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ID | Описание | Дата |
---|---|---|
3e429610-f433-481f-abca-c033c32bb249 | transition plug-and-play systems | 1993-10-14 |
a8706061-4a7d-48c6-9318-353f3c178f67 | scale proactive e-business | 1985-11-16 |
7d681057-edf0-4f92-8f35-aab19b63f7d2 | reinvent distributed content | 2016-11-22 |
6fa9572e-eda7-473d-b182-51d7cef6e597 | deploy cutting-edge vortals | 1986-02-24 |
394eb2b4-587f-4314-ac0f-d9e50bf6bde6 | incubate seamless systems | 1975-01-20 |
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 | Doctor | 18549.280 | 4 | 4 | 6 | 0 | 13 | 0 | 3.22 | 0.0 | Good | 1247.30 | 37.425497 | No | 0.000000 | 58.095415 | High_spent_Medium_value_payments | 361.781918 | Standard | 245 |
36 | Doctor | 19590.310 | 3 | 7 | 14 | 2 | 10 | 8 | 19.24 | 4.0 | Standard | 1131.45 | 30.759251 | Yes | 31.474949 | 100.394810 | Low_spent_Large_value_payments | 278.982824 | Standard | 223 |
28 | Scientist | 34107.420 | 8 | 5 | 17 | 2 | 15 | 15 | 10.55 | 7.0 | Standard | 884.77 | 30.707769 | Yes | 44.538555 | 389.158860 | Low_spent_Small_value_payments | 156.331085 | Standard | 199 |
22 | Accountant | 35260.690 | 0 | 6 | 5 | 4 | 1 | 1 | 5.84 | 2.0 | Good | 51.50 | 35.485129 | No | 91.429122 | 136.324022 | Low_spent_Medium_value_payments | 336.185939 | Standard | 356 |
43 | Teacher | 96882.930 | 5 | 6 | 6 | 1 | 4 | 0 | 11.61 | 3.0 | Good | 355.41 | 31.522144 | No | 73.173723 | 703.797859 | Low_spent_Small_value_payments | 335.986167 | Standard | 367 |
37 | Media_Manager | 20496.790 | 3 | 3 | 6 | 2 | 15 | 13 | 3.37 | 4.0 | Standard | 1165.77 | 40.504493 | Yes | 28.712563 | 62.147569 | High_spent_Small_value_payments | 332.646451 | Standard | 0 |
25 | Architect | 12593.445 | 4 | 4 | 7 | 2 | 6 | 0 | 8.42 | 5.0 | Standard | 43.68 | 38.746001 | Yes | 18.944548 | 54.676693 | Low_spent_Small_value_payments | 292.724134 | Standard | 202 |
28 | Mechanic | 81481.020 | 3 | 4 | 7 | 2 | 7 | 20 | 8.11 | 4.0 | Standard | 211.88 | 35.643069 | No | 69.379837 | 129.656101 | High_spent_Large_value_payments | 738.272562 | Standard | 296 |
32 | Writer | 30962.650 | 8 | 4 | 11 | 0 | 22 | 0 | 5.40 | 6.0 | Standard | 716.42 | 36.889378 | No | 0.000000 | 197.392969 | Low_spent_Large_value_payments | 343.729115 | Standard | 285 |
36 | Developer | 10143.890 | 4 | 7 | 14 | 3 | 29 | 19 | 16.67 | 8.0 | Standard | 1083.92 | 23.002059 | Yes | 22.886533 | 50.411832 | Low_spent_Small_value_payments | 285.134052 | Standard | 238 |
25 | Writer | 71703.220 | 7 | 5 | 7 | 0 | 22 | 17 | 13.76 | 4.0 | Standard | 641.99 | 28.250406 | NM | 0.000000 | 168.987552 | High_spent_Medium_value_payments | 669.839281 | Standard | 202 |
44 | Mechanic | 10728.400 | 6 | 3 | 12 | 0 | 25 | 12 | 10.95 | 4.0 | Good | 1375.35 | 25.666009 | No | 0.000000 | 34.895088 | Low_spent_Small_value_payments | 327.108245 | Standard | 198 |
38 | Mechanic | 54236.860 | 3 | 6 | 7 | 0 | 22 | 14 | 11.82 | 4.0 | Standard | 1126.89 | 25.190382 | No | 0.000000 | 152.460345 | High_spent_Medium_value_payments | 540.313488 | Standard | 213 |
22 | Accountant | 10628.735 | 4 | 6 | 10 | 2 | 6 | 13 | 10.64 | 3.0 | Standard | 1185.56 | 32.697734 | Yes | 11.915153 | 32.193792 | Low_spent_Medium_value_payments | 336.263847 | Standard | 264 |
44 | Manager | 16231.115 | 6 | 7 | 15 | 0 | 6 | 15 | 11.92 | 8.0 | Standard | 1375.66 | 32.941693 | No | 0.000000 | 162.245472 | Low_spent_Small_value_payments | 257.813819 | Standard | 350 |
28 | Musician | 64425.780 | 1 | 3 | 8 | 4 | 8 | 8 | 2.69 | 1.0 | Good | 711.10 | 30.652924 | NM | 165.565053 | 201.521421 | High_spent_Small_value_payments | 418.395027 | Standard | 306 |
26 | Engineer | 63876.620 | 3 | 5 | 7 | 4 | 12 | 2 | 8.79 | 3.0 | Good | 1014.51 | 31.978641 | No | 145.036856 | 160.929314 | High_spent_Small_value_payments | 489.838997 | Good | 314 |
25 | Engineer | 17397.560 | 9 | 10 | 15 | 6 | 47 | 20 | 17.62 | 9.0 | Bad | 1435.60 | 38.404675 | Yes | 69.305377 | 54.828502 | Low_spent_Medium_value_payments | 324.045787 | Poor | 227 |
49 | Manager | 107742.320 | 3 | 6 | 3 | 0 | 11 | 18 | 2.88 | 4.0 | Good | 1158.65 | 35.747505 | NM | 0.000000 | 266.601304 | Low_spent_Medium_value_payments | 889.551362 | Poor | 189 |
36 | Doctor | 11924.590 | 3 | 5 | 9 | 0 | 12 | 11 | 13.46 | 3.0 | Standard | 347.93 | 31.248849 | Yes | 0.000000 | 103.516515 | Low_spent_Medium_value_payments | 292.155068 | Standard | 357 |
31 | Lawyer | 71676.000 | 5 | 4 | 18 | 2 | 14 | 16 | 10.27 | 3.0 | Standard | 1150.59 | 29.486381 | No | 73.455202 | 251.599760 | High_spent_Medium_value_payments | 517.045038 | Standard | 269 |
35 | Entrepreneur | 16511.455 | 8 | 5 | 15 | 4 | 19 | 12 | 8.46 | 4.0 | Standard | 84.74 | 32.381669 | No | 40.607569 | 57.833909 | Low_spent_Large_value_payments | 327.053980 | Standard | 254 |
53 | Accountant | 105488.680 | 3 | 7 | 12 | 1 | 15 | 20 | 8.83 | 0.0 | Standard | 921.89 | 42.730049 | No | 84.006960 | 294.220393 | High_spent_Medium_value_payments | 756.644980 | Standard | 221 |
15 | Manager | 46340.670 | 8 | 7 | 13 | 5 | 27 | 17 | 17.42 | 6.0 | Standard | 791.45 | 39.635254 | Yes | 111.960928 | 58.525113 | High_spent_Large_value_payments | 466.486209 | Standard | 141 |
42 | Scientist | 35350.240 | 4 | 7 | 20 | 7 | 12 | 9 | 14.26 | 7.0 | Standard | 543.54 | 33.555098 | Yes | 139.697450 | 0.000000 | Low_spent_Small_value_payments | 110.797785 | Standard | 77 |
36 | Writer | 88147.530 | 2 | 3 | 8 | 3 | 14 | 3 | 11.78 | 3.0 | Good | 1416.48 | 40.367770 | NM | 167.868051 | 93.000274 | High_spent_Large_value_payments | 726.894425 | Standard | 346 |
41 | Journalist | 28131.620 | 8 | 4 | 6 | 2 | 15 | 8 | 8.27 | 0.0 | Standard | 888.82 | 37.026751 | No | 35.006685 | 197.994629 | Low_spent_Medium_value_payments | 298.028852 | Standard | 375 |
35 | Developer | 35325.290 | 5 | 3 | 10 | 3 | 18 | 0 | 4.63 | 4.0 | Standard | 1037.07 | 34.455851 | No | 66.842920 | 189.348549 | High_spent_Small_value_payments | 280.285948 | Standard | 367 |
29 | Journalist | 27706.710 | 8 | 6 | 15 | 3 | 7 | 9 | 10.49 | 1.0 | Standard | 204.35 | 26.150009 | No | 49.171833 | 127.590286 | Low_spent_Medium_value_payments | 344.927131 | Standard | 225 |
25 | Engineer | 17682.710 | 6 | 4 | 14 | 2 | 28 | 13 | 9.66 | 4.0 | Standard | 1494.00 | 28.288334 | Yes | 23.598616 | 50.191847 | Low_spent_Medium_value_payments | 366.165454 | Standard | 132 |
25 | Scientist | 16934.760 | 4 | 3 | 7 | 5 | 30 | 13 | 11.32 | 7.0 | Standard | 304.61 | 37.326224 | Yes | 52.813538 | 93.572634 | Low_spent_Medium_value_payments | 251.736828 | Standard | 83 |
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