | 4 | 18 | 4 | 30 | 10 | 9.06 | 2.0 | Standard | 519.01 | 31.736864 | No | 131.983825 | 59.588499 | High_spent_Large_value_payments | 543.950176 | Standard | 187 |
49 | Accountant | 56609.580 | 8 | 3 | 10 | 2 | 23 | 14 | 10.59 | 0.0 | Standard | 548.32 | 31.623899 | Yes | 73.933475 | 371.265679 | Low_spent_Small_value_payments | 317.447347 | Good | 229 |
51 | Developer | 30373.350 | 3 | 5 | 4 | 3 | 13 | 9 | 11.51 | 1.0 | Good | 791.40 | 33.049510 | No | 55.614250 | 147.865001 | Low_spent_Small_value_payments | 336.031999 | Poor | 379 |
46 | Writer | 31029.870 | 1 | 4 | 11 | 2 | 2 | 3 | 1.61 | 2.0 | Good | 1347.05 | 35.857015 | No | 34.949220 | 180.337248 | High_spent_Small_value_payments | 330.395782 | Good | 189 |
24 | Lawyer | 66610.280 | 4 | 5 | 9 | 2 | 14 | 12 | 0.00 | 7.0 | Standard | 1167.86 | 26.608123 | Yes | 84.914150 | 335.371123 | High_spent_Small_value_payments | 379.300394 | Standard | 394 |
19 | Architect | 106215.040 | 6 | 4 | 9 | 3 | 27 | 15 | 9.71 | 10.0 | Standard | 1067.77 | 32.494445 | Yes | 152.955728 | 352.460949 | High_spent_Small_value_payments | 613.808656 | Standard | 286 |
41 | Media_Manager | 97351.800 | 3 | 5 | 11 | 1 | 11 | 10 | 8.72 | 2.0 | Standard | 1055.95 | 29.010280 | Yes | 44.964137 | 0.000000 | Low_spent_Medium_value_payments | 270.116049 | Standard | 393 |
43 | Entrepreneur | 14667.260 | 6 | 4 | 19 | 1 | 17 | 19 | 0.02 | 5.0 | Standard | 80.61 | 33.971421 | No | 11.669519 | 158.743340 | Low_spent_Small_value_payments | 246.614307 | Standard | 229 |
43 | Scientist | 81506.320 | 7 | 4 | 7 | 2 | 9 | 0 | 11.02 | 5.0 | Standard | 933.67 | 41.154294 | Yes | 92.506250 | 255.249305 | Low_spent_Medium_value_payments | 633.463779 | Poor | 118 |
26 | Mechanic | 82394.160 | 6 | 3 | 19 | 2 | 25 | 9 | 0.00 | 5.0 | Standard | 676.20 | 37.458430 | Yes | 85.567589 | 0.000000 | High_spent_Medium_value_payments | 656.273886 | Standard | 136 |
38 | Lawyer | 91390.920 | 4 | 3 | 9 | 4 | 11 | 16 | 17.29 | 3.0 | Standard | 1436.54 | 36.785840 | Yes | 190.234316 | 483.290199 | High_spent_Small_value_payments | 357.566485 | Standard | 291 |
30 | Manager | 104367.210 | 6 | 5 | 19 | 1 | 16 | 13 | 11.24 | 6.0 | Standard | 460.46 | 42.865824 | No | 83.349459 | 261.477662 | High_spent_Medium_value_payments | 753.799629 | Standard | 187 |
53 | Media_Manager | 65869.240 | 1 | 7 | 10 | 3 | 1 | 6 | 5.20 | 2.0 | Good | 506.20 | 34.158072 | No | 154.162231 | 64.697973 | High_spent_Medium_value_payments | 601.350129 | Good | 215 |
26 | Teacher | 23977.890 | 3 | 5 | 16 | 4 | 17 | 18 | 6.75 | 3.0 | Standard | 423.36 | 36.206782 | No | 72.009672 | 123.777916 | Low_spent_Small_value_payments | 277.628162 | Standard | 362 |
55 | Journalist | 18524.520 | 2 | 3 | 8 | 0 | 14 | 5 | 11.58 | 3.0 | Good | 865.36 | 34.130146 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 368.950988 | Good | 336 |
20 | Writer | 71535.380 | 4 | 7 | 14 | 2 | 22 | 18 | 1.26 | 5.0 | Standard | 1349.87 | 28.617585 | Yes | 118.725674 | 0.000000 | High_spent_Large_value_payments | 660.153719 | Standard | 283 |
34 | Writer | 23336.970 | 3 | 4 | 20 | 1 | 11 | 18 | 4.96 | 3.0 | Standard | 276.17 | 23.996001 | No | 17.019996 | 64.137587 | Low_spent_Large_value_payments | 363.317166 | Standard | 248 |
36 | Lawyer | 98087.760 | 4 | 4 | 8 | 4 | 9 | 7 | 11.90 | 8.0 | Standard | 55.46 | 33.045141 | Yes | 184.255999 | 0.000000 | Low_spent_Medium_value_payments | 677.942822 | Standard | 145 |
49 | Manager | 59412.780 | 4 | 7 | 14 | 1 | 19 | 9 | 10.73 | 3.0 | Standard | 936.76 | 27.021002 | Yes | 37.556943 | 133.344836 | High_spent_Medium_value_payments | 586.404722 | Standard | 322 |
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