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ID | Описание | Дата |
---|---|---|
a50c7395-d263-4858-9007-9478dc844704 | grow transparent technologies | 2015-07-31 |
28fe4326-b20d-436f-a83d-47a4f619faa1 | re-intermediate strategic niches | 2009-04-04 |
fb779600-c572-405b-9ee4-cb17c8ae6462 | re-intermediate robust networks | 1973-10-02 |
4a0287e1-e5d1-43f6-951b-d5313e6a21a8 | enable 24/365 functionalities | 2014-11-03 |
63f4eab3-68dc-449f-a5b1-80f0eb51f965 | re-intermediate robust e-tailers | 1989-04-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Scientist | 30399.060 | 5 | 6 | 18 | 4 | 13 | 12 | 12.55 | 8.0 | Standard | 516.76 | 24.812091 | Yes | 54.528254 | 120.560260 | Low_spent_Medium_value_payments | 334.736986 | Standard | 0 |
53 | Developer | 43504.070 | 5 | 4 | 2 | 2 | 10 | 3 | 6.76 | 2.0 | Good | 530.51 | 37.985563 | No | 53.428337 | 139.719422 | High_spent_Medium_value_payments | 433.586157 | Good | 363 |
30 | Architect | 23088.350 | 7 | 4 | 18 | 3 | 19 | 15 | 19.89 | 8.0 | Standard | 925.28 | 37.454617 | Yes | 46.879142 | 138.030224 | Low_spent_Large_value_payments | 268.693550 | Standard | 76 |
21 | Manager | 19553.805 | 4 | 1 | 9 | 3 | 10 | 2 | 10.44 | 0.0 | Good | 141.94 | 36.457791 | NM | 41.363183 | 149.396139 | Low_spent_Medium_value_payments | 235.789053 | Good | 353 |
30 | Accountant | 62546.800 | 5 | 6 | 8 | 2 | 8 | 16 | 7.63 | 0.0 | Good | 1146.47 | 27.815283 | NM | 69.720842 | 378.146083 | Low_spent_Medium_value_payments | 327.256408 | Poor | 226 |
32 | Doctor | 17282.310 | 5 | 4 | 1 | 2 | 17 | 18 | 2.98 | 2.0 | Good | 188.54 | 25.301662 | No | 185.920501 | 71.386671 | Low_spent_Large_value_payments | 340.232149 | Poor | 357 |
29 | Manager | 162713.280 | 2 | 3 | 10 | 1 | 6 | 5 | 3.13 | 3.0 | Good | 640.07 | 39.229415 | NM | 97.859363 | 822.900607 | High_spent_Small_value_payments | 706.484031 | Poor | 352 |
24 | Musician | 82823.920 | 4 | 5 | 18 | 2 | 29 | 12 | 10.59 | 7.0 | Standard | 171.45 | 31.288714 | Yes | 118.064832 | 158.534197 | High_spent_Large_value_payments | 673.300305 | Standard | 154 |
23 | Musician | 35248.410 | 6 | 5 | 12 | 4 | 17 | 19 | 8.00 | 1.0 | Standard | 430.56 | 29.606110 | NM | 96.596533 | 104.364562 | High_spent_Medium_value_payments | 317.375655 | Standard | 0 |
25 | Developer | 30827.580 | 5 | 4 | 6 | 0 | 21 | 16 | 0.65 | 4.0 | Good | 778.02 | 38.963149 | No | 0.000000 | 170.493746 | Low_spent_Small_value_payments | 400.602754 | Standard | 315 |
47 | Entrepreneur | 83408.520 | 4 | 5 | 3 | 2 | 16 | 4 | 5.17 | 3.0 | Good | 196.89 | 39.720455 | No | 123.488499 | 660.201930 | Low_spent_Medium_value_payments | 177.580571 | Poor | 378 |
25 | Scientist | 38673.640 | 5 | 6 | 4 | 4 | 4 | 4 | 8.38 | 7.0 | Good | 1176.78 | 28.012802 | No | 88.283332 | 55.167156 | High_spent_Large_value_payments | 429.929845 | Good | 394 |
35 | Manager | 36130.890 | 5 | 7 | 20 | 2 | 10 | 12 | 2.13 | 3.0 | Standard | 1395.65 | 27.963760 | No | 32.589795 | 32.352789 | High_spent_Large_value_payments | 494.348166 | Good | 343 |
55 | Mechanic | 69388.260 | 2 | 4 | 6 | 0 | 8 | 1 | 8.16 | 2.0 | Good | 819.98 | 42.509095 | No | 0.000000 | 224.030801 | Low_spent_Large_value_payments | 600.304699 | Poor | 261 |
43 | Writer | 13838.180 | 5 | 4 | 15 | 6 | 12 | 15 | 3.60 | 7.0 | Standard | 1381.32 | 22.951915 | Yes | 51.986530 | 121.993102 | Low_spent_Medium_value_payments | 248.038534 | Standard | 221 |
34 | Media_Manager | 17224.395 | 3 | 5 | 12 | 4 | 1 | 1 | 0.50 | 4.0 | Good | 1374.84 | 41.232942 | NM | 38.967507 | 80.035393 | Low_spent_Large_value_payments | 278.633724 | Standard | 374 |
32 | Scientist | 30953.510 | 4 | 4 | 14 | 2 | 7 | 0 | 8.04 | 4.0 | Standard | 1106.09 | 23.408010 | Yes | 28.539576 | 365.237314 | Low_spent_Small_value_payments | 176.969027 | Standard | 312 |
30 | Engineer | 24974.350 | 8 | 7 | 8 | 0 | 26 | 8 | 12.58 | 6.0 | Standard | 331.11 | 36.611599 | Yes | 0.000000 | 40.819679 | High_spent_Medium_value_payments | 425.799904 | Standard | 335 |
34 | Engineer | 112812.240 | 0 | 5 | 2 | 0 | 10 | 8 | 1.19 | 3.0 | Good | 506.96 | 37.226471 | No | 0.000000 | 398.880371 | High_spent_Medium_value_payments | 792.821629 | Poor | 351 |
52 | Scientist | 44895.610 | 1 | 6 | 6 | 4 | 17 | 4 | 7.37 | 1.0 | Good | 728.29 | 37.400571 | No | 83.718564 | 194.411038 | High_spent_Small_value_payments | 351.600481 | Standard | 290 |
25 | Developer | 15476.640 | 0 | 4 | 1 | 3 | 14 | 10 | 11.57 | 1.0 | Good | 1285.01 | 33.776878 | No | 35.681358 | 147.173565 | Low_spent_Small_value_payments | 224.617077 | Poor | 0 |
40 | Scientist | 47521.560 | 3 | 4 | 10 | 5 | 27 | 16 | 9.08 | 6.0 | Standard | 1084.43 | 34.941926 | Yes | 163.763706 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 152 |
53 | Writer | 31306.480 | 8 | 6 | 7 | 0 | 19 | 15 | 9.38 | 2.0 | Standard | 1026.13 | 36.107157 | NM | 0.000000 | 229.703312 | Low_spent_Small_value_payments | 303.484022 | Standard | 235 |
25 | Mechanic | 118831.620 | 0 | 6 | 6 | 2 | 7 | 7 | 2.37 | 2.0 | Good | 1406.77 | 30.157725 | No | 138.438131 | 364.409751 | Low_spent_Small_value_payments | 749.715619 | Standard | 0 |
26 | Entrepreneur | 98703.990 | 2 | 6 | 8 | 3 | 8 | 5 | 8.72 | 7.0 | Good | 1386.11 | 43.566782 | No | 142.666375 | 284.100254 | Low_spent_Large_value_payments | 678.266622 | Poor | 349 |
34 | Media_Manager | 16609.080 | 5 | 6 | 20 | 1 | 17 | 19 | 0.99 | 4.0 | Standard | 606.57 | 32.456294 | No | 13.544573 | 50.984422 | High_spent_Small_value_payments | 347.880005 | Standard | 368 |
29 | Media_Manager | 31276.270 | 6 | 3 | 14 | 1 | 6 | 5 | 7.68 | 3.0 | Standard | 1275.06 | 24.323492 | NM | 16.327466 | 95.893246 | High_spent_Small_value_payments | 401.814871 | Standard | 292 |
54 | Entrepreneur | 15904.850 | 3 | 5 | 1 | 4 | 2 | 2 | 6.34 | 2.0 | Good | 1377.16 | 27.006020 | NM | 47.597901 | 11.024664 | High_spent_Large_value_payments | 289.917851 | Good | 243 |
27 | Entrepreneur | 16674.010 | 1 | 4 | 5 | 1 | 14 | 7 | 2.03 | 4.0 | Good | 1471.88 | 37.148050 | No | 13.632311 | 108.655852 | Low_spent_Large_value_payments | 281.961921 | Good | 0 |
34 | Doctor | 114684.320 | 5 | 5 | 19 | 3 | 8 | 20 | 8.47 | 3.0 | Standard | 542.26 | 32.068183 | Yes | 147.541038 | 179.325147 | High_spent_Medium_value_payments | 900.836482 | Standard | 236 |
48 | Media_Manager | 91702.140 | 5 | 7 | 10 | 3 | 13 | 3 | 0.87 | 2.0 | Good | 233.12 | 38.394445 | No | 140.727125 | 99.739129 | High_spent_Large_value_payments | 745.118247 | Standard | 247 |
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