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ID | Описание | Дата |
---|---|---|
c1ac71e8-62c8-43a1-87cc-12f8b3cf0f6b | e-enable plug-and-play e-markets | 1993-09-12 |
d2d97518-1514-4ac6-96d6-b8a9f2f27f87 | scale web-enabled e-markets | 1978-11-20 |
1dcef959-ba94-46a2-adda-f048f53db64f | streamline impactful bandwidth | 2013-04-30 |
df769432-3577-491c-8bb6-09585c7f5355 | engage extensible e-business | 1983-09-01 |
89f9f52d-a10c-4e77-b66a-33ceef642a21 | redefine 24/365 relationships | 2020-07-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Scientist | 29042.45 | 3 | 5 | 5 | 1 | 5 | 0 | 9.72 | 4.0 | Standard | 1092.55 | 35.856301 | Yes | 16.756707 | 207.364515 | Low_spent_Small_value_payments | 291.099195 | Standard | 291 |
38 | Architect | 37131.02 | 5 | 7 | 8 | 1 | 8 | 4 | 10.30 | 7.0 | Good | 88.00 | 37.113210 | No | 16.723868 | 410.833752 | Low_spent_Small_value_payments | 193.167547 | Standard | 333 |
26 | Media_Manager | 17028.31 | 4 | 2 | 4 | 0 | 2 | 1 | 6.39 | 5.0 | Good | 43.02 | 27.242413 | No | 0.000000 | 40.366382 | High_spent_Small_value_payments | 385.936201 | Good | 367 |
41 | Media_Manager | 18205.45 | 2 | 5 | 7 | 1 | 5 | 9 | 1.78 | 7.0 | Good | 1042.25 | 37.040705 | No | 12.472030 | 150.421918 | Low_spent_Small_value_payments | 275.118136 | Good | 332 |
26 | Engineer | 20134.87 | 6 | 7 | 6 | 2 | 18 | 13 | 12.80 | 10.0 | Standard | 126.83 | 25.554298 | NM | 26.036365 | 51.146329 | Low_spent_Small_value_payments | 363.007890 | Standard | 373 |
39 | Journalist | 20992.38 | 5 | 9 | 25 | 2 | 24 | 15 | 9.52 | 11.0 | Standard | 1403.86 | 38.929015 | Yes | 25.433570 | 74.201362 | Low_spent_Medium_value_payments | 342.501568 | Poor | 130 |
45 | Accountant | 107360.10 | 7 | 7 | 13 | 1 | 8 | 17 | 8.04 | 5.0 | Standard | 1456.75 | 35.356634 | Yes | 81.239134 | 563.689135 | Low_spent_Medium_value_payments | 549.639231 | Poor | 206 |
25 | Media_Manager | 45852.80 | 5 | 5 | 9 | 3 | 20 | 20 | 5.69 | 4.0 | Good | 1249.64 | 33.589364 | No | 104.589179 | 141.719501 | Low_spent_Large_value_payments | 389.197986 | Good | 398 |
28 | Media_Manager | 23557.50 | 7 | 4 | 6 | 4 | 21 | 18 | 6.78 | 0.0 | Standard | 7.51 | 24.001585 | No | 41.417036 | 73.002288 | High_spent_Medium_value_payments | 315.293176 | Standard | 337 |
39 | Media_Manager | 28838.96 | 3 | 1 | 10 | 1 | 1 | 9 | 3.45 | 4.0 | Good | 221.70 | 26.846900 | NM | 21.194554 | 0.000000 | High_spent_Small_value_payments | 362.019830 | Standard | 0 |
19 | Developer | 114447.09 | 4 | 7 | 1 | 3 | 6 | 14 | 9.97 | 3.0 | Good | 1175.67 | 26.166737 | No | 180.640903 | 68.565591 | High_spent_Large_value_payments | 957.019256 | Good | 266 |
47 | Musician | 84378.96 | 5 | 3 | 8 | 2 | 3 | 5 | 10.95 | 1.0 | Good | 37.11 | 31.798951 | No | 122.679779 | 463.757075 | Low_spent_Medium_value_payments | 407.821146 | Poor | 288 |
43 | Accountant | 22224.03 | 8 | 5 | 20 | 4 | 23 | 16 | 17.50 | 6.0 | Standard | 1418.03 | 26.293693 | NM | 56.924747 | 228.827895 | Low_spent_Small_value_payments | 218.747608 | Standard | 82 |
26 | Media_Manager | 35165.46 | 5 | 6 | 18 | 0 | 23 | 18 | 8.21 | 3.0 | Standard | 1034.08 | 34.345359 | No | 0.000000 | 304.722331 | Low_spent_Small_value_payments | 254.723169 | Standard | 239 |
48 | Architect | 58366.22 | 5 | 5 | 1 | 1 | 10 | 18 | 1.37 | 3.0 | Good | 383.30 | 38.270722 | No | 36.110277 | 133.059013 | High_spent_Medium_value_payments | 585.015876 | Good | 0 |
37 | Developer | 48646.50 | 4 | 7 | 7 | 0 | 9 | 11 | 5.13 | 3.0 | Standard | 723.55 | 29.796878 | NM | 0.000000 | 355.399705 | Low_spent_Large_value_payments | 337.687795 | Standard | 243 |
17 | Accountant | 61281.60 | 7 | 7 | 11 | 4 | 18 | 12 | 17.13 | 7.0 | Standard | 1350.40 | 30.746914 | Yes | 197.610910 | 138.791265 | High_spent_Medium_value_payments | 434.477825 | Standard | 94 |
18 | Teacher | 76079.16 | 0 | 5 | 3 | 4 | 15 | 3 | 10.18 | 4.0 | Good | 731.36 | 35.074524 | No | 136.938924 | 71.826068 | High_spent_Large_value_payments | 677.528008 | Good | 300 |
55 | Writer | 39206.98 | 1 | 5 | 3 | 3 | 4 | 13 | 4.15 | 2.0 | Good | 780.54 | 31.615024 | No | 55.829684 | 78.603445 | Low_spent_Medium_value_payments | 442.491704 | Good | 215 |
39 | Architect | 63115.54 | 4 | 7 | 2 | 2 | 21 | 8 | 0.00 | 5.0 | Good | 1194.90 | 28.347170 | No | 54.033757 | 275.200920 | Low_spent_Small_value_payments | 458.928156 | Poor | 0 |
34 | Engineer | 29902.22 | 6 | 3 | 12 | 3 | 9 | 10 | 9.57 | 0.0 | Standard | 533.71 | 28.449959 | Yes | 66.210327 | 173.759261 | Low_spent_Small_value_payments | 273.115579 | Standard | 236 |
42 | Architect | 22502.24 | 6 | 7 | 12 | 5 | 7 | 0 | 14.97 | 7.0 | Standard | 1202.86 | 37.741119 | Yes | 56.207285 | 153.194587 | Low_spent_Small_value_payments | 292.616795 | Standard | 162 |
39 | Teacher | 31122.32 | 0 | 3 | 6 | 3 | 3 | 6 | 8.72 | 0.0 | Good | 701.97 | 24.618269 | No | 56.105487 | 130.515423 | High_spent_Small_value_payments | 303.331757 | Good | 0 |
48 | Teacher | 61630.40 | 5 | 7 | 3 | 3 | 13 | 6 | 2.26 | 3.0 | Good | 1274.09 | 40.075843 | No | 128.621579 | 345.873370 | Low_spent_Medium_value_payments | 313.091718 | Poor | 384 |
35 | Manager | 132643.71 | 0 | 5 | 12 | 1 | 10 | 10 | 10.79 | 4.0 | Good | 1439.70 | 34.160380 | No | 58.627842 | 1408.432275 | Low_spent_Small_value_payments | 0.000000 | Good | 246 |
26 | Developer | 66755.64 | 6 | 9 | 21 | 2 | 39 | 17 | 7.70 | 10.0 | Bad | 1349.83 | 28.790769 | Yes | 73.239912 | 420.610554 | Low_spent_Medium_value_payments | 341.846534 | Poor | 136 |
37 | Engineer | 31067.03 | 5 | 3 | 5 | 4 | 29 | 12 | 8.20 | 5.0 | Standard | 778.68 | 23.150118 | Yes | 79.250489 | 0.000000 | Low_spent_Small_value_payments | 146.823003 | Poor | 202 |
20 | Mechanic | 38831.83 | 3 | 5 | 9 | 2 | 23 | 1 | 7.74 | 0.0 | Good | 807.04 | 26.297155 | No | 63.938727 | 439.414417 | Low_spent_Small_value_payments | 119.545439 | Poor | 195 |
49 | Architect | 43508.74 | 0 | 3 | 1 | 2 | 8 | 0 | 10.17 | 5.0 | Good | 54.17 | 29.523873 | No | 68.821705 | 198.486919 | Low_spent_Small_value_payments | 362.464210 | Poor | 334 |
52 | Journalist | 41942.10 | 0 | 3 | 1 | 1 | 4 | 12 | 10.26 | 1.0 | Good | 1303.34 | 35.640025 | No | 19.649050 | 100.350723 | High_spent_Medium_value_payments | 465.517726 | Standard | 393 |
46 | Lawyer | 30302.97 | 3 | 5 | 9 | 0 | 9 | 10 | 11.41 | 0.0 | Standard | 333.31 | 27.612387 | Yes | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 439.734456 | Standard | 315 |
54 | Lawyer | 150131.68 | 5 | 1 | 4 | 0 | 8 | 0 | 11.49 | 0.0 | Good | 1138.36 | 38.461723 | No | 0.000000 | 204.422380 | High_spent_Large_value_payments | 1295.274954 | Good | 382 |
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