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ID | Описание | Дата |
---|---|---|
355b282e-0fcd-488b-91b7-c2aea40ee823 | revolutionize granular e-commerce | 1981-07-08 |
55de9607-cd36-4295-9ce0-7d750d8c76c5 | syndicate global vortals | 1979-10-17 |
215152d3-b4ef-412b-bd7e-f80b74262985 | leverage revolutionary methodologies | 2011-09-07 |
0ddca0ac-4258-4127-967f-8fd1b573473b | integrate dot-com functionalities | 2011-06-28 |
ee9b0961-3512-43e2-a1aa-717e634d3d2a | disintermediate ubiquitous architectures | 1979-01-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Manager | 31633.540 | 1 | 5 | 8 | 3 | 8 | 7 | 9.70 | 4.0 | Good | 846.45 | 35.003638 | NM | 50.768440 | 136.638170 | High_spent_Small_value_payments | 365.606224 | Poor | 267 |
21 | Architect | 17856.720 | 8 | 6 | 23 | 6 | 41 | 21 | 0.65 | 10.0 | Bad | 1431.47 | 37.233313 | Yes | 165.490401 | 78.214846 | Low_spent_Medium_value_payments | 269.923381 | Poor | 216 |
42 | Entrepreneur | 31645.660 | 4 | 4 | 4 | 2 | 25 | 14 | 8.60 | 4.0 | Good | 807.06 | 32.943315 | No | 34.257541 | 0.000000 | Low_spent_Large_value_payments | 331.110591 | Good | 313 |
25 | Scientist | 111456.210 | 1 | 7 | 7 | 3 | 4 | 5 | 4.91 | 4.0 | Good | 317.32 | 35.939115 | NM | 154.397390 | 139.797872 | High_spent_Large_value_payments | 878.606488 | Good | 359 |
47 | Media_Manager | 16319.375 | 7 | 3 | 1 | 2 | 16 | 13 | 7.67 | 4.0 | Standard | 1275.32 | 38.625188 | No | 16.291129 | 162.996959 | Low_spent_Small_value_payments | 262.606704 | Standard | 283 |
27 | Lawyer | 23454.090 | 5 | 5 | 11 | 5 | 17 | 14 | 17.99 | 8.0 | Standard | 846.41 | 40.055519 | Yes | 73.348092 | 69.406477 | High_spent_Small_value_payments | 338.396181 | Standard | 146 |
39 | Developer | 110924.580 | 4 | 7 | 2 | 0 | 23 | 15 | 9.36 | 5.0 | Good | 1326.13 | 28.718122 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 952.375092 | Standard | 244 |
22 | Teacher | 57619.530 | 4 | 6 | 7 | 2 | 9 | 18 | 10.63 | 2.0 | Good | 1284.31 | 41.236479 | No | 81.523651 | 88.545323 | High_spent_Medium_value_payments | 544.293776 | Poor | 376 |
27 | Mechanic | 17181.105 | 4 | 4 | 17 | 4 | 6 | 20 | 12.72 | 6.0 | Standard | 323.74 | 39.293500 | Yes | 34.004072 | 0.000000 | High_spent_Small_value_payments | 357.814505 | Standard | 222 |
21 | Teacher | 11426.590 | 4 | 7 | 5 | 0 | 28 | 11 | 10.56 | 11.0 | Standard | 465.10 | 32.192145 | Yes | 0.000000 | 81.133612 | Low_spent_Small_value_payments | 302.387971 | Poor | 206 |
51 | Doctor | 121675.680 | 3 | 7 | 3 | 1 | 11 | 7 | 3.00 | 1.0 | Good | 984.27 | 39.598431 | No | 95.857347 | 186.099778 | High_spent_Large_value_payments | 966.606875 | Good | 190 |
55 | Manager | 16857.295 | 0 | 5 | 12 | 3 | 21 | 10 | 11.23 | 1.0 | Good | 741.75 | 32.592012 | No | 29.609551 | 50.148903 | High_spent_Small_value_payments | 292.419005 | Poor | 266 |
45 | Lawyer | 60125.180 | 3 | 5 | 4 | 2 | 3 | 0 | 3.95 | 3.0 | Good | 677.68 | 26.526809 | No | 82.295777 | 597.330816 | Low_spent_Small_value_payments | 138.416573 | Good | 365 |
20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 3 | 4 | 5.97 | 4.0 | Good | 1141.72 | 27.929865 | No | 66.377840 | 233.538388 | High_spent_Small_value_payments | 1010.795522 | Standard | 340 |
41 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 11 | 20 | 13.86 | 4.0 | Standard | 1.37 | 37.241917 | Yes | 60.277781 | 60.142392 | High_spent_Large_value_payments | 777.651077 | Standard | 308 |
30 | Lawyer | 23317.740 | 4 | 5 | 12 | 3 | 24 | 12 | 0.60 | 0.0 | Good | 387.02 | 36.626313 | No | 32.033127 | 93.883347 | Low_spent_Small_value_payments | 374.998025 | Standard | 247 |
20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 6 | 10 | 19.98 | 2.0 | Standard | 1008.31 | 31.260939 | NM | 80.569833 | 142.405778 | High_spent_Medium_value_payments | 447.798390 | Standard | 195 |
26 | Mechanic | 40636.560 | 2 | 6 | 1 | 1 | 19 | 7 | 5.91 | 4.0 | Good | 490.98 | 27.525841 | No | 31.226807 | 35.790233 | High_spent_Large_value_payments | 519.020960 | Standard | 336 |
32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 26 | 8 | 19.26 | 0.0 | Standard | 362.31 | 34.614146 | Yes | 64.189623 | 32.911643 | High_spent_Large_value_payments | 409.308317 | Standard | 249 |
45 | Media_Manager | 35911.330 | 3 | 3 | 2 | 2 | 9 | 16 | 5.50 | 3.0 | Standard | 739.82 | 38.439689 | No | 39.112882 | 287.972911 | Low_spent_Small_value_payments | 263.275290 | Standard | 219 |
24 | Lawyer | 10805.560 | 5 | 6 | 15 | 2 | 22 | 16 | 0.29 | 2.0 | Standard | 298.98 | 30.610442 | No | 13.161860 | 71.563209 | Low_spent_Small_value_payments | 268.021265 | Standard | 213 |
28 | Musician | 21454.790 | 0 | 6 | 12 | 4 | 4 | 0 | 1.56 | 3.0 | Good | 1152.36 | 26.751543 | No | 46.473274 | 0.000000 | Low_spent_Large_value_payments | 301.289313 | Good | 372 |
53 | Teacher | 69605.000 | 3 | 4 | 5 | 2 | 26 | 11 | 10.97 | 0.0 | Good | 1176.76 | 37.848160 | No | 104.422543 | 305.096822 | Low_spent_Medium_value_payments | 424.822301 | Poor | 203 |
27 | Journalist | 34341.620 | 6 | 6 | 2 | 3 | 18 | 19 | 11.40 | 3.0 | Standard | 557.48 | 35.222471 | No | 57.175507 | 49.013926 | High_spent_Medium_value_payments | 458.890734 | Standard | 358 |
43 | Mechanic | 68898.000 | 7 | 4 | 11 | 0 | 24 | 14 | 5.80 | 5.0 | Standard | 312.14 | 41.090614 | No | 0.000000 | 162.872372 | High_spent_Small_value_payments | 655.977628 | Poor | 335 |
29 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 5 | 15 | 7.26 | 8.0 | Standard | 1314.99 | 36.877039 | NM | 0.000000 | 290.829592 | Low_spent_Medium_value_payments | 609.154241 | Standard | 217 |
24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 18 | 13 | 7.23 | 8.0 | Standard | 1460.73 | 36.970440 | Yes | 199.635763 | 705.028221 | Low_spent_Small_value_payments | 0.000000 | Standard | 0 |
42 | Entrepreneur | 43426.900 | 1 | 6 | 2 | 4 | 7 | 7 | 13.35 | 6.0 | Good | 0.95 | 25.605834 | No | 98.631464 | 155.283574 | Low_spent_Small_value_payments | 385.875795 | Standard | 386 |
37 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 9 | 2.78 | 5.0 | Standard | 426.40 | 42.468286 | No | 92.526657 | 297.877087 | High_spent_Medium_value_payments | 803.548922 | Standard | 343 |
24 | Media_Manager | 44393.860 | 6 | 3 | 12 | 2 | 15 | 11 | 10.74 | 3.0 | Standard | 1270.97 | 38.288971 | Yes | 63.794335 | 48.742511 | High_spent_Large_value_payments | 477.911987 | Standard | 244 |
20 | Scientist | 33426.960 | 10 | 6 | 34 | 7 | 57 | 25 | 0.00 | 8.0 | Bad | 1432.30 | 24.668390 | Yes | 187.191253 | 59.513429 | Low_spent_Large_value_payments | 276.653318 | Poor | 218 |
29 | Teacher | 33896.530 | 7 | 3 | 18 | 2 | 25 | 0 | 10.95 | 2.0 | Standard | 807.65 | 31.811082 | Yes | 40.293529 | 0.000000 | Low_spent_Large_value_payments | 247.968723 | Standard | 323 |
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