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ID | Описание | Дата |
---|---|---|
430644d5-2d43-4653-9984-cab69951a0ea | architect open-source models | 1992-05-03 |
13173ce4-acef-41f1-8907-99c81c5cd826 | re-intermediate collaborative interfaces | 1993-10-02 |
fa553e0d-65e2-48f8-8814-a4b126d2dfbd | transform enterprise eyeballs | 1987-03-07 |
307f3c21-c217-4248-a05c-962d691f93bb | morph enterprise convergence | 1998-03-31 |
4b437e4e-4c8b-491a-a8e6-c6b391ff5760 | facilitate distributed interfaces | 1977-03-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Manager | 15013.730 | 7 | 4 | 14 | 6 | 23 | 9 | 8.22 | 5.0 | Standard | 1403.17 | 34.979623 | Yes | 51.547924 | 0.000000 | Low_spent_Large_value_payments | 273.676752 | Standard | 148 |
50 | Journalist | 140390.320 | 5 | 2 | 4 | 3 | 6 | 0 | 4.67 | 2.0 | Good | 1423.23 | 30.533550 | NM | 182.160424 | 848.935371 | Low_spent_Medium_value_payments | 437.723538 | Good | 370 |
50 | Mechanic | 29097.820 | 6 | 6 | 11 | 4 | 13 | 13 | 7.79 | 5.0 | Standard | 1079.72 | 35.619605 | Yes | 82.278110 | 200.013014 | Low_spent_Small_value_payments | 247.590710 | Poor | 0 |
36 | Entrepreneur | 16474.845 | 0 | 5 | 2 | 2 | 13 | 7 | 7.17 | 4.0 | Good | 340.96 | 36.270058 | No | 19.660740 | 101.865913 | Low_spent_Small_value_payments | 293.263722 | Poor | 288 |
46 | Mechanic | 35263.440 | 6 | 5 | 5 | 0 | 11 | 14 | 9.21 | 3.0 | Standard | 410.00 | 29.081644 | No | 0.000000 | 232.338501 | Low_spent_Small_value_payments | 331.623499 | Standard | 329 |
54 | Mechanic | 16168.520 | 5 | 7 | 17 | 1 | 8 | 13 | 8.65 | 3.0 | Standard | 92.04 | 34.790428 | No | 7.188037 | 0.000000 | Low_spent_Medium_value_payments | 299.650649 | Standard | 223 |
45 | Manager | 23973.160 | 7 | 7 | 10 | 2 | 18 | 14 | 13.07 | 11.0 | Standard | 874.39 | 36.108502 | Yes | 30.138053 | 40.075443 | High_spent_Large_value_payments | 373.462837 | Standard | 393 |
28 | Scientist | 44152.160 | 3 | 7 | 18 | 3 | 19 | 13 | 1.35 | 1.0 | Standard | 634.52 | 28.616542 | No | 107.990233 | 134.696230 | High_spent_Medium_value_payments | 390.448204 | Standard | 242 |
38 | Accountant | 11562.215 | 4 | 3 | 5 | 1 | 28 | 20 | 8.52 | 2.0 | Standard | 537.45 | 31.669654 | Yes | 4.916139 | 43.578031 | Low_spent_Small_value_payments | 339.457622 | Standard | 0 |
47 | Architect | 38690.040 | 5 | 3 | 16 | 2 | 11 | 15 | 12.39 | 7.0 | Standard | 590.94 | 32.788803 | Yes | 40.095337 | 142.887728 | Low_spent_Small_value_payments | 414.433935 | Poor | 368 |
52 | Manager | 121966.280 | 2 | 4 | 9 | 0 | 4 | 0 | 7.51 | 5.0 | Good | 1467.60 | 29.348687 | NM | 0.000000 | 211.604061 | High_spent_Large_value_payments | 1044.581605 | Good | 334 |
44 | Journalist | 7885.605 | 8 | 7 | 23 | 5 | 46 | 22 | 1.64 | 12.0 | Bad | 1334.09 | 32.865114 | Yes | 30.600628 | 36.229163 | Low_spent_Small_value_payments | 278.583584 | Poor | 120 |
23 | Lawyer | 28769.520 | 4 | 7 | 2 | 0 | 18 | 15 | 9.39 | 4.0 | Good | 413.08 | 33.340881 | No | 0.000000 | 96.228716 | High_spent_Medium_value_payments | 411.317284 | Good | 289 |
48 | Developer | 57080.220 | 6 | 4 | 3 | 3 | 6 | 9 | 0.75 | 0.0 | Good | 553.43 | 34.918598 | No | 116.530747 | 134.764068 | High_spent_Medium_value_payments | 458.573685 | Good | 276 |
39 | Teacher | 83418.180 | 0 | 4 | 6 | 1 | 17 | 3 | 11.90 | 2.0 | Good | 972.51 | 34.717804 | No | 59.583881 | 172.049310 | High_spent_Large_value_payments | 719.718309 | Standard | 362 |
43 | Manager | 61955.820 | 8 | 6 | 29 | 6 | 46 | 8 | 15.21 | 11.0 | Standard | 1381.96 | 31.510272 | Yes | 171.936936 | 76.053394 | High_spent_Medium_value_payments | 544.408170 | Poor | 0 |
18 | Engineer | 40000.960 | 3 | 3 | 5 | 1 | 30 | 13 | 14.58 | 2.0 | Standard | 1326.39 | 30.835853 | Yes | 17.288160 | 189.399682 | Low_spent_Small_value_payments | 402.053491 | Standard | 253 |
54 | Architect | 20875.670 | 5 | 3 | 10 | 4 | 7 | 16 | 7.49 | 1.0 | Good | 1363.29 | 24.875456 | No | 38.072525 | 92.507118 | Low_spent_Medium_value_payments | 303.084274 | Good | 269 |
27 | Entrepreneur | 73420.920 | 4 | 5 | 8 | 2 | 2 | 0 | 10.35 | 2.0 | Good | 278.08 | 30.697008 | NM | 67.044384 | 149.239709 | High_spent_Small_value_payments | 677.056907 | Good | 371 |
25 | Accountant | 98544.990 | 5 | 3 | 2 | 3 | 12 | 4 | 9.63 | 4.0 | Good | 198.46 | 39.282279 | No | 197.800573 | 227.081923 | Low_spent_Medium_value_payments | 693.025754 | Good | 0 |
41 | Accountant | 19104.750 | 4 | 7 | 6 | 3 | 28 | 12 | 14.07 | 5.0 | Standard | 955.60 | 38.293410 | Yes | 43.751454 | 40.452146 | High_spent_Small_value_payments | 342.702650 | Standard | 0 |
39 | Doctor | 19200.080 | 3 | 3 | 15 | 4 | 8 | 22 | 19.49 | 9.0 | Standard | 1466.57 | 23.174928 | Yes | 54.417311 | 145.686441 | Low_spent_Small_value_payments | 257.696915 | Standard | 70 |
35 | Accountant | 35771.080 | 4 | 4 | 10 | 4 | 6 | 10 | 2.23 | 2.0 | Standard | 1081.20 | 38.454517 | NM | 60.846216 | 176.590192 | Low_spent_Small_value_payments | 355.055926 | Standard | 0 |
42 | Engineer | 20204.270 | 4 | 5 | 19 | 2 | 18 | 9 | 16.50 | 7.0 | Standard | 335.04 | 35.110489 | NM | 27.578672 | 160.881096 | Low_spent_Small_value_payments | 286.309149 | Standard | 235 |
33 | Media_Manager | 14629.520 | 1 | 4 | 4 | 1 | 9 | 6 | 5.69 | 3.0 | Good | 493.52 | 38.947926 | No | 10.159548 | 33.273786 | High_spent_Large_value_payments | 327.479333 | Standard | 259 |
25 | Musician | 73446.680 | 3 | 7 | 10 | 1 | 9 | 0 | 10.01 | 3.0 | Good | 685.36 | 34.044829 | No | 32.023590 | 67.383608 | High_spent_Large_value_payments | 750.748469 | Good | 360 |
34 | Doctor | 27880.820 | 4 | 5 | 20 | 4 | 15 | 11 | 7.01 | 5.0 | Standard | 1499.92 | 28.022971 | Yes | 51.061572 | 82.014994 | Low_spent_Small_value_payments | 371.463601 | Standard | 0 |
34 | Teacher | 31253.180 | 1 | 3 | 5 | 3 | 8 | 10 | 5.83 | 1.0 | Good | 342.30 | 36.373647 | No | 64.545329 | 0.000000 | High_spent_Small_value_payments | 351.327976 | Good | 208 |
52 | Accountant | 45749.060 | 6 | 5 | 13 | 4 | 23 | 0 | 5.74 | 1.0 | Standard | 443.19 | 25.414855 | Yes | 110.254317 | 161.818326 | Low_spent_Medium_value_payments | 367.969524 | Standard | 273 |
41 | Manager | 20320.175 | 4 | 4 | 11 | 0 | 1 | 8 | 2.77 | 3.0 | Good | 270.26 | 35.662473 | No | 0.000000 | 75.852261 | Low_spent_Small_value_payments | 380.582531 | Good | 270 |
25 | Architect | 32090.480 | 7 | 5 | 25 | 7 | 29 | 11 | 14.39 | 6.0 | Standard | 1266.79 | 21.977640 | Yes | 169.327870 | 157.964257 | Low_spent_Small_value_payments | 233.928540 | Poor | 107 |
19 | Musician | 34860.360 | 8 | 3 | 14 | 2 | 2 | 14 | 11.53 | 2.0 | Standard | 1301.87 | 38.726642 | Yes | 34.611585 | 103.471755 | High_spent_Medium_value_payments | 385.819660 | Standard | 398 |
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