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ID | Описание | Дата |
---|---|---|
ec4cfeb0-c9ca-4bc0-b410-20ce18e92548 | reinvent killer markets | 1970-09-06 |
23e12df2-3eb6-4437-9c63-9957244d59eb | evolve robust metrics | 2004-08-26 |
fb628466-5e5f-4bc4-ac36-28cd892c5b14 | extend cutting-edge e-commerce | 1971-05-05 |
396634ae-c1df-4af5-8e65-3d0ff76567d8 | reinvent rich interfaces | 2024-05-31 |
3987bbaf-7c3f-4dbf-8522-02944f79a825 | optimize leading-edge channels | 1985-03-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Musician | 85554.030 | 4 | 2 | 3 | 0 | 12 | 7 | 6.43 | 3.0 | Good | 1095.73 | 25.026326 | No | 0.000000 | 465.427774 | Low_spent_Large_value_payments | 523.122476 | Good | 240 |
56 | Architect | 32011.890 | 2 | 6 | 4 | 3 | 12 | 9 | 2.10 | 1.0 | Good | 1215.09 | 26.684255 | No | 66.357449 | 128.591209 | Low_spent_Medium_value_payments | 365.717092 | Poor | 306 |
38 | Scientist | 30450.840 | 6 | 7 | 8 | 3 | 27 | 16 | 0.00 | 1.0 | Standard | 203.69 | 32.692188 | No | 49.394741 | 109.487821 | Low_spent_Small_value_payments | 381.774439 | Standard | 248 |
32 | Architect | 11703.605 | 8 | 4 | 20 | 0 | 27 | 19 | 13.87 | 3.0 | Standard | 1175.56 | 39.030001 | Yes | 0.000000 | 128.885906 | Low_spent_Small_value_payments | 260.444136 | Standard | 226 |
24 | Developer | 38684.200 | 7 | 5 | 16 | 3 | 24 | 20 | 16.24 | 8.0 | Standard | 1464.16 | 34.166996 | Yes | 70.038455 | 431.022237 | Low_spent_Small_value_payments | 131.307641 | Poor | 70 |
41 | Mechanic | 38919.900 | 8 | 7 | 13 | 1 | 2 | 13 | 10.20 | 0.0 | Standard | 1058.13 | 28.317903 | No | 22.012884 | 39.969809 | High_spent_Large_value_payments | 499.549806 | Standard | 246 |
37 | Writer | 27476.990 | 7 | 4 | 20 | 4 | 15 | 13 | 0.00 | 7.0 | Standard | 566.21 | 35.434107 | Yes | 73.478538 | 55.706689 | Low_spent_Large_value_payments | 370.989689 | Standard | 0 |
23 | Writer | 53370.420 | 6 | 7 | 7 | 3 | 21 | 16 | 8.68 | 3.0 | Standard | 240.27 | 38.645676 | NM | 96.555270 | 285.162383 | Low_spent_Small_value_payments | 370.135847 | Standard | 248 |
46 | Accountant | 33185.600 | 0 | 3 | 5 | 1 | 9 | 6 | 2.50 | 1.0 | Good | 1340.52 | 23.356821 | No | 17.079394 | 78.344635 | High_spent_Medium_value_payments | 417.522638 | Standard | 0 |
50 | Doctor | 61269.160 | 6 | 4 | 9 | 2 | 13 | 17 | 4.45 | 5.0 | Good | 389.91 | 38.870024 | No | 55.593789 | 676.107267 | Low_spent_Small_value_payments | 87.875278 | Poor | 237 |
45 | Accountant | 33410.450 | 4 | 6 | 19 | 0 | 27 | 15 | 10.91 | 1.0 | Standard | 693.39 | 34.986087 | Yes | 0.000000 | 326.870925 | Low_spent_Small_value_payments | 269.049492 | Standard | 337 |
21 | Developer | 92599.260 | 0 | 3 | 3 | 0 | 1 | 10 | 5.61 | 1.0 | Good | 454.40 | 40.302133 | No | 0.000000 | 731.378444 | Low_spent_Large_value_payments | 332.882056 | Standard | 340 |
24 | Musician | 36641.860 | 6 | 6 | 15 | 2 | 25 | 19 | 10.23 | 7.0 | Standard | 1467.95 | 34.396014 | NM | 37.416359 | 79.774322 | Low_spent_Large_value_payments | 453.658152 | Standard | 357 |
41 | Engineer | 71766.060 | 8 | 4 | 15 | 4 | 5 | 8 | 7.06 | 4.0 | Standard | 940.66 | 35.137729 | No | 198.309054 | 376.239182 | Low_spent_Small_value_payments | 312.302264 | Standard | 266 |
26 | Journalist | 31113.360 | 3 | 5 | 7 | 3 | 29 | 11 | 10.46 | 7.0 | Standard | 1151.70 | 37.739845 | Yes | 73.152983 | 145.978222 | Low_spent_Small_value_payments | 348.946795 | Standard | 162 |
15 | Lawyer | 64923.040 | 8 | 3 | 5 | 3 | 6 | 14 | 7.70 | 6.0 | Standard | 370.40 | 33.039282 | Yes | 156.604085 | 279.773911 | Low_spent_Medium_value_payments | 394.947337 | Standard | 369 |
40 | Lawyer | 16259.845 | 3 | 7 | 6 | 4 | 4 | 13 | 1.60 | 5.0 | Good | 1118.03 | 33.710630 | No | 36.084269 | 165.167068 | Low_spent_Small_value_payments | 228.647371 | Standard | 390 |
29 | Manager | 25389.260 | 5 | 3 | 6 | 3 | 16 | 12 | 12.82 | 0.0 | Standard | 242.65 | 37.520987 | Yes | 60.303434 | 56.691550 | Low_spent_Large_value_payments | 348.482183 | Standard | 370 |
26 | Journalist | 22015.680 | 6 | 5 | 7 | 5 | 27 | 12 | 17.68 | 4.0 | Standard | 775.52 | 32.770756 | Yes | 74.741710 | 37.155821 | High_spent_Small_value_payments | 351.866469 | Standard | 150 |
33 | Scientist | 44382.880 | 7 | 7 | 1 | 0 | 3 | 0 | 11.08 | 3.0 | Good | 115.63 | 31.161662 | NM | 0.000000 | 389.359694 | Low_spent_Small_value_payments | 273.797639 | Poor | 270 |
23 | Lawyer | 87939.040 | 2 | 4 | 11 | 2 | 7 | 7 | 5.98 | 4.0 | Good | 320.89 | 34.775736 | No | 74.007748 | 186.456790 | High_spent_Large_value_payments | 713.860795 | Good | 306 |
42 | Architect | 95596.350 | 5 | 7 | 12 | 3 | 11 | 1 | 5.16 | 2.0 | Good | 64.69 | 35.592492 | No | 182.275831 | 94.113148 | High_spent_Medium_value_payments | 776.047272 | Standard | 184 |
31 | Developer | 38035.760 | 5 | 4 | 3 | 3 | 17 | 4 | 9.41 | 3.0 | Good | 193.26 | 39.818695 | No | 93.455111 | 67.432029 | High_spent_Medium_value_payments | 394.377527 | Good | 204 |
28 | Writer | 12498.945 | 5 | 3 | 18 | 4 | 20 | 0 | 5.10 | 0.0 | Standard | 695.46 | 28.849342 | No | 30.871491 | 70.645933 | High_spent_Small_value_payments | 275.840450 | Good | 375 |
50 | Developer | 22879.520 | 5 | 6 | 7 | 0 | 15 | 8 | 12.41 | 0.0 | Standard | 902.29 | 31.571397 | Yes | 0.000000 | 57.583688 | Low_spent_Large_value_payments | 382.878979 | Standard | 228 |
39 | Architect | 11073.600 | 3 | 3 | 13 | 4 | 8 | 12 | 8.78 | 2.0 | Standard | 1097.02 | 37.369743 | No | 27.757644 | 85.402504 | Low_spent_Small_value_payments | 246.819852 | Standard | 390 |
41 | Musician | 146771.720 | 5 | 4 | 19 | 2 | 5 | 9 | 4.72 | 1.0 | Standard | 48.79 | 39.452940 | No | 194.960034 | 420.990838 | High_spent_Medium_value_payments | 853.846796 | Poor | 358 |
56 | Accountant | 41563.690 | 5 | 4 | 6 | 3 | 17 | 8 | 3.47 | 4.0 | Good | 1306.64 | 29.484963 | No | 72.672128 | 201.598352 | Low_spent_Large_value_payments | 364.893604 | Good | 381 |
28 | Manager | 32303.730 | 4 | 1 | 5 | 3 | 15 | 2 | 7.80 | 0.0 | Good | 1232.34 | 35.451963 | No | 43.449266 | 115.590756 | High_spent_Medium_value_payments | 383.757728 | Good | 255 |
27 | Architect | 123181.160 | 4 | 5 | 9 | 0 | 26 | 10 | 6.44 | 3.0 | Good | 877.78 | 32.803823 | No | 0.000000 | 124.625954 | High_spent_Large_value_payments | 1154.483713 | Poor | 296 |
35 | Media_Manager | 19593.130 | 7 | 6 | 16 | 0 | 5 | 11 | 14.20 | 4.0 | Standard | 624.41 | 23.232027 | Yes | 0.000000 | 92.173329 | High_spent_Small_value_payments | 338.002754 | Standard | 320 |
35 | Musician | 30619.560 | 5 | 7 | 16 | 6 | 9 | 0 | 13.12 | 6.0 | Standard | 711.08 | 31.666140 | Yes | 137.793167 | 63.601141 | High_spent_Medium_value_payments | 319.068693 | Poor | 154 |
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