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ID | Описание | Дата |
---|---|---|
4afa92b9-0715-4530-bfff-8ad415c442df | leverage enterprise bandwidth | 1990-02-26 |
9b333333-ed9e-4b0d-9aba-1c308c0e7b4c | cultivate bleeding-edge web services | 1993-12-23 |
a6bad829-6c77-4913-a3d1-c3a50619ed4f | integrate wireless synergies | 1973-10-25 |
02218fca-426d-4926-9f25-62910b5fcac2 | visualize dynamic solutions | 2009-07-30 |
59cdfac8-497e-41a5-8bbb-384a3e9f4dc0 | productize wireless markets | 1976-04-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Architect | 108223.620 | 5 | 6 | 7 | 2 | 9 | 12 | 11.53 | 3.0 | Standard | 977.19 | 35.381101 | Yes | 127.929214 | 227.825612 | High_spent_Large_value_payments | 761.808675 | Standard | 322 |
25 | Teacher | 142152.480 | 6 | 7 | 19 | 0 | 13 | 13 | 11.91 | 1.0 | Standard | 185.70 | 42.796219 | Yes | 0.000000 | 219.341305 | High_spent_Large_value_payments | 1210.062695 | Good | 193 |
25 | Accountant | 98917.230 | 1 | 4 | 1 | 2 | 3 | 3 | 7.92 | 2.0 | Good | 738.81 | 29.561717 | No | 115.531325 | 132.579959 | High_spent_Medium_value_payments | 853.198967 | Good | 184 |
42 | Accountant | 68266.300 | 7 | 4 | 10 | 3 | 25 | 9 | 8.32 | 2.0 | Good | 1145.17 | 40.872752 | No | 124.053390 | 211.607545 | High_spent_Medium_value_payments | 456.124899 | Standard | 358 |
41 | Scientist | 37840.480 | 3 | 3 | 12 | 1 | 4 | 0 | 0.46 | 1.0 | Good | 120.49 | 33.921740 | No | 27.677496 | 67.494623 | High_spent_Small_value_payments | 508.365215 | Standard | 204 |
51 | Developer | 19997.780 | 5 | 5 | 20 | 2 | 28 | 13 | 4.87 | 2.0 | Standard | 427.06 | 27.156426 | Yes | 18.983797 | 0.000000 | Low_spent_Small_value_payments | 340.834878 | Standard | 0 |
39 | Architect | 38365.210 | 4 | 4 | 5 | 2 | 6 | 9 | 1.16 | 5.0 | Good | 121.17 | 25.638195 | No | 35.007025 | 54.794820 | High_spent_Medium_value_payments | 486.008238 | Standard | 348 |
54 | Developer | 13966.770 | 3 | 7 | 3 | 3 | 2 | 15 | 7.44 | 3.0 | Good | 412.48 | 38.339858 | No | 32.851920 | 60.309286 | Low_spent_Medium_value_payments | 290.628544 | Standard | 343 |
30 | Architect | 117680.840 | 5 | 5 | 10 | 2 | 24 | 17 | 15.32 | 0.0 | Standard | 240.52 | 35.026091 | Yes | 183.452587 | 390.585558 | Low_spent_Large_value_payments | 701.735522 | Standard | 212 |
28 | Scientist | 122490.300 | 1 | 2 | 8 | 0 | 8 | 15 | 0.70 | 2.0 | Good | 874.85 | 34.316925 | No | 0.000000 | 137.460951 | High_spent_Medium_value_payments | 1121.591549 | Standard | 387 |
41 | Lawyer | 15636.605 | 8 | 7 | 3 | 4 | 27 | 10 | 7.75 | 4.0 | Standard | 592.29 | 34.843971 | No | 43.516348 | 96.197574 | High_spent_Small_value_payments | 277.791119 | Standard | 401 |
46 | Architect | 31329.830 | 5 | 3 | 6 | 0 | 10 | 19 | 5.25 | 4.0 | Good | 628.91 | 26.766870 | No | 0.000000 | 67.839065 | High_spent_Small_value_payments | 452.042851 | Standard | 332 |
49 | Engineer | 28074.060 | 1 | 6 | 1 | 1 | 8 | 5 | 4.98 | 0.0 | Good | 577.79 | 26.010559 | No | 15.500163 | 0.000000 | Low_spent_Small_value_payments | 286.965265 | Good | 378 |
45 | Doctor | 9654.910 | 6 | 3 | 15 | 2 | 28 | 12 | 5.23 | 11.0 | Standard | 968.34 | 35.683631 | Yes | 11.633283 | 34.401977 | Low_spent_Large_value_payments | 329.322324 | Good | 233 |
52 | Journalist | 36849.910 | 4 | 6 | 4 | 3 | 7 | 2 | 8.57 | 4.0 | Good | 660.89 | 35.484544 | No | 68.451146 | 67.247377 | High_spent_Large_value_payments | 439.884061 | Standard | 0 |
25 | Scientist | 28352.240 | 4 | 4 | 7 | 3 | 4 | 0 | 7.02 | 0.0 | Good | 1085.70 | 41.095048 | No | 46.390730 | 75.285738 | High_spent_Medium_value_payments | 366.892199 | Standard | 201 |
39 | Journalist | 19426.810 | 7 | 6 | 19 | 4 | 20 | 19 | 17.28 | 7.0 | Standard | 658.69 | 35.654636 | NM | 54.997198 | 109.468956 | Low_spent_Large_value_payments | 245.323930 | Standard | 247 |
28 | Entrepreneur | 87416.520 | 2 | 7 | 6 | 3 | 5 | 4 | 6.67 | 3.0 | Good | 814.52 | 29.239668 | No | 151.856798 | 222.664529 | High_spent_Medium_value_payments | 579.249673 | Standard | 216 |
18 | Musician | 24675.860 | 4 | 4 | 9 | 1 | 10 | 9 | 5.08 | 0.0 | Good | 370.20 | 36.943329 | No | 12.436804 | 41.578386 | High_spent_Small_value_payments | 418.616976 | Standard | 344 |
25 | Developer | 28835.680 | 2 | 5 | 8 | 4 | 14 | 8 | 1.87 | 5.0 | Good | 1068.87 | 25.962186 | No | 75.647231 | 49.289511 | High_spent_Medium_value_payments | 362.460591 | Good | 0 |
54 | Teacher | 26175.520 | 8 | 6 | 6 | 2 | 19 | 11 | 7.32 | 0.0 | Good | 359.67 | 27.534282 | No | 26.839284 | 46.747043 | High_spent_Medium_value_payments | 374.943006 | Good | 301 |
23 | Manager | 46301.960 | 8 | 6 | 1 | 2 | 18 | 6 | 1.86 | 0.0 | Standard | 1288.02 | 32.986556 | No | 70.973680 | 277.315707 | Low_spent_Small_value_payments | 309.760280 | Standard | 351 |
44 | Engineer | 28805.890 | 2 | 6 | 10 | 0 | 11 | 3 | 11.61 | 4.0 | Good | 1124.97 | 30.578351 | No | 0.000000 | 50.061510 | High_spent_Small_value_payments | 460.687573 | Standard | 214 |
53 | Scientist | 114128.440 | 7 | 4 | 10 | 2 | 14 | 16 | 2.37 | 2.0 | Standard | 951.72 | 30.150879 | Yes | 164.958618 | 274.124411 | Low_spent_Medium_value_payments | 815.287304 | Standard | 209 |
19 | Doctor | 31204.740 | 8 | 4 | 8 | 4 | 30 | 18 | 10.75 | 4.0 | Standard | 611.99 | 39.064331 | Yes | 96.220995 | 362.132080 | Low_spent_Small_value_payments | 120.486425 | Standard | 74 |
29 | Entrepreneur | 122725.480 | 0 | 5 | 1 | 1 | 12 | 7 | 12.93 | 0.0 | Good | 1080.92 | 41.351059 | No | 79.274351 | 122.288859 | High_spent_Large_value_payments | 1044.349124 | Good | 396 |
51 | Journalist | 26779.900 | 7 | 4 | 12 | 4 | 28 | 0 | 7.36 | 6.0 | Good | 680.39 | 37.224847 | No | 56.035540 | 41.852630 | High_spent_Medium_value_payments | 350.777664 | Standard | 398 |
22 | Teacher | 28824.580 | 0 | 3 | 5 | 4 | 15 | 12 | 8.89 | 0.0 | Good | 1028.85 | 27.727673 | No | 67.597274 | 45.617261 | High_spent_Large_value_payments | 394.690299 | Good | 280 |
43 | Entrepreneur | 70137.000 | 5 | 6 | 17 | 1 | 18 | 8 | 9.43 | 7.0 | Standard | 1416.96 | 41.688145 | Yes | 45.595238 | 117.578673 | High_spent_Large_value_payments | 659.901089 | Standard | 321 |
39 | Journalist | 15319.520 | 1 | 7 | 5 | 3 | 12 | 12 | 5.00 | 6.0 | Good | 208.96 | 39.733780 | NM | 29.878416 | 13.002889 | High_spent_Large_value_payments | 348.581362 | Standard | 290 |
33 | Teacher | 32430.340 | 3 | 4 | 14 | 3 | 27 | 12 | 19.42 | 5.0 | Standard | 589.18 | 38.222274 | Yes | 65.208497 | 93.330729 | High_spent_Small_value_payments | 393.213607 | Standard | 216 |
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