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ID | Описание | Дата |
---|---|---|
b1f9d6f0-25c6-45da-82ff-856102cca61b | synthesize interactive solutions | 1971-01-09 |
2a499d09-5f71-4bdd-8666-0e3039b1893f | scale user-centric portals | 2015-05-09 |
2623a51f-06fc-4a3b-9dab-2bad24f60e85 | aggregate cross-platform convergence | 1994-03-12 |
60cbb59b-c505-4672-92a7-eb2b9d91e854 | morph value-added convergence | 2009-10-07 |
cf9cccc0-df5c-4201-8fcd-4fca6d8aec3c | scale visionary action-items | 1985-08-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Teacher | 18305.250 | 2 | 1 | 4 | 0 | 11 | 12 | 5.27 | 2.0 | Good | 363.51 | 25.853901 | No | 0.000000 | 112.259433 | Low_spent_Large_value_payments | 313.484317 | Good | 243 |
39 | Doctor | 108161.700 | 5 | 6 | 1 | 2 | 29 | 13 | 6.16 | 4.0 | Good | 633.47 | 25.247338 | No | 169.674268 | 0.000000 | Low_spent_Large_value_payments | 301.445311 | Good | 303 |
48 | Developer | 27311.970 | 5 | 3 | 20 | 4 | 28 | 17 | 16.04 | 1.0 | Standard | 606.78 | 33.976497 | Yes | 88.738054 | 216.938640 | Low_spent_Large_value_payments | 199.223056 | Standard | 366 |
27 | Mechanic | 53894.120 | 8 | 4 | 11 | 1 | 24 | 18 | 8.71 | 3.0 | Good | 557.04 | 28.064870 | No | 23.937009 | 484.615041 | Low_spent_Small_value_payments | 239.765617 | Standard | 250 |
55 | Architect | 12155.275 | 7 | 3 | 9 | 1 | 12 | 15 | 20.74 | 5.0 | Standard | 786.65 | 24.783776 | Yes | 5.138485 | 124.393935 | Low_spent_Small_value_payments | 282.961538 | Standard | 388 |
52 | Developer | 35444.720 | 1 | 5 | 5 | 0 | 14 | 11 | 4.84 | 2.0 | Good | 1348.43 | 41.121920 | No | 0.000000 | 92.761561 | High_spent_Medium_value_payments | 478.911106 | Standard | 218 |
45 | Scientist | 91869.450 | 5 | 4 | 8 | 3 | 13 | 0 | 11.27 | 2.0 | Good | 135.37 | 27.435784 | No | 168.198289 | 650.294767 | Low_spent_Medium_value_payments | 204.185694 | Standard | 374 |
43 | Accountant | 62109.240 | 5 | 4 | 15 | 4 | 28 | 11 | 7.63 | 7.0 | Standard | 1308.94 | 23.159756 | Yes | 166.158548 | 221.262091 | High_spent_Small_value_payments | 387.856361 | Standard | 328 |
18 | Doctor | 20485.760 | 3 | 2 | 11 | 3 | 3 | 12 | 3.65 | 2.0 | Good | 1362.09 | 37.891275 | No | 29.226493 | 212.757475 | Low_spent_Small_value_payments | 243.030698 | Good | 287 |
42 | Developer | 163978.400 | 2 | 2 | 7 | 1 | 9 | 1 | 2.94 | 1.0 | Good | 789.36 | 37.836064 | NM | 121.396026 | 1611.277939 | Low_spent_Small_value_payments | 0.000000 | Good | 217 |
36 | Musician | 11482.565 | 4 | 3 | 10 | 3 | 19 | 18 | 10.05 | 3.0 | Standard | 517.07 | 35.919634 | No | 15.370863 | 52.878052 | High_spent_Small_value_payments | 304.639127 | Standard | 186 |
27 | Architect | 42162.240 | 6 | 6 | 1 | 2 | 15 | 16 | 0.13 | 2.0 | Standard | 664.70 | 32.599221 | No | 56.148421 | 413.962708 | Low_spent_Small_value_payments | 198.140871 | Standard | 379 |
30 | Architect | 11128.910 | 4 | 7 | 7 | 4 | 20 | 16 | 3.64 | 2.0 | Standard | 1201.98 | 35.301997 | No | 33.955603 | 54.887042 | Low_spent_Small_value_payments | 311.498272 | Standard | 283 |
25 | Musician | 24148.540 | 4 | 4 | 14 | 4 | 24 | 18 | 3.03 | 1.0 | Standard | 157.98 | 24.035296 | No | 72.798279 | 73.208199 | High_spent_Medium_value_payments | 282.031354 | Standard | 259 |
26 | Mechanic | 59112.810 | 5 | 7 | 8 | 3 | 14 | 8 | 10.12 | 8.0 | Standard | 1421.95 | 39.024872 | Yes | 112.191513 | 93.460644 | High_spent_Medium_value_payments | 524.554593 | Standard | 269 |
26 | Lawyer | 20099.990 | 7 | 6 | 9 | 2 | 16 | 11 | 17.16 | 12.0 | Standard | 401.73 | 40.921847 | Yes | 26.229344 | 106.948618 | High_spent_Small_value_payments | 290.621955 | Good | 0 |
25 | Journalist | 16066.290 | 6 | 5 | 8 | 2 | 29 | 12 | 5.66 | 1.0 | Good | 78.69 | 29.572127 | No | 23.323259 | 104.778963 | Low_spent_Medium_value_payments | 267.383529 | Standard | 387 |
44 | Scientist | 15990.655 | 7 | 3 | 17 | 5 | 6 | 17 | 11.85 | 8.0 | Standard | 1214.53 | 39.142777 | NM | 53.918469 | 106.106353 | Low_spent_Small_value_payments | 254.430637 | Poor | 176 |
55 | Accountant | 61169.820 | 5 | 4 | 6 | 0 | 6 | 13 | 9.85 | 3.0 | Good | 1144.88 | 25.878623 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 576.705296 | Good | 263 |
26 | Scientist | 50807.440 | 8 | 4 | 11 | 4 | 12 | 8 | 6.60 | 4.0 | Standard | 869.59 | 30.058853 | Yes | 88.759919 | 153.984488 | High_spent_Medium_value_payments | 427.050926 | Standard | 270 |
46 | Lawyer | 15682.145 | 3 | 4 | 4 | 1 | 13 | 10 | 2.55 | 4.0 | Good | 1249.34 | 33.099826 | No | 8.485267 | 135.316044 | Low_spent_Small_value_payments | 287.483231 | Poor | 274 |
45 | Musician | 80633.220 | 2 | 4 | 6 | 4 | 12 | 6 | 6.27 | 0.0 | Good | 295.42 | 28.294940 | NM | 142.824221 | 0.000000 | Low_spent_Medium_value_payments | 347.413890 | Good | 324 |
55 | Journalist | 17510.865 | 7 | 4 | 10 | 4 | 18 | 16 | 1.00 | 2.0 | Standard | 1053.65 | 28.664093 | No | 38.069575 | 0.000000 | Low_spent_Small_value_payments | 241.155810 | Standard | 340 |
22 | Entrepreneur | 16844.130 | 2 | 7 | 6 | 0 | 5 | 7 | 9.34 | 5.0 | Good | 1269.39 | 28.890269 | No | 0.000000 | 104.617158 | Low_spent_Small_value_payments | 301.050592 | Standard | 398 |
44 | Musician | 36637.100 | 7 | 6 | 15 | 2 | 18 | 0 | 11.39 | 2.0 | Standard | 68.98 | 27.837172 | No | 50.967630 | 65.162518 | High_spent_Small_value_payments | 450.779019 | Standard | 330 |
51 | Musician | 32469.290 | 5 | 4 | 9 | 0 | 15 | 5 | 1.39 | 6.0 | Good | 129.41 | 25.763004 | No | 0.000000 | 47.842260 | High_spent_Large_value_payments | 466.035157 | Standard | 0 |
35 | Developer | 84604.800 | 4 | 5 | 14 | 2 | 8 | 8 | 1.71 | 2.0 | Standard | 756.43 | 28.897549 | Yes | 80.240708 | 405.365959 | Low_spent_Medium_value_payments | 484.333333 | Standard | 300 |
15 | Lawyer | 19886.070 | 8 | 6 | 5 | 2 | 17 | 11 | 13.65 | 5.0 | Standard | 1108.32 | 30.890528 | Yes | 29.605318 | 50.358166 | High_spent_Small_value_payments | 366.453765 | Standard | 199 |
43 | Entrepreneur | 19344.270 | 5 | 3 | 8 | 1 | 16 | 15 | 3.28 | 2.0 | Standard | 861.19 | 27.457636 | NM | 12.234651 | 139.118757 | Low_spent_Small_value_payments | 292.748842 | Standard | 329 |
16 | Lawyer | 18781.730 | 6 | 6 | 25 | 2 | 19 | 16 | 9.25 | 10.0 | Bad | 1314.30 | 27.184913 | Yes | 28.171864 | 152.551252 | Low_spent_Small_value_payments | 272.091301 | Poor | 151 |
48 | Architect | 109322.700 | 5 | 3 | 1 | 1 | 12 | 8 | 13.90 | 7.0 | Good | 387.99 | 39.897716 | No | 58.170621 | 204.219009 | High_spent_Large_value_payments | 902.432870 | Good | 313 |
35 | Journalist | 14906.670 | 6 | 6 | 10 | 2 | 14 | 20 | 17.58 | 3.0 | Standard | 100.30 | 38.061147 | Yes | 104.177047 | 107.887386 | Low_spent_Medium_value_payments | 270.552342 | Standard | 362 |
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