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ID | Описание | Дата |
---|---|---|
f13163e4-d8f7-4c6a-8d5f-0268bb0ed497 | whiteboard interactive bandwidth | 2006-05-06 |
d3c92303-808b-4726-b41b-da9236d045a3 | innovate frictionless deliverables | 1970-12-27 |
eca3d89f-92f5-410a-9c4c-0c23e5865f7c | mesh transparent metrics | 1973-02-17 |
531cebca-d291-4714-8393-fd85323b91fe | transform transparent e-markets | 2003-01-15 |
d78859cd-7d54-4f51-b659-78bb1734c4cc | re-intermediate efficient channels | 1988-07-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Manager | 37302.100 | 3 | 2 | 12 | 4 | 11 | 12 | 3.07 | 1.0 | Good | 907.73 | 38.902788 | No | 80.271752 | 62.298970 | High_spent_Large_value_payments | 429.480111 | Standard | 262 |
49 | Lawyer | 92041.020 | 3 | 7 | 7 | 0 | 2 | 11 | 0.00 | 4.0 | Good | 590.95 | 30.474426 | No | 0.000000 | 353.987832 | Low_spent_Large_value_payments | 678.120668 | Standard | 291 |
30 | Architect | 37442.050 | 0 | 5 | 11 | 3 | 11 | 9 | 8.54 | 0.0 | Good | 1393.72 | 38.155230 | No | 60.113061 | 34.763414 | High_spent_Medium_value_payments | 463.240608 | Poor | 329 |
22 | Writer | 87888.720 | 5 | 3 | 11 | 0 | 20 | 6 | 8.91 | 1.0 | Standard | 135.76 | 30.008578 | Yes | 0.000000 | 621.240087 | Low_spent_Medium_value_payments | 384.065913 | Standard | 363 |
34 | Lawyer | 56038.280 | 5 | 4 | 10 | 2 | 7 | 14 | 8.03 | 4.0 | Good | 264.52 | 28.501783 | No | 76.221034 | 69.262635 | High_spent_Medium_value_payments | 590.601998 | Good | 249 |
51 | Journalist | 30760.150 | 4 | 4 | 7 | 3 | 23 | 12 | 9.50 | 6.0 | Standard | 143.92 | 31.462906 | No | 41.125298 | 126.977832 | High_spent_Small_value_payments | 355.831453 | Poor | 330 |
32 | Accountant | 34188.810 | 0 | 4 | 5 | 1 | 13 | 0 | 3.22 | 0.0 | Good | 1076.67 | 32.887384 | No | 25.178598 | 187.216912 | Low_spent_Large_value_payments | 329.511240 | Standard | 284 |
36 | Teacher | 20282.380 | 3 | 7 | 4 | 1 | 8 | 18 | 3.95 | 2.0 | Good | 1229.84 | 31.627082 | No | 10.179394 | 112.676364 | Low_spent_Small_value_payments | 335.964075 | Good | 291 |
22 | Entrepreneur | 84408.160 | 4 | 5 | 18 | 3 | 24 | 12 | 13.29 | 8.0 | Standard | 645.83 | 37.054000 | NM | 174.799034 | 165.256427 | High_spent_Medium_value_payments | 631.045872 | Poor | 93 |
46 | Engineer | 139383.600 | 4 | 6 | 10 | 2 | 27 | 14 | 12.14 | 5.0 | Standard | 1132.10 | 34.298716 | NM | 163.129457 | 245.281828 | High_spent_Large_value_payments | 993.418715 | Standard | 344 |
38 | Mechanic | 29310.850 | 8 | 4 | 20 | 4 | 7 | 18 | 9.30 | 4.0 | Standard | 1184.49 | 34.642407 | NM | 93.771191 | 159.791899 | Low_spent_Large_value_payments | 268.693994 | Poor | 385 |
31 | Writer | 53699.700 | 8 | 5 | 13 | 0 | 20 | 0 | 3.60 | 0.0 | Standard | 1422.80 | 33.398007 | No | 0.000000 | 54.070877 | High_spent_Medium_value_payments | 634.226623 | Standard | 322 |
22 | Doctor | 16520.790 | 3 | 5 | 11 | 1 | 14 | 0 | 6.57 | 2.0 | Good | 489.96 | 33.349955 | No | 13.635527 | 71.224901 | Low_spent_Large_value_payments | 296.212822 | Good | 185 |
55 | Engineer | 29616.720 | 2 | 1 | 3 | 2 | 15 | 4 | 5.83 | 4.0 | Good | 189.92 | 32.975569 | NM | 27.904323 | 0.000000 | Low_spent_Small_value_payments | 366.594644 | Good | 238 |
29 | Journalist | 68122.460 | 4 | 5 | 3 | 2 | 4 | 0 | 9.40 | 1.0 | Good | 1171.17 | 39.035440 | No | 86.778365 | 132.744114 | High_spent_Small_value_payments | 582.964687 | Standard | 323 |
47 | Engineer | 70164.900 | 5 | 5 | 13 | 0 | 25 | 0 | 11.21 | 6.0 | Standard | 1471.30 | 25.986715 | Yes | 0.000000 | 416.630160 | Low_spent_Large_value_payments | 450.877340 | Standard | 267 |
34 | Teacher | 18114.350 | 9 | 6 | 28 | 2 | 21 | 16 | 0.00 | 12.0 | Bad | 1289.04 | 28.057048 | Yes | 16.120789 | 97.912122 | Low_spent_Medium_value_payments | 317.520006 | Standard | 122 |
37 | Manager | 30247.700 | 5 | 6 | 10 | 7 | 17 | 10 | 15.87 | 4.0 | Standard | 841.39 | 29.135143 | Yes | 90.599218 | 43.907147 | High_spent_Medium_value_payments | 348.357802 | Standard | 150 |
25 | Media_Manager | 16618.170 | 6 | 9 | 17 | 2 | 25 | 16 | 9.95 | 11.0 | Standard | 1467.27 | 28.952255 | Yes | 21.097101 | 158.459322 | Low_spent_Small_value_payments | 273.328327 | Poor | 242 |
37 | Musician | 8137.580 | 6 | 4 | 17 | 3 | 6 | 13 | 7.70 | 5.0 | Standard | 998.45 | 32.909535 | Yes | 14.302914 | 61.881455 | Low_spent_Small_value_payments | 269.228797 | Standard | 77 |
17 | Teacher | 20606.320 | 6 | 6 | 13 | 1 | 23 | 7 | 7.08 | 11.0 | Standard | 160.50 | 32.203528 | Yes | 10.097169 | 58.387120 | High_spent_Medium_value_payments | 371.235044 | Standard | 340 |
28 | Journalist | 33133.710 | 6 | 5 | 6 | 2 | 14 | 20 | 12.79 | 6.0 | Standard | 1406.81 | 34.102574 | Yes | 28.145581 | 99.177198 | Low_spent_Large_value_payments | 410.591471 | Standard | 146 |
29 | Scientist | 14638.380 | 7 | 5 | 8 | 3 | 29 | 12 | 8.40 | 7.0 | Good | 424.65 | 27.073914 | No | 27.783187 | 154.302094 | Low_spent_Small_value_payments | 237.501219 | Good | 347 |
24 | Scientist | 33029.660 | 5 | 3 | 2 | 1 | 0 | 6 | 6.28 | 4.0 | Good | 216.62 | 38.959195 | No | 19.428133 | 353.228523 | Low_spent_Small_value_payments | 216.790511 | Good | 358 |
23 | Scientist | 43788.750 | 3 | 7 | 10 | 1 | 7 | 6 | 4.43 | 4.0 | Good | 1427.84 | 25.991295 | No | 23.443044 | 366.834738 | Low_spent_Small_value_payments | 239.128469 | Standard | 348 |
31 | Accountant | 11889.260 | 5 | 4 | 14 | 3 | 6 | 17 | 17.00 | 2.0 | Standard | 351.01 | 39.602290 | Yes | 23.455595 | 26.934386 | High_spent_Small_value_payments | 283.287185 | Good | 316 |
25 | Teacher | 9620.965 | 10 | 7 | 24 | 2 | 55 | 18 | 3.70 | 7.0 | Bad | 1355.28 | 32.616405 | NM | 9.675866 | 101.432380 | Low_spent_Small_value_payments | 257.166462 | Poor | 139 |
52 | Engineer | 112383.560 | 4 | 6 | 4 | 0 | 7 | 11 | 9.29 | 1.0 | Good | 1271.36 | 36.843650 | No | 0.000000 | 74.990351 | High_spent_Large_value_payments | 1119.239316 | Standard | 261 |
50 | Media_Manager | 3291319.000 | 3 | 3 | 20 | 1 | 18 | 17 | 6.15 | 2.0 | Standard | 846.68 | 37.197590 | NM | 44.522364 | 373.745353 | Low_spent_Small_value_payments | 352.857283 | Standard | 325 |
52 | Entrepreneur | 57856.200 | 8 | 7 | 17 | 3 | 16 | 16 | 1.02 | 0.0 | Standard | 853.80 | 33.266674 | No | 139.470694 | 226.951172 | High_spent_Small_value_payments | 354.113134 | Standard | 362 |
32 | Developer | 74557.580 | 2 | 5 | 1 | 0 | 4 | 10 | 10.32 | 0.0 | Good | 206.26 | 26.600625 | No | 0.000000 | 540.805786 | Low_spent_Small_value_payments | 360.607381 | Good | 364 |
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