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ID | Описание | Дата |
---|---|---|
8c259f36-bcb9-409d-9ed8-85a94c1818d9 | syndicate web-enabled mindshare | 2021-10-14 |
9621e355-3aa6-42f4-80cc-f0d76124b558 | seize extensible systems | 2016-04-13 |
e020d305-cd60-4c4e-93c2-d4b5661c7582 | architect cutting-edge portals | 1977-03-03 |
ab34c75d-0a80-4a8e-ac05-c0a3e2a5c87c | evolve compelling e-markets | 1972-02-14 |
931376a4-1f57-4ebe-998d-c9c597560c2c | leverage user-centric metrics | 2023-12-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Lawyer | 66169.560 | 8 | 6 | 12 | 3 | 16 | 16 | 0.00 | 7.0 | Standard | 198.53 | 35.037724 | Yes | 126.789461 | 337.448615 | Low_spent_Large_value_payments | 385.674923 | Standard | 0 |
25 | Teacher | 142152.480 | 6 | 7 | 19 | 0 | 13 | 10 | 11.91 | 1.0 | Standard | 185.70 | 27.998661 | Yes | 0.000000 | 1073.202062 | Low_spent_Large_value_payments | 386.201938 | Good | 191 |
25 | Accountant | 98917.230 | 1 | 4 | 1 | 2 | 3 | 3 | 9.92 | 2.0 | Good | 738.81 | 27.297556 | NM | 115.531325 | 261.484337 | High_spent_Medium_value_payments | 724.294588 | Good | 183 |
42 | Accountant | 68266.300 | 7 | 4 | 10 | 3 | 25 | 10 | 2.32 | 2.0 | Good | 1145.17 | 38.861082 | NM | 124.053390 | 99.630005 | High_spent_Small_value_payments | 578.102438 | Good | 357 |
41 | Scientist | 3450079.000 | 3 | 3 | 12 | 1 | 6 | 1 | 4.46 | 1.0 | Good | 120.49 | 24.181755 | No | 27.677496 | 145.163980 | High_spent_Medium_value_payments | 420.695858 | Standard | 202 |
51 | Developer | 19997.780 | 5 | 5 | 20 | 2 | 28 | 13 | 4.87 | 2.0 | Standard | 427.06 | 22.586999 | Yes | 18.983797 | 119.510831 | Low_spent_Medium_value_payments | 282.453538 | Standard | 307 |
39 | Architect | 38365.210 | 4 | 4 | 5 | 2 | 1 | 12 | 1.16 | 5.0 | Good | 121.17 | 34.228452 | No | 35.007025 | 0.000000 | Low_spent_Large_value_payments | 276.239815 | Good | 347 |
54 | Developer | 13966.770 | 3 | 7 | 3 | 3 | 7 | 15 | 11.44 | 3.0 | Good | 412.48 | 31.159971 | No | 32.851920 | 42.582203 | High_spent_Small_value_payments | 288.355627 | Good | 342 |
24 | Engineer | 37419.700 | 1 | 7 | 5 | 4 | 11 | 0 | 7.69 | 0.0 | Good | 653.66 | 31.925029 | No | 76.182536 | 129.835701 | Low_spent_Small_value_payments | 401.412596 | Standard | 267 |
28 | Scientist | 122490.300 | 1 | 2 | 8 | 0 | 8 | 12 | 3.70 | 2.0 | Good | 874.85 | 43.070040 | No | 0.000000 | 386.981224 | Low_spent_Medium_value_payments | 902.071276 | Standard | 385 |
41 | Lawyer | 15636.605 | 8 | 7 | 3 | 4 | 30 | 10 | 1.75 | 4.0 | Standard | 592.29 | 37.938609 | No | 43.516348 | 54.607611 | High_spent_Medium_value_payments | 309.381083 | Standard | 399 |
46 | Architect | 31329.830 | 5 | 3 | 6 | 0 | 14 | 19 | 5.25 | 4.0 | Good | 628.91 | 29.136851 | No | 0.000000 | 85.918725 | High_spent_Small_value_payments | 433.963191 | Standard | 331 |
49 | Engineer | 28074.060 | 1 | 6 | 1 | 1 | 3 | 5 | 4.98 | 0.0 | Good | 577.79 | 32.145873 | No | 15.500163 | 236.354118 | Low_spent_Small_value_payments | 252.096219 | Good | 377 |
45 | Doctor | 9654.910 | 6 | 3 | 15 | 2 | 28 | 12 | 5.23 | 11.0 | Standard | 968.34 | 33.552461 | Yes | 11.633283 | 132.723210 | Low_spent_Small_value_payments | 251.001090 | Standard | 232 |
52 | Journalist | 36849.910 | 4 | 6 | 4 | 3 | 2 | 2 | 11.57 | 4.0 | Good | 660.89 | 31.363828 | No | 68.451146 | 63.696910 | High_spent_Large_value_payments | 443.434528 | Standard | 301 |
24 | Scientist | 28352.240 | 4 | 4 | 7 | 3 | 4 | 2 | 9.02 | 0.0 | Good | 1085.70 | 34.669451 | No | 46.390730 | 214.394184 | Low_spent_Large_value_payments | 247.783753 | Standard | 200 |
39 | Journalist | 19426.810 | 7 | 6 | 19 | 4 | 16 | 19 | 10.28 | 4.0 | Standard | 658.69 | 32.426806 | Yes | 54.997198 | 71.949209 | High_spent_Small_value_payments | 272.843676 | Standard | 246 |
28 | Entrepreneur | 87416.520 | 2 | 7 | 6 | 3 | 4 | 2 | 6.67 | 3.0 | Good | 814.52 | 27.993371 | No | 151.856798 | 252.670611 | High_spent_Small_value_payments | 559.243591 | Standard | 215 |
26 | Manager | 13461.250 | 7 | 3 | 11 | 3 | 24 | 19 | 6.16 | 2.0 | Standard | 1361.06 | 35.145226 | No | 20.462421 | 63.838895 | Low_spent_Small_value_payments | 333.375767 | Standard | 231 |
25 | Developer | 28835.680 | 2 | 5 | 8 | 4 | 11 | 7 | 1.87 | 4.0 | Good | 1068.87 | 36.794760 | No | 75.647231 | 166.731028 | Low_spent_Small_value_payments | 285.019074 | Good | 0 |
45 | Architect | 85062.630 | 8 | 3 | 16 | 2 | 30 | 19 | 17.38 | 0.0 | Standard | 321.89 | 30.384346 | Yes | 124.165321 | 64.379543 | High_spent_Large_value_payments | 750.310386 | Standard | 213 |
33 | Musician | 22918.520 | 6 | 5 | 18 | 5 | 18 | 11 | 14.94 | 4.0 | Standard | 454.45 | 37.813226 | Yes | 68.687890 | 0.000000 | Low_spent_Medium_value_payments | 248.249190 | Standard | 103 |
44 | Engineer | 15246551.000 | 2 | 6 | 10 | 0 | 11 | 3 | 11.61 | 4.0 | Good | 1124.97 | 37.488129 | No | 0.000000 | 52.028712 | High_spent_Medium_value_payments | 448.720372 | Standard | 213 |
53 | Scientist | 114128.440 | 7 | 4 | 10 | 2 | 18 | 14 | 2.37 | 1.0 | Standard | 951.72 | 27.261613 | NM | 164.958618 | 136.373980 | High_spent_Medium_value_payments | 923.037735 | Standard | 205 |
35 | Media_Manager | 31820.560 | 8 | 7 | 8 | 1 | 23 | 12 | 8.44 | 2.0 | Standard | 1394.06 | 29.009252 | Yes | 17.299832 | 94.500688 | Low_spent_Medium_value_payments | 420.270813 | Standard | 310 |
29 | Entrepreneur | 122725.480 | 0 | 5 | 1 | 1 | 12 | 9 | 5.93 | 0.0 | Good | 1080.92 | 44.098845 | NM | 79.274351 | 170.949487 | High_spent_Medium_value_payments | 1005.688495 | Standard | 395 |
51 | Journalist | 26779.900 | 7 | 4 | 12 | 4 | 28 | 14 | 7.36 | 1.0 | Good | 680.39 | 26.443715 | No | 56.035540 | 97.078864 | High_spent_Small_value_payments | 305.551430 | Good | 396 |
22 | Teacher | 28824.580 | 0 | 3 | 5 | 4 | 15 | 10 | 8.89 | 0.0 | Good | 1028.85 | 27.189152 | No | 67.597274 | 28.868125 | High_spent_Medium_value_payments | 421.439434 | Good | 279 |
43 | Entrepreneur | 70137.000 | 5 | 6 | 17 | 1 | 12 | 7 | 7.43 | 7.0 | Standard | 1416.96 | 30.077809 | Yes | 45.595238 | 133.879870 | High_spent_Large_value_payments | 643.599892 | Standard | 320 |
38 | Journalist | 15319.520 | 1 | 7 | 5 | 3 | 13 | 13 | 5.00 | 3.0 | Good | 208.96 | 33.764223 | No | 29.878416 | 65.187045 | Low_spent_Small_value_payments | 346.397205 | Good | 287 |
32 | Teacher | 32430.340 | 3 | 4 | 14 | 3 | 27 | 0 | 19.42 | 5.0 | Standard | 589.18 | 32.629784 | Yes | 65.208497 | 96.915516 | High_spent_Medium_value_payments | 379.628820 | Standard | 215 |
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