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ID | Описание | Дата |
---|---|---|
547b2abc-2e82-4e0f-ad06-372ece1149a7 | envisioneer innovative channels | 1976-03-20 |
adb8aecc-9fd0-4110-8ee2-8baa3d8ceef0 | whiteboard rich e-tailers | 2020-08-06 |
8b546c70-25fb-49ca-83f8-1d2129f990b1 | cultivate virtual functionalities | 2022-06-04 |
a82eceb9-fcd6-4f2a-a23b-eb5b02447517 | brand impactful communities | 2015-02-09 |
2b2537cf-4d66-43ff-9d8e-51104e8200e3 | deploy bleeding-edge synergies | 2023-12-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Teacher | 133410.660 | 1 | 3 | 4 | 0 | 5 | 7 | 1.05 | 3.0 | Good | 933.84 | 30.867497 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 933.653865 | Good | 330 |
32 | Accountant | 21546.930 | 5 | 6 | 20 | 1 | 28 | 20 | 11.41 | 1.0 | Standard | 313.06 | 29.347372 | No | 9.878118 | 93.075473 | Low_spent_Medium_value_payments | 333.204160 | Standard | 220 |
29 | Developer | 60417.680 | 5 | 4 | 18 | 1 | 17 | 9 | 6.30 | 4.0 | Standard | 1010.73 | 33.768638 | No | 27.460927 | 142.898488 | High_spent_Medium_value_payments | 603.421252 | Standard | 389 |
51 | Scientist | 93847.860 | 3 | 4 | 12 | 3 | 14 | 8 | 11.52 | 1.0 | Standard | 1405.22 | 29.709958 | NM | 196.726702 | 145.672419 | High_spent_Large_value_payments | 657.566379 | Standard | 192 |
31 | Accountant | 62546.800 | 5 | 6 | 8 | 2 | 7 | 20 | 7.63 | 4.0 | Good | 1146.47 | 31.497862 | No | 69.720842 | 283.132182 | Low_spent_Large_value_payments | 412.270309 | Poor | 230 |
19 | Entrepreneur | 134734.160 | 7 | 7 | 11 | 2 | 17 | 13 | 2.11 | 2.0 | Standard | 45.12 | 38.275328 | No | 153.813948 | 275.732564 | High_spent_Medium_value_payments | 938.938155 | Standard | 208 |
29 | Manager | 162713.280 | 2 | 3 | 10 | 1 | 5 | 2 | 3.13 | 3.0 | Good | 640.07 | 32.141660 | No | 97.859363 | 1325.737902 | Low_spent_Small_value_payments | 233.646735 | Standard | 356 |
49 | Media_Manager | 107761.290 | 4 | 5 | 9 | 0 | 5 | 15 | 13.56 | 1.0 | Standard | 34.09 | 28.131081 | Yes | 0.000000 | 221.838159 | High_spent_Medium_value_payments | 932.872591 | Standard | 205 |
39 | Writer | 9500.235 | 4 | 3 | 11 | 3 | 20 | 9 | 2.30 | 4.0 | Good | 459.49 | 32.906663 | No | 17.716996 | 82.492626 | Low_spent_Large_value_payments | 264.559002 | Good | 374 |
22 | Teacher | 25312.340 | 4 | 7 | 5 | 2 | 11 | 15 | 10.54 | 2.0 | Standard | 893.13 | 32.371198 | Yes | 37.091824 | 149.567143 | Low_spent_Large_value_payments | 269.077199 | Standard | 246 |
30 | Mechanic | 7206.845 | 3 | 4 | 14 | 4 | 24 | 20 | 22.42 | 4.0 | Standard | 1322.77 | 28.092258 | Yes | 19.355185 | 0.000000 | High_spent_Large_value_payments | 286.721677 | Standard | 180 |
35 | Lawyer | 127720.400 | 5 | 6 | 12 | 0 | 7 | 8 | 1.82 | 3.0 | Good | 356.24 | 34.575337 | NM | 0.000000 | 1102.664563 | Low_spent_Medium_value_payments | 251.272104 | Good | 0 |
35 | Manager | 36130.890 | 5 | 7 | 20 | 2 | 6 | 10 | 2.13 | 6.0 | Standard | 1395.65 | 24.630131 | No | 32.589795 | 55.072682 | High_spent_Large_value_payments | 471.628273 | Standard | 347 |
56 | Mechanic | 69388.260 | 2 | 4 | 6 | 0 | 8 | 1 | 8.16 | 2.0 | Good | 819.98 | 34.299860 | No | 0.000000 | 212.232712 | High_spent_Medium_value_payments | 592.102788 | Poor | 265 |
41 | Scientist | 131865.000 | 5 | 7 | 8 | 3 | 17 | 10 | 10.65 | 1.0 | Good | 602.02 | 35.044268 | No | 189.207909 | 618.099915 | High_spent_Small_value_payments | 568.567176 | Poor | 325 |
35 | Journalist | 125264.960 | 5 | 4 | 3 | 0 | 27 | 11 | 5.53 | 2.0 | Good | 950.59 | 42.499455 | No | 0.000000 | 196.381472 | High_spent_Small_value_payments | 1104.093194 | Poor | 306 |
41 | Architect | 106122.030 | 3 | 1 | 3 | 1 | 15 | 9 | 6.87 | 1.0 | Good | 1144.03 | 33.999994 | NM | 78.776895 | 188.306135 | High_spent_Large_value_payments | 838.167220 | Good | 229 |
31 | Engineer | 24974.350 | 8 | 7 | 8 | 0 | 29 | 7 | 5.58 | 9.0 | Standard | 331.11 | 31.294896 | Yes | 0.000000 | 50.698569 | High_spent_Small_value_payments | 425.921014 | Standard | 340 |
34 | Engineer | 112812.240 | 0 | 5 | 2 | 0 | 10 | 0 | 1.19 | 4.0 | Good | 506.96 | 27.595057 | No | 0.000000 | 328.293882 | High_spent_Small_value_payments | 873.408118 | Poor | 356 |
52 | Scientist | 44895.610 | 1 | 6 | 6 | 4 | 21 | 2560 | 7.37 | 1.0 | Good | 728.29 | 24.983147 | No | 83.718564 | 247.731237 | Low_spent_Medium_value_payments | 318.280282 | Poor | 294 |
25 | Developer | 15476.640 | 0 | 4 | 1 | 3 | 14 | 10 | 11.57 | 1.0 | Good | 1285.01 | 34.593548 | No | 35.681358 | 153.209845 | Low_spent_Small_value_payments | 218.580797 | Poor | 288 |
26 | Doctor | 33906.160 | 5 | 3 | 9 | 3 | 21 | 8 | 4.17 | 0.0 | Standard | 625.99 | 33.195743 | No | 79.786130 | 257.021075 | Low_spent_Small_value_payments | 220.044128 | Standard | 0 |
54 | Writer | 31306.480 | 9 | 7 | 7 | 0 | 19 | 15 | 7.38 | 2.0 | Standard | 1026.13 | 31.405281 | Yes | 0.000000 | 120.537470 | High_spent_Small_value_payments | 382.649864 | Standard | 238 |
25 | Mechanic | 118831.620 | 0 | 6 | 6 | 2 | 7 | 5 | 2.37 | 6.0 | Good | 1406.77 | 36.410365 | No | 138.438131 | 0.000000 | Low_spent_Small_value_payments | 37.528266 | Good | 0 |
17 | Doctor | 40944.820 | 7 | 7 | 17 | 3 | 17 | 13 | 13.40 | 7.0 | Standard | 948.81 | 32.012828 | Yes | 93.984167 | 37.463815 | High_spent_Large_value_payments | 467.358852 | Standard | 300 |
33 | Mechanic | 29818.780 | 4 | 4 | 7 | 2 | 5 | 3 | 1.99 | 6.0 | Good | 702.20 | 27.453519 | No | 45.977299 | 161.235558 | Low_spent_Large_value_payments | 288.576976 | Standard | 379 |
29 | Media_Manager | 28274.170 | 0 | 7 | 1 | 1 | 25 | 8 | 6.77 | 2.0 | Good | 1486.20 | 25.963352 | No | 12.211343 | 42.757656 | High_spent_Medium_value_payments | 403.749085 | Poor | 358 |
17 | Entrepreneur | 19457.500 | 5 | 7 | 15 | 1 | 5 | 17 | 17.11 | 6.0 | Standard | 198.06 | 34.451197 | Yes | 9.012223 | 0.000000 | High_spent_Large_value_payments | 378.184106 | Standard | 303 |
23 | Engineer | 15710.265 | 5 | 7 | 5 | 1 | 14 | 19 | 13.63 | 3.0 | Standard | 1012.23 | 32.998210 | NM | 10.607774 | 84.409166 | Low_spent_Small_value_payments | 310.201935 | Standard | 0 |
35 | Doctor | 114684.320 | 5 | 5 | 19 | 3 | 8 | 18 | 8.47 | 3.0 | Standard | 542.26 | 30.527669 | Yes | 147.541038 | 659.250370 | High_spent_Small_value_payments | 430.911259 | Standard | 239 |
26 | Entrepreneur | 39890.280 | 3 | 5 | 15 | 6 | 18 | 7 | 0.00 | 7.0 | Standard | 264.32 | 37.460170 | Yes | 149.164384 | 225.496411 | High_spent_Small_value_payments | 241.458205 | Standard | 64 |
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