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ID | Описание | Дата |
---|---|---|
76beb14f-f05e-485d-8270-dc964560c917 | matrix efficient users | 2017-12-21 |
9e093206-9491-44c3-a769-4fd5692a75e4 | utilize strategic mindshare | 2013-04-02 |
6d358dbf-9ae6-40fe-a6ad-dbc5e885dc32 | embrace synergistic action-items | 1974-11-14 |
3a963f8f-d4fd-425d-94e4-4c6d635d5fa5 | streamline back-end methodologies | 1973-11-24 |
ebc7a1ce-d41b-432c-8866-375e85dac7aa | evolve cutting-edge architectures | 2017-05-25 |
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 | Accountant | 17787.340 | 8 | 4 | 16 | 2 | 6 | 183 | 5.65 | 0.0 | Standard | 730.90 | 34.903092 | NM | 20.063634 | 28.516044 | High_spent_Medium_value_payments | 325.648156 | Standard | 360 |
37 | Teacher | 44036.970 | 2 | 3 | 11 | 4 | 15 | 4 | 7.77 | 1.0 | Good | 992.83 | 36.748998 | No | 82.986379 | 117.427514 | High_spent_Medium_value_payments | 438.060857 | Standard | 348 |
43 | Lawyer | 149616.120 | 3 | 7 | 3 | 2 | 9 | 0 | 3.13 | 3.0 | Good | 644.39 | 38.495858 | No | 183.383094 | 687.802156 | Low_spent_Medium_value_payments | 680.115749 | Standard | 186 |
28 | Doctor | 162144.640 | 1 | 6 | 5 | 1 | 22 | 7 | 5.02 | 5.0 | Good | 80.76 | 47.178446 | No | 117.658681 | 240.319472 | High_spent_Small_value_payments | 1276.327180 | Standard | 209 |
54 | Developer | 10563.445 | 7 | 5 | 12 | 1 | 16 | 0 | 4.20 | 1.0 | Standard | 984.62 | 40.241106 | No | 5.968635 | 38.496050 | Low_spent_Small_value_payments | 320.664024 | Standard | 201 |
49 | Lawyer | 15055.000 | 3 | 3 | 8 | 3 | 6 | 4 | 2.61 | 7.0 | Good | 360.12 | 38.525572 | No | 31.775461 | 0.000000 | Low_spent_Small_value_payments | 274.101465 | Standard | 215 |
21 | Doctor | 175718.040 | 4 | 4 | 2 | 1 | 30 | 11 | 11.62 | 3.0 | Good | 444.46 | 40.681822 | No | 145.952613 | 0.000000 | High_spent_Large_value_payments | 1359.729785 | Standard | 202 |
20 | Accountant | 118875.690 | 0 | 4 | 12 | 2 | 10 | 5 | 9.50 | 0.0 | Good | 374.28 | 36.269925 | No | 99.339926 | 69.120839 | High_spent_Large_value_payments | 1065.469985 | Good | 375 |
37 | Lawyer | 82796.520 | 3 | 5 | 6 | 1 | 27 | 19 | 18.06 | 7.0 | Standard | 966.79 | 39.535396 | Yes | 55.121453 | 108.651163 | High_spent_Medium_value_payments | 778.998384 | Standard | 231 |
38 | Architect | 30813.680 | 3 | 3 | 8 | 4 | 7 | 10 | 6.93 | 0.0 | Standard | 1312.20 | 32.551475 | No | 56.055556 | 23.378946 | High_spent_Large_value_payments | 389.546165 | Standard | 222 |
41 | Scientist | 62086.530 | 7 | 4 | 16 | 2 | 9 | 21 | 4.08 | 7.0 | Standard | 1286.42 | 32.268160 | No | 57.402959 | 105.027289 | High_spent_Medium_value_payments | 619.257503 | Standard | 396 |
51 | Scientist | 28880.560 | 3 | 5 | 10 | 1 | 25 | 10 | 17.66 | 4.0 | Standard | 412.80 | 31.116294 | Yes | 20.969729 | 300.480003 | Low_spent_Small_value_payments | 218.821601 | Standard | 307 |
47 | Journalist | 32123.850 | 1 | 3 | 9 | 1 | 8 | 6 | 4.84 | 3.0 | Good | 106.90 | 38.835464 | No | 15.007509 | 79.442456 | High_spent_Medium_value_payments | 450.748785 | Standard | 351 |
30 | Teacher | 63473.600 | 5 | 7 | 20 | 5 | 30 | 18 | 16.93 | 8.0 | Standard | 1029.31 | 30.882484 | Yes | 163.308556 | 446.630606 | Low_spent_Medium_value_payments | 208.607504 | Standard | 167 |
36 | Architect | 40327.810 | 1 | 3 | 7 | 3 | 10 | 10 | 1.76 | 0.0 | Good | 424.50 | 35.219075 | No | 87.966591 | 25.132295 | High_spent_Large_value_payments | 471.966198 | Standard | 281 |
42 | Doctor | 18202.235 | 2 | 2 | 3 | 0 | 6 | 4 | 1.78 | 3.0 | Good | 1346.83 | 27.779482 | No | 0.000000 | 148.225011 | Low_spent_Small_value_payments | 267.760281 | Standard | 270 |
52 | Doctor | 19602.220 | 7 | 4 | 6 | 2 | 9 | 6 | 10.70 | 1.0 | Standard | 962.35 | 31.339596 | Yes | 23.746184 | 69.422166 | Low_spent_Small_value_payments | 341.683483 | Standard | 0 |
20 | Developer | 47406.220 | 4 | 7 | 20 | 0 | 15 | 11 | 1.37 | 1.0 | Standard | 890.19 | 24.743983 | No | 0.000000 | 57.437465 | High_spent_Medium_value_payments | 565.214368 | Standard | 360 |
56 | Entrepreneur | 37482.370 | 1 | 7 | 1 | 1 | 11 | 3 | 6.87 | 0.0 | Good | 1137.02 | 28.085501 | No | 26.543222 | 44.833854 | High_spent_Large_value_payments | 486.876007 | Poor | 0 |
53 | Architect | 21553.810 | 4 | 5 | 12 | 4 | 7 | 11 | 3.17 | 1.0 | Good | 1187.52 | 27.926872 | No | 61.665344 | 15.617012 | High_spent_Large_value_payments | 369.232727 | Standard | 381 |
53 | Entrepreneur | 72301.620 | 4 | 3 | 18 | 3 | 10 | 17 | 15.87 | 2.0 | Standard | 819.37 | 34.012391 | Yes | 98.980289 | 322.702621 | High_spent_Small_value_payments | 448.330590 | Standard | 332 |
47 | Architect | 39477.340 | 0 | 1 | 11 | 0 | 12 | 0 | 2.48 | 4.0 | Good | 348.02 | 26.070743 | No | 0.000000 | 224.439781 | Low_spent_Small_value_payments | 366.638052 | Good | 377 |
20 | Architect | 104509.530 | 8 | 7 | 5 | 3 | 29 | 15 | 17.31 | 7.0 | Standard | 781.83 | 29.814013 | Yes | 176.243487 | 313.255928 | High_spent_Medium_value_payments | 639.613335 | Standard | 328 |
29 | Journalist | 25347.260 | 6 | 5 | 20 | 1 | 1 | 16 | 11.37 | 3.0 | Standard | 1032.75 | 28.899204 | No | 11.637449 | 91.867018 | Low_spent_Medium_value_payments | 383.722699 | Standard | 232 |
51 | Developer | 17217.280 | 7 | 6 | 13 | 0 | 11 | 19 | 18.12 | 4.0 | Standard | 395.46 | 28.581133 | Yes | 129.810093 | 19.329234 | High_spent_Medium_value_payments | 393.648099 | Standard | 0 |
39 | Media_Manager | 142395.120 | 7 | 5 | 18 | 3 | 17 | 13 | 17.89 | 6.0 | Standard | 505.07 | 34.709400 | Yes | 199.904691 | 223.177033 | High_spent_Medium_value_payments | 1031.844276 | Standard | 212 |
49 | Engineer | 84114.600 | 8 | 7 | 16 | 3 | 25 | 20 | 2.99 | 3.0 | Standard | 779.09 | 31.462962 | Yes | 156.531442 | 397.742711 | Low_spent_Medium_value_payments | 413.080847 | Standard | 197 |
41 | Musician | 125905.840 | 6 | 4 | 18 | 1 | 16 | 9 | 19.72 | 3.0 | Standard | 1416.79 | 37.958040 | Yes | 81.120260 | 394.029612 | High_spent_Small_value_payments | 815.465461 | Standard | 215 |
30 | Doctor | 20048.230 | 2 | 6 | 9 | 4 | 15 | 7 | 11.01 | 4.0 | Good | 224.98 | 25.700724 | No | 41.947272 | 78.607532 | Low_spent_Small_value_payments | 333.213780 | Standard | 230 |
40 | Media_Manager | 34676.000 | 3 | 6 | 18 | 4 | 22 | 14 | 9.99 | 7.0 | Standard | 138.30 | 39.517153 | Yes | 69.528976 | 417.034641 | Low_spent_Small_value_payments | 119.503050 | Standard | 81 |
39 | Musician | 17309.885 | 6 | 4 | 19 | 0 | 11 | 15 | 7.20 | 2.0 | Standard | 1348.98 | 28.886142 | Yes | 0.000000 | 19.563530 | High_spent_Large_value_payments | 382.085512 | Good | 320 |
42 | Mechanic | 10027.070 | 8 | 5 | 9 | 3 | 9 | 0 | 1.77 | 5.0 | Standard | 168.72 | 30.383260 | No | 13.361358 | 0.000000 | Low_spent_Small_value_payments | 269.558323 | Standard | 251 |
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