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ID | Описание | Дата |
---|---|---|
a94c021d-60a9-4c73-a7f1-f1b996ae741a | transition clicks-and-mortar networks | 1997-02-02 |
a8d087a8-63e0-4eee-8d69-64b53653fc75 | unleash customized e-markets | 2020-10-14 |
750422c3-99a5-4328-b163-92d523a8847f | repurpose frictionless schemas | 1975-08-12 |
e707d900-a2e0-492a-a6bf-77b1261fcae8 | engineer intuitive applications | 1975-03-18 |
84907085-9ac3-43eb-81cd-7b26b355106c | repurpose out-of-the-box e-services | 1986-06-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 | Manager | 33200.520 | 6 | 4 | 20 | 2 | 25 | 16 | 12.59 | 4.0 | Standard | 1290.73 | 34.267652 | No | 28.064297 | 36.790325 | High_spent_Medium_value_payments | 460.716379 | Standard | 215 |
47 | Teacher | 27814.630 | 3 | 3 | 12 | 1 | 17 | 2297 | 8.75 | 3.0 | Good | 425.84 | 27.512865 | No | 13.572812 | 100.524818 | Low_spent_Medium_value_payments | 372.090953 | Poor | 242 |
38 | Developer | 91642.400 | 7 | 5 | 6 | 1 | 23 | 8 | 6.20 | 0.0 | Standard | 543.20 | 34.246925 | No | 42.037901 | 80.191113 | High_spent_Large_value_payments | 864.657653 | Standard | 315 |
22 | Teacher | 40406.180 | 5 | 5 | 32 | 7 | 23 | 13 | 17.07 | 8.0 | Standard | 1309.82 | 24.198690 | NM | 127.415681 | 353.290887 | Low_spent_Small_value_payments | 128.411598 | Standard | 86 |
53 | Musician | 28784.530 | 6 | 6 | 11 | 2 | 17 | 10 | 10.77 | 2.0 | Good | 664.20 | 33.144214 | No | 34.163289 | 215.139816 | Low_spent_Small_value_payments | 295.467978 | Good | 344 |
23 | Mechanic | 23001.710 | 5 | 6 | 12 | 3 | 20 | 0 | 0.83 | 3.0 | Standard | 1091.42 | 32.236827 | NM | 47.407272 | 256.353709 | Low_spent_Small_value_payments | 176.419936 | Standard | 361 |
37 | Accountant | 26196.390 | 7 | 6 | 11 | 3 | 25 | 13 | 16.97 | 3.0 | Standard | 505.37 | 36.350040 | NM | 48.533651 | 236.429505 | Low_spent_Small_value_payments | 218.940093 | Standard | 355 |
35 | Doctor | 20700.455 | 3 | 4 | 5 | 3 | 7 | 0 | 6.51 | 5.0 | Good | 1199.47 | 25.258539 | NM | 38.726083 | 38.730975 | High_spent_Medium_value_payments | 359.546734 | Good | 224 |
28 | Entrepreneur | 135871.680 | 3 | 2 | 6 | 2 | 12 | 13 | 5.21 | 4.0 | Good | 1450.98 | 34.274969 | NM | 174.896529 | 227.069352 | High_spent_Large_value_payments | 999.298118 | Good | 0 |
33 | Lawyer | 40067.100 | 3 | 6 | 11 | 1 | 0 | 9 | 10.33 | 0.0 | Good | 1109.77 | 28.891187 | No | 18.862853 | 66.193238 | High_spent_Medium_value_payments | 488.736409 | Good | 382 |
32 | Doctor | 89477.920 | 1 | 4 | 7 | 0 | 6 | 8 | 5.89 | 7.0 | Good | 1176.75 | 27.108143 | No | 0.000000 | 207.311406 | High_spent_Small_value_payments | 793.237928 | Standard | 188 |
33 | Engineer | 41770.210 | 0 | 7 | 4 | 2 | 4 | 4 | 11.13 | 1.0 | Good | 1174.56 | 27.344177 | NM | 51.922734 | 140.516984 | Low_spent_Medium_value_payments | 452.845365 | Good | 227 |
20 | Accountant | 22120.690 | 7 | 4 | 14 | 6 | 22 | 9 | 17.94 | 7.0 | Standard | 67.23 | 28.017744 | Yes | 74.118082 | 49.218208 | Low_spent_Large_value_payments | 327.602794 | Standard | 160 |
36 | Musician | 47509.940 | 3 | 5 | 4 | 3 | 10 | 18 | 5.63 | 7.0 | Standard | 316.87 | 28.391949 | NM | 93.834367 | 0.000000 | High_spent_Medium_value_payments | 486.962680 | Standard | 213 |
55 | Scientist | 39487.820 | 7 | 4 | 20 | 1 | 15 | 14 | 0.48 | 0.0 | Standard | 347.30 | 35.531510 | Yes | 25.664136 | 250.585092 | Low_spent_Large_value_payments | 327.115939 | Standard | 347 |
30 | Architect | 30383.360 | 3 | 7 | 14 | 3 | 19 | 19 | 13.29 | 1.0 | Standard | 527.91 | 30.079177 | Yes | 60.817247 | 44.831296 | High_spent_Medium_value_payments | 426.546123 | Standard | 385 |
22 | Journalist | 33907.860 | 3 | 7 | 8 | 2 | 7 | 9 | 2.04 | 1.0 | Good | 1354.46 | 39.728246 | No | 36.356547 | 37.387506 | High_spent_Large_value_payments | 422.521447 | Poor | 263 |
40 | Teacher | 28023.540 | 5 | 4 | 12 | 3 | 9 | 8 | 12.37 | 4.0 | Standard | 1151.05 | 26.164960 | Yes | 41.319553 | 0.000000 | Low_spent_Large_value_payments | 320.988104 | Standard | 90 |
22 | Teacher | 34334.900 | 5 | 6 | 8 | 3 | 8 | 1 | 5.58 | 3.0 | Good | 1094.04 | 23.940452 | No | 74.347099 | 89.005820 | High_spent_Small_value_payments | 396.571247 | Standard | 324 |
43 | Media_Manager | 69895.560 | 3 | 6 | 9 | 4 | 15 | 8 | 9.65 | 3.0 | Good | 91.34 | 35.289097 | No | 154.581887 | 474.101211 | Low_spent_Medium_value_payments | 240.679902 | Standard | 194 |
24 | Scientist | 20785.410 | 5 | 4 | 15 | 3 | 10 | 14 | 12.03 | 0.0 | Standard | 420.31 | 28.506024 | Yes | 37.363243 | 134.342270 | Low_spent_Large_value_payments | 280.606237 | Standard | 270 |
31 | Engineer | 25696.650 | 7 | 7 | 10 | 0 | 27 | 12 | 7.99 | 9.0 | Standard | 841.23 | 40.248236 | Yes | 0.000000 | 126.036246 | High_spent_Small_value_payments | 321.902504 | Standard | 307 |
28 | Scientist | 46174.580 | 8 | 3 | 4 | 3 | 13 | 8 | 1.97 | 6.0 | Good | 1268.49 | 30.310265 | No | 99.836244 | 248.391838 | Low_spent_Medium_value_payments | 297.060085 | Good | 0 |
14 | Musician | 46679.760 | 5 | 4 | 8 | 3 | 19 | 20 | 11.19 | 6.0 | Standard | 629.26 | 35.719911 | Yes | 74.413702 | 82.939588 | High_spent_Large_value_payments | 493.544710 | Standard | 67 |
28 | Entrepreneur | 28942.360 | 5 | 4 | 3 | 4 | 5 | 2 | 7.41 | 1.0 | Good | 626.50 | 26.913008 | No | 87.169809 | 71.412281 | High_spent_Medium_value_payments | 358.504243 | Standard | 323 |
39 | Entrepreneur | 86571.090 | 0 | 6 | 2 | 0 | 7 | 0 | 4.56 | 0.0 | Good | 1350.49 | 38.174037 | No | 0.000000 | 62.504371 | High_spent_Large_value_payments | 914.521379 | Good | 0 |
49 | Developer | 27587.100 | 5 | 3 | 17 | 0 | 26 | 20 | 10.99 | 1.0 | Standard | 268.83 | 36.058460 | Yes | 0.000000 | 250.594713 | Low_spent_Small_value_payments | 264.297787 | Standard | 248 |
46 | Manager | 60593.800 | 3 | 4 | 12 | 2 | 27 | 11 | 18.69 | 6.0 | Standard | 798.77 | 30.934994 | Yes | 96.711974 | 282.555272 | High_spent_Small_value_payments | 384.081088 | Standard | 128 |
30 | Writer | 14433.725 | 3 | 3 | 6 | 3 | 27 | 16 | 8.76 | 8.0 | Standard | 33.79 | 26.963484 | Yes | 29.708979 | 114.904587 | Low_spent_Small_value_payments | 284.367476 | Standard | 400 |
27 | Developer | 63648.120 | 6 | 7 | 10 | 1 | 17 | 8 | 2.75 | 0.0 | Standard | 1223.86 | 37.078721 | No | 26.592186 | 211.677107 | Low_spent_Small_value_payments | 587.431707 | Standard | 293 |
31 | Journalist | 14058.455 | 3 | 6 | 6 | 0 | 7 | 19 | 15.67 | 11.0 | Standard | 1423.08 | 31.797911 | Yes | 0.000000 | 152.029970 | Low_spent_Small_value_payments | 258.523822 | Standard | 352 |
30 | Writer | 142560.360 | 6 | 3 | 13 | 1 | 23 | 17 | 11.22 | 0.0 | Standard | 220.75 | 31.922093 | No | 76.772094 | 484.483119 | Low_spent_Large_value_payments | 886.047788 | Standard | 207 |
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