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ID | Описание | Дата |
---|---|---|
3b9fb8c4-77b4-4cbc-ad49-ed4f33119b6d | benchmark clicks-and-mortar solutions | 1984-11-27 |
b22e462f-fee9-49a1-b2aa-92c01a110b68 | utilize real-time e-tailers | 1994-02-10 |
8fa01a96-8f09-4c2a-b27e-3f265f16bd02 | iterate viral web-readiness | 1980-02-11 |
8b9505b8-fc17-4595-a3f8-7846ee305a32 | empower out-of-the-box systems | 1995-12-11 |
05e3af08-c72b-4f4b-b553-f53f4adc6ba3 | enhance mission-critical networks | 2020-06-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Teacher | 34212.010 | 6 | 5 | 10 | 3 | 16 | 10 | 8.12 | 1.0 | Standard | 512.38 | 32.644578 | No | 66.676413 | 26.270085 | High_spent_Large_value_payments | 431.753585 | Standard | 339 |
27 | Lawyer | 25198.190 | 3 | 6 | 19 | 3 | 29 | 9 | 5.83 | 7.0 | Standard | 1261.93 | 39.975982 | Yes | 48.637218 | 65.525802 | High_spent_Medium_value_payments | 370.621897 | Standard | 207 |
20 | Journalist | 20066.600 | 7 | 3 | 10 | 4 | 20 | 9 | 18.78 | 9.0 | Standard | 491.75 | 25.484923 | Yes | 45.605384 | 192.390469 | Low_spent_Small_value_payments | 225.225813 | Standard | 212 |
43 | Architect | 20030875.000 | 7 | 6 | 17 | 3 | 7 | 11 | 17.92 | 6.0 | Standard | 32.95 | 35.932830 | Yes | 162.492646 | 78.105398 | High_spent_Medium_value_payments | 542.704622 | Standard | 209 |
49 | Developer | 44066.780 | 5 | 4 | 6 | 4 | 8 | 7 | 6.29 | 2.0 | Good | 289.59 | 31.306010 | No | 80.907924 | 47.630771 | High_spent_Large_value_payments | 453.884472 | Good | 387 |
22 | Scientist | 44986.070 | 3 | 3 | 4 | 2 | 4 | 12 | 11.37 | 4.0 | Good | 1162.52 | 38.358518 | No | 63.751704 | 58.043442 | High_spent_Medium_value_payments | 523.988771 | Good | 340 |
31 | Mechanic | 22320.130 | 5 | 6 | 18 | 2 | 24 | 11 | 24.50 | 7.0 | Standard | 1426.31 | 24.153754 | Yes | 30.855248 | 78.520037 | High_spent_Medium_value_payments | 355.725799 | Standard | 235 |
28 | Media_Manager | 18038.000 | 5 | 1 | 10 | 0 | 0 | 6 | 5.40 | 4.0 | Good | 486.12 | 28.173169 | No | 0.000000 | 65.260863 | Low_spent_Medium_value_payments | 368.155803 | Good | 204 |
37 | Engineer | 104168.220 | 3 | 5 | 14 | 0 | 29 | 12 | 9.97 | 3.0 | Standard | 39.68 | 36.333789 | NM | 0.000000 | 311.564400 | High_spent_Medium_value_payments | 804.004100 | Standard | 261 |
16 | Architect | 60909.150 | 3 | 6 | 9 | 5 | 14 | 19 | 10.80 | 8.0 | Standard | 1423.88 | 38.519859 | Yes | 131.166736 | 372.177646 | Low_spent_Large_value_payments | 274.631868 | Poor | 84 |
45 | Doctor | 9697.290 | 4 | 3 | 9 | 4 | 6 | 10 | 12.95 | 9.0 | Standard | 530.96 | 39.725612 | Yes | 28.774536 | 36.869434 | Low_spent_Medium_value_payments | 300.466779 | Standard | 102 |
30 | Musician | 10366.830 | 8 | 3 | 6 | 4 | 24 | 14 | 7.92 | 5.0 | Standard | 0.95 | 37.453606 | Yes | 24.413347 | 65.791128 | Low_spent_Small_value_payments | 256.685775 | Standard | 245 |
24 | Entrepreneur | 21453.930 | 6 | 4 | 9 | 0 | 23 | 14 | 16.96 | 1.0 | Standard | 162.76 | 28.572423 | NM | 0.000000 | 62.668251 | Low_spent_Small_value_payments | 387.414499 | Standard | 395 |
40 | Entrepreneur | 36647.460 | 3 | 5 | 9 | 4 | 29 | 21 | 7.74 | 1.0 | Good | 1471.04 | 29.649067 | No | 90.147486 | 207.674478 | Low_spent_Small_value_payments | 296.573536 | Good | 191 |
39 | Developer | 20422.480 | 5 | 7 | 5 | 0 | 26 | 10 | 16.33 | 1.0 | Standard | 1420.58 | 24.591459 | Yes | 0.000000 | 124.162640 | Low_spent_Medium_value_payments | 300.124693 | Standard | 387 |
28 | Musician | 20273.530 | 3 | 5 | 15 | 4 | 26 | 12 | 8.03 | 6.0 | Standard | 1278.40 | 27.133560 | Yes | 40.671373 | 56.677847 | High_spent_Small_value_payments | 305.396864 | Standard | 165 |
45 | Engineer | 113238.840 | 1 | 5 | 6 | 2 | 2 | 0 | 10.99 | 0.0 | Good | 115.48 | 44.289361 | No | 163.682550 | 79.685428 | High_spent_Large_value_payments | 967.189022 | Good | 261 |
27 | Entrepreneur | 44620.480 | 7 | 4 | 10 | 1 | 24 | 17 | 10.63 | 6.0 | Standard | 1280.87 | 29.473161 | Yes | 31.537855 | 119.117307 | High_spent_Medium_value_payments | 441.482171 | Standard | 347 |
23 | Entrepreneur | 52561.620 | 7 | 7 | 32 | 2 | 30 | 16 | 11.63 | 9.0 | Standard | 1312.29 | 34.613505 | Yes | 48.935272 | 213.941852 | High_spent_Small_value_payments | 454.336376 | Poor | 185 |
43 | Journalist | 16196.665 | 5 | 7 | 17 | 2 | 20 | 14 | 2.55 | 0.0 | Standard | 632.93 | 36.792266 | No | 24.949591 | 25.789573 | High_spent_Large_value_payments | 345.833044 | Standard | 193 |
36 | Entrepreneur | 125977.600 | 8 | 6 | 13 | 2 | 27 | 17 | 11.02 | 3.0 | Standard | 581.65 | 29.237289 | Yes | 149.982516 | 463.551041 | High_spent_Small_value_payments | 689.079777 | Standard | 386 |
34 | Developer | 16596.385 | 8 | 5 | 8 | 4 | 22 | 16 | 9.98 | 3.0 | Standard | 1411.25 | 34.004161 | Yes | 35.644491 | 0.000000 | Low_spent_Small_value_payments | 296.192383 | Standard | 224 |
38 | Musician | 65630.660 | 4 | 3 | 7 | 3 | 9 | 8 | 4.84 | 4.0 | Standard | 1450.15 | 24.408914 | Yes | 84.125981 | 284.390546 | Low_spent_Medium_value_payments | 445.605640 | Standard | 400 |
52 | Musician | 134282.840 | 8 | 7 | 19 | 2 | 20 | 14 | 11.58 | 3.0 | Standard | 551.46 | 32.859452 | No | 131.584055 | 817.000690 | Low_spent_Medium_value_payments | 444.038921 | Standard | 277 |
29 | Accountant | 44667.500 | 5 | 6 | 18 | 4 | 10 | 8 | 19.79 | 8.0 | Standard | 1148.67 | 38.185829 | Yes | 148.452544 | 131.812241 | High_spent_Medium_value_payments | 324.264382 | Standard | 223 |
38 | Lawyer | 28941.240 | 3 | 5 | 11 | 4 | 0 | 6 | 8.59 | 4.0 | Good | 562.01 | 38.565870 | No | 74.821768 | 138.980404 | Low_spent_Medium_value_payments | 313.674828 | Good | 232 |
30 | Teacher | 29661.880 | 4 | 7 | 8 | 0 | 9 | 1 | 6.39 | 2.0 | Good | 80.25 | 26.836932 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 312.964139 | Poor | 300 |
24 | Journalist | 96815.910 | 2 | 5 | 1 | 0 | 7 | 6 | 10.40 | 1.0 | Good | 1257.64 | 33.838665 | No | 0.000000 | 65.513021 | High_spent_Large_value_payments | 980.286229 | Standard | 361 |
33 | Developer | 144469.360 | 1 | 5 | 5 | 1 | 19 | 2 | 3.52 | 4.0 | Good | 361.73 | 43.156353 | No | 95.048608 | 226.300053 | High_spent_Large_value_payments | 1102.162672 | Standard | 393 |
54 | Writer | 132848.880 | 5 | 1 | 7 | 1 | 4 | 9 | 1.99 | 3.0 | Good | 1041.91 | 31.742857 | No | 55.877933 | 263.380423 | High_spent_Medium_value_payments | 1022.815644 | Good | 267 |
29 | Journalist | 8664.405 | 6 | 7 | 13 | 4 | 35 | 18 | 9.00 | 11.0 | Standard | 317.71 | 33.245393 | Yes | 28.714510 | 75.142103 | Low_spent_Small_value_payments | 273.346763 | Standard | 151 |
55 | Architect | 54740.380 | 3 | 4 | 7 | 0 | 5 | 16 | 9.09 | 2.0 | Standard | 1101.31 | 35.980255 | NM | 0.000000 | 82.909398 | High_spent_Medium_value_payments | 606.660435 | Standard | 320 |
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