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ID | Описание | Дата |
---|---|---|
11b9f9b4-c091-436d-a417-2bdeb2d49c1e | synergize next-generation e-services | 2016-06-04 |
bcecab76-3eb7-4a15-be8b-47ec98539aad | brand frictionless solutions | 2008-05-27 |
5465c749-1f3c-41a9-96e9-6dd778c4ccd7 | monetize 24/365 infrastructures | 2023-05-18 |
ecba41c7-53f5-478b-9ba8-ff7a994003e5 | utilize customized networks | 2016-12-14 |
79a766b9-251f-4ada-bfd8-3ba1fb936f81 | incubate intuitive deliverables | 1982-09-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Musician | 28587.290 | 4 | 1 | 7 | 0 | 0 | 2 | 1.22 | 0.0 | Good | 1496.38 | 27.752090 | No | 0.000000 | 129.737134 | Low_spent_Small_value_payments | 422.390283 | Good | 291 |
18 | Entrepreneur | 81935.420 | 5 | 4 | 9 | 1 | 5 | 15 | 0.00 | 2.0 | Good | 625.32 | 32.288777 | No | 66.457710 | 0.000000 | Low_spent_Large_value_payments | 560.487426 | Poor | 258 |
43 | Musician | 35346.690 | 1 | 6 | 12 | 1 | 0 | 0 | 8.30 | 4.0 | Good | 497.75 | 35.284084 | No | 23.593978 | 278.877496 | Low_spent_Small_value_payments | 263.284276 | Standard | 357 |
32 | Manager | 16216.795 | 5 | 6 | 13 | 0 | 22 | 10 | 1.10 | 2.0 | Standard | 1470.14 | 34.404603 | No | 0.000000 | 149.788975 | Low_spent_Medium_value_payments | 275.650983 | Standard | 281 |
39 | Lawyer | 31227.620 | 0 | 4 | 1 | 2 | 13 | 1 | 6.08 | 4.0 | Good | 364.35 | 31.474182 | No | 26.872141 | 190.118730 | High_spent_Small_value_payments | 317.539296 | Good | 340 |
22 | Doctor | 32160.080 | 5 | 6 | 12 | 4 | 28 | 9 | 8.38 | 0.0 | Standard | 317.33 | 36.392842 | No | 76.873755 | 35.377952 | High_spent_Large_value_payments | 375.748959 | Standard | 285 |
35 | Teacher | 17646.250 | 4 | 6 | 14 | 4 | 26 | 20 | 18.70 | 4.0 | Standard | 414.40 | 26.686332 | Yes | 40.653143 | 121.027515 | Low_spent_Small_value_payments | 251.371426 | Standard | 85 |
23 | Musician | 42767.890 | 1 | 7 | 11 | 1 | 9 | 6 | 2.63 | 3.0 | Good | 1413.55 | 40.448896 | No | 20.338019 | 29.219024 | High_spent_Large_value_payments | 532.542041 | Standard | 318 |
38 | Architect | 100148.800 | 6 | 6 | 18 | 4 | 24 | 14 | 4.13 | 11.0 | Standard | 337.84 | 28.242314 | Yes | 194.670317 | 247.921299 | Low_spent_Large_value_payments | 644.981717 | Standard | 141 |
24 | Lawyer | 22705.830 | 4 | 6 | 4 | 2 | 24 | 12 | 4.53 | 4.0 | Good | 854.10 | 34.089185 | No | 22.670803 | 0.000000 | Low_spent_Medium_value_payments | 313.188607 | Standard | 386 |
32 | Scientist | 23808.750 | 8 | 7 | 8 | 0 | 26 | 13 | 19.79 | 1.0 | Standard | 7.87 | 36.005997 | Yes | 0.000000 | 111.999708 | Low_spent_Large_value_payments | 357.306542 | Standard | 302 |
35 | Entrepreneur | 82203.450 | 6 | 5 | 12 | 2 | 12 | 18 | 4.86 | 4.0 | Standard | 667.13 | 30.853362 | Yes | 104.320066 | 98.727790 | High_spent_Medium_value_payments | 712.480894 | Standard | 269 |
23 | Scientist | 33531.190 | 7 | 3 | 10 | 2 | 12 | 17 | 2.75 | 4.0 | Good | 787.39 | 34.264698 | No | 35.335007 | 103.510947 | High_spent_Medium_value_payments | 404.180630 | Good | 339 |
37 | Accountant | 28468.130 | 3 | 1 | 3 | 3 | 14 | 6 | 3.80 | 5.0 | Good | 952.39 | 33.476372 | No | 64.519215 | 148.348225 | Low_spent_Medium_value_payments | 325.866977 | Good | 251 |
36 | Journalist | 16633.780 | 5 | 3 | 10 | 3 | 13 | 6 | 15.20 | 1.0 | Good | 110.89 | 36.799290 | No | 40.150588 | 68.967108 | High_spent_Small_value_payments | 312.197137 | Good | 255 |
53 | Journalist | 43220.640 | 2 | 5 | 12 | 1 | 15 | 6 | 3.77 | 1.0 | Good | 1292.16 | 29.542197 | No | 26.479110 | 45.041511 | High_spent_Large_value_payments | 538.751379 | Standard | 231 |
34 | Teacher | 167075.680 | 2 | 4 | 4 | 0 | 27 | 2 | 10.86 | 2.0 | Good | 831.37 | 34.784969 | No | 0.000000 | 570.899931 | High_spent_Medium_value_payments | 1068.497403 | Standard | 340 |
27 | Mechanic | 35540.740 | 3 | 5 | 2 | 2 | 6 | 0 | 9.45 | 1.0 | Good | 1148.21 | 37.623519 | NM | 52.412166 | 70.360725 | High_spent_Large_value_payments | 440.499942 | Good | 381 |
49 | Accountant | 61614.900 | 4 | 3 | 10 | 1 | 6 | 0 | 8.17 | 8.0 | Good | 157.71 | 26.513178 | No | 44.427963 | 283.666892 | Low_spent_Medium_value_payments | 488.362645 | Good | 324 |
27 | Scientist | 18123.675 | 7 | 5 | 7 | 2 | 25 | 13 | 9.37 | 7.0 | Standard | 770.41 | 23.292551 | No | 24.505594 | 105.303115 | Low_spent_Large_value_payments | 272.821916 | Standard | 212 |
37 | Lawyer | 134124.000 | 0 | 3 | 11 | 1 | 0 | 12 | 9.29 | 4.0 | Good | 787.50 | 35.394783 | No | 106.792038 | 483.510963 | Low_spent_Large_value_payments | 768.296999 | Good | 201 |
30 | Teacher | 79630.140 | 3 | 1 | 3 | 1 | 3 | 7 | 11.37 | 0.0 | Good | 1133.46 | 29.701450 | No | 34.551060 | 467.691394 | Low_spent_Medium_value_payments | 446.742046 | Standard | 190 |
47 | Engineer | 21177.510 | 6 | 4 | 8 | 4 | 27 | 11 | 4.62 | 3.0 | Standard | 915.11 | 29.032264 | No | 61.326870 | 202.838077 | Low_spent_Small_value_payments | 178.614303 | Standard | 0 |
45 | Mechanic | 23882.980 | 4 | 3 | 11 | 1 | 3 | 18 | 4.91 | 6.0 | Standard | 315.10 | 30.617392 | NM | 16.009408 | 86.194181 | Low_spent_Medium_value_payments | 404.921244 | Standard | 195 |
30 | Accountant | 44667.500 | 5 | 6 | 18 | 4 | 10 | 5 | 19.79 | 10.0 | Standard | 1148.67 | 27.925698 | Yes | 148.452544 | 134.818471 | High_spent_Medium_value_payments | 321.258151 | Standard | 229 |
52 | Entrepreneur | 34053.400 | 1 | 2 | 9 | 3 | 1 | 3 | 4.95 | 4.0 | Good | 1254.14 | 24.979863 | No | 55.245667 | 270.312693 | Low_spent_Medium_value_payments | 221.519973 | Good | 0 |
39 | Manager | 64110.510 | 8 | 4 | 6 | 1 | 20 | 19 | 0.00 | 7.0 | Standard | 174.22 | 28.040425 | Yes | 28.611776 | 124.942200 | High_spent_Medium_value_payments | 618.200274 | Standard | 0 |
24 | Journalist | 96815.910 | 2 | 5 | 1 | 0 | 7 | 0 | 10.40 | 3.0 | Good | 1257.64 | 43.127091 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 888.228276 | Standard | 366 |
16 | Manager | 56062.220 | 4 | 4 | 8 | 6 | 31 | 13 | 18.40 | 7.0 | Standard | 186.61 | 40.894876 | Yes | 175.631277 | 0.000000 | High_spent_Small_value_payments | 470.147852 | Standard | 213 |
26 | Scientist | 10882.800 | 4 | 4 | 2 | 4 | 15 | 16 | 14.01 | 4.0 | Good | 1452.88 | 41.323916 | NM | 19.162088 | 18.412096 | Low_spent_Large_value_payments | 297.115817 | Good | 317 |
30 | Scientist | 64980.720 | 4 | 7 | 6 | 2 | 7 | 1 | 0.78 | 3.0 | Good | 375.38 | 30.049077 | No | 88.448227 | 184.961367 | High_spent_Medium_value_payments | 523.896405 | Standard | 383 |
55 | Architect | 54740.380 | 3 | 4 | 7 | 0 | 5 | 16 | 9.09 | 2.0 | Standard | 1101.31 | 25.385589 | No | 0.000000 | 88.602944 | High_spent_Large_value_payments | 590.966889 | Standard | 326 |
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