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ID | Описание | Дата |
---|---|---|
986df02f-b93f-4e41-8731-220345ad047a | evolve scalable e-business | 2021-10-29 |
7e317b56-44d9-4887-8fbe-f2fd57b9d936 | target end-to-end e-tailers | 2010-11-28 |
14a9f4b2-056a-4f05-8df1-1c898199a57a | streamline customized communities | 2012-10-02 |
da7593dd-306b-4e66-91cc-cebedbe5017a | enable customized systems | 1983-05-07 |
3e3fa52a-8a92-447d-a4ec-310913c2f703 | engineer cutting-edge channels | 2012-04-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | Journalist | 7512.225 | 7 | 7 | 14 | 5 | 6 | 17 | 10.87 | 9.0 | Standard | 540.07 | 23.909912 | Yes | 20.686108 | 63.021396 | Low_spent_Small_value_payments | 257.594371 | Standard | 98 |
45 | Media_Manager | 66881.200 | 3 | 5 | 17 | 2 | 20 | 0 | 11.85 | 4.0 | Standard | 240.60 | 26.366439 | Yes | 56.793960 | 136.405590 | High_spent_Medium_value_payments | 644.143783 | Standard | 164 |
35 | Lawyer | 18843.620 | 7 | 6 | 7 | 5 | 5 | 8 | 12.26 | 7.0 | Standard | 1266.84 | 30.301638 | Yes | 43.640989 | 104.500539 | Low_spent_Small_value_payments | 302.188639 | Poor | 236 |
22 | Mechanic | 14647.905 | 0 | 3 | 7 | 3 | 4 | 4 | 5.77 | 3.0 | Good | 1196.73 | 24.667618 | No | 21.802704 | 67.250076 | Low_spent_Small_value_payments | 311.513095 | Standard | 315 |
49 | Writer | 41235.330 | 3 | 3 | 1 | 3 | 10 | 6 | 3.93 | 0.0 | Good | 734.69 | 40.918752 | No | 78.374187 | 303.058460 | Low_spent_Medium_value_payments | 236.995102 | Standard | 198 |
46 | Scientist | 72904.160 | 4 | 7 | 13 | 2 | 27 | 15 | 6.91 | 4.0 | Standard | 748.11 | 37.193608 | No | 67.760350 | 205.507218 | High_spent_Medium_value_payments | 610.867099 | Standard | 224 |
21 | Entrepreneur | 52410.920 | 3 | 4 | 6 | 4 | 11 | 18 | 8.63 | 4.0 | Standard | 361.32 | 37.562827 | Yes | 92.601291 | 0.000000 | Low_spent_Small_value_payments | 187.966237 | Standard | 216 |
16 | Media_Manager | 59662.980 | 7 | 4 | 16 | 3 | 24 | 8 | 8.59 | 6.0 | Standard | 634.86 | 40.548756 | NM | 85.601715 | 38.193475 | High_spent_Large_value_payments | 593.996311 | Standard | 69 |
53 | Musician | 70978.780 | 0 | 3 | 3 | 3 | 9 | 0 | 6.13 | 3.0 | Good | 967.88 | 41.832868 | No | 143.869971 | 134.615056 | High_spent_Large_value_payments | 540.804807 | Standard | 398 |
52 | Media_Manager | 35976.970 | 2 | 3 | 12 | 3 | 2 | 1 | 11.61 | 4.0 | Good | 568.67 | 26.173905 | No | 53.686329 | 290.001623 | Low_spent_Medium_value_payments | 248.920131 | Good | 380 |
23 | Teacher | 16653.500 | 3 | 2 | 7 | 2 | 11 | 11 | 11.50 | 4.0 | Good | 574.43 | 34.478918 | No | 20.634245 | 74.098968 | Low_spent_Medium_value_payments | 294.845953 | Good | 189 |
42 | Architect | 118636.880 | 8 | 6 | 9 | 1 | 15 | 15 | 11.94 | 4.0 | Standard | 1097.71 | 41.193880 | Yes | 86.542931 | 636.768468 | High_spent_Small_value_payments | 523.229267 | Standard | 243 |
24 | Entrepreneur | 12302.195 | 7 | 7 | 7 | 0 | 12 | 18 | 5.54 | 1.0 | Standard | 419.95 | 24.851886 | No | 0.000000 | 30.377519 | High_spent_Small_value_payments | 311.840773 | Standard | 239 |
41 | Lawyer | 19543.580 | 7 | 9 | 24 | 6 | 25 | 17 | 9.08 | 10.0 | Bad | 1362.43 | 30.201557 | Yes | 94.227909 | 58.277495 | Low_spent_Small_value_payments | 277.557763 | Poor | 212 |
31 | Scientist | 57150.740 | 4 | 4 | 18 | 1 | 12 | 20 | 15.69 | 7.0 | Standard | 438.69 | 26.826267 | Yes | 24.219298 | 440.125439 | Low_spent_Small_value_payments | 312.011429 | Standard | 74 |
23 | Musician | 106168.770 | 0 | 4 | 9 | 3 | 1 | 8 | 4.62 | 4.0 | Good | 525.82 | 33.168326 | No | 191.448806 | 495.705134 | Low_spent_Small_value_payments | 472.885810 | Standard | 294 |
36 | Mechanic | 24577.480 | 5 | 5 | 18 | 6 | 23 | 4397 | 11.91 | 10.0 | Standard | 844.54 | 37.564481 | Yes | 95.538487 | 105.950033 | Low_spent_Small_value_payments | 294.023813 | Standard | 175 |
27 | Scientist | 18060.640 | 8 | 7 | 23 | 3 | 29 | 25 | 3.13 | 7.0 | Bad | 1384.96 | 25.583562 | Yes | 30.223229 | 102.706256 | Low_spent_Small_value_payments | 285.075848 | Poor | 0 |
37 | Scientist | 60537.180 | 7 | 4 | 6 | 2 | 19 | 16 | 11.93 | 2.0 | Standard | 393.50 | 36.957426 | Yes | 99.211255 | 75.863119 | High_spent_Medium_value_payments | 593.202126 | Standard | 371 |
46 | Accountant | 21412.855 | 5 | 4 | 7 | 2 | 1 | 5 | 11.76 | 3.0 | Good | 107.79 | 25.577724 | No | 21.292807 | 226.448483 | Low_spent_Small_value_payments | 213.099168 | Good | 305 |
49 | Entrepreneur | 133628.520 | 3 | 4 | 3 | 0 | 11 | 0 | 0.00 | 7.0 | Good | 135.75 | 35.837023 | No | 0.000000 | 344.709814 | High_spent_Medium_value_payments | 1035.161186 | Standard | 225 |
24 | Journalist | 105151.320 | 6 | 3 | 11 | 0 | 20 | 15 | 8.78 | 9.0 | Standard | 689.43 | 31.137522 | Yes | 0.000000 | 582.756578 | Low_spent_Small_value_payments | 593.404422 | Standard | 377 |
33 | Teacher | 35822.340 | 0 | 2 | 3 | 3 | 7 | 1 | 0.00 | 0.0 | Good | 419.31 | 38.663547 | No | 76.384490 | 252.336799 | Low_spent_Medium_value_payments | 250.798212 | Good | 257 |
18 | Media_Manager | 40846.360 | 3 | 2 | 7 | 1 | 3 | 7 | 6.53 | 1.0 | Good | 1262.52 | 36.246644 | No | 28.162839 | 123.971219 | High_spent_Medium_value_payments | 459.352275 | Good | 230 |
43 | Musician | 59039.520 | 5 | 6 | 12 | 3 | 17 | 16 | 10.06 | 0.0 | Good | 1136.34 | 35.415750 | No | 130.513499 | 0.000000 | High_spent_Medium_value_payments | 407.730529 | Good | 362 |
23 | Doctor | 90794.280 | 5 | 4 | 5 | 3 | 23 | 0 | 8.34 | 9.0 | Standard | 622.21 | 25.728683 | Yes | 166.918982 | 56.796617 | High_spent_Large_value_payments | 790.003401 | Poor | 213 |
38 | Lawyer | 14982.000 | 6 | 3 | 17 | 2 | 31 | 19 | 15.66 | 7.0 | Standard | 693.77 | 35.695995 | NM | 24.569161 | 72.229743 | Low_spent_Small_value_payments | 306.951096 | Standard | 266 |
22 | Engineer | 20981.460 | 5 | 5 | 6 | 4 | 9 | 0 | 15.02 | 1.0 | Standard | 793.39 | 26.122816 | NM | 37.328956 | 27.554323 | High_spent_Medium_value_payments | 346.262221 | Standard | 209 |
27 | Writer | 120696.880 | 8 | 5 | 7 | 0 | 14 | 10 | 9.91 | 3.0 | Good | 489.04 | 39.295491 | NM | 0.000000 | 148.476628 | High_spent_Medium_value_payments | 1134.630706 | Good | 274 |
24 | Engineer | 7160.835 | 10 | 9 | 16 | 5 | 28 | 18 | 9.51 | 11.0 | Standard | 1285.23 | 38.826278 | NM | 25.072510 | 27.127271 | Low_spent_Small_value_payments | 280.973844 | Poor | 242 |
29 | Media_Manager | 10620.460 | 6 | 5 | 11 | 1 | 20 | 17 | 3.36 | 1.0 | Standard | 1014.29 | 30.335668 | No | 49.766912 | 62.773461 | Low_spent_Small_value_payments | 300.054712 | Standard | 292 |
39 | Architect | 62661.540 | 5 | 5 | 12 | 1 | 11 | 20 | 7.20 | 1.0 | Good | 466.20 | 26.071634 | No | 32.721131 | 408.377666 | Low_spent_Medium_value_payments | 344.280703 | Standard | 332 |
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