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ID | Описание | Дата |
---|---|---|
3fa4ca6a-8e4e-4cad-985b-f1be55291f1b | integrate out-of-the-box networks | 2022-08-31 |
0c785de6-eb90-4e94-83fb-2e1da54f8771 | innovate rich web services | 2022-06-05 |
6d89720d-8be1-4ec4-8211-cdbdb07f9cc0 | syndicate next-generation markets | 2013-02-08 |
958cbf77-7d52-47eb-bac1-5f6a9b3aea65 | drive interactive vortals | 1973-10-18 |
e4fa6923-cd9b-41c0-b122-05fe7b5368fc | iterate intuitive deliverables | 2002-07-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49 | Teacher | 134810.130 | 5 | 7 | 6 | 2 | 1 | 3 | 10.54 | 4.0 | Good | 744.97 | 29.879623 | No | 199.842098 | 806.860846 | Low_spent_Medium_value_payments | 373.114805 | Standard | 385 |
36 | Doctor | 19590.310 | 3 | 7 | 14 | 2 | 5 | 11 | 19.24 | 4.0 | Standard | 1131.45 | 26.616422 | Yes | 31.474949 | 102.985447 | Low_spent_Small_value_payments | 296.392187 | Standard | 228 |
28 | Scientist | 34107.420 | 8 | 5 | 17 | 2 | 15 | 15 | 10.55 | 7.0 | Standard | 884.77 | 35.550570 | Yes | 44.538555 | 187.557033 | Low_spent_Small_value_payments | 357.932912 | Poor | 202 |
30 | Entrepreneur | 63761.190 | 4 | 3 | 1 | 2 | 13 | 19 | 4.29 | 3.0 | Good | 1448.20 | 26.119638 | No | 100.899584 | 608.536372 | Low_spent_Small_value_payments | 94.907293 | Good | 270 |
43 | Teacher | 96882.930 | 5 | 6 | 6 | 1 | 4 | 2 | 11.61 | 4.0 | Good | 355.41 | 40.800587 | No | 73.173723 | 0.000000 | High_spent_Large_value_payments | 801.666903 | Standard | 370 |
21 | Developer | 23520.690 | 7 | 7 | 6 | 7 | 27 | 10 | 8.21 | 4.0 | Standard | 1235.31 | 30.505554 | Yes | 85.374591 | 48.526623 | High_spent_Medium_value_payments | 290.704536 | Standard | 117 |
22 | Architect | 72757.260 | 2 | 2 | 4 | 0 | 11 | 1 | 5.65 | 2.0 | Good | 522.38 | 39.354018 | NM | 0.000000 | 65.242242 | High_spent_Large_value_payments | 756.368258 | Good | 269 |
29 | Mechanic | 81481.020 | 3 | 4 | 7 | 2 | 7 | 15 | 8.11 | 4.0 | Standard | 211.88 | 30.240024 | No | 69.379837 | 178.940046 | High_spent_Large_value_payments | 688.988618 | Standard | 300 |
45 | Lawyer | 19547.065 | 3 | 2 | 8 | 3 | 15 | 12 | 5.14 | 1.0 | Good | 824.36 | 25.296449 | NM | 46.362559 | 87.254636 | Low_spent_Small_value_payments | 305.075014 | Good | 384 |
36 | Developer | 10143.890 | 4 | 7 | 14 | 3 | 27 | 19 | 9.67 | 8.0 | Standard | 1083.92 | 35.774268 | Yes | 22.886533 | 0.000000 | High_spent_Small_value_payments | 285.673115 | Standard | 240 |
26 | Writer | 71703.220 | 7 | 5 | 7 | 0 | 17 | 18 | 8.76 | 9.0 | Standard | 641.99 | 36.193004 | Yes | 0.000000 | 371.995039 | Low_spent_Large_value_payments | 486.831794 | Standard | 206 |
26 | Musician | 27032.890 | 6 | 4 | 17 | 3 | 15 | 22 | 19.61 | 7.0 | Standard | 1181.93 | 24.406980 | Yes | 55.081037 | 46.365520 | High_spent_Large_value_payments | 337.127526 | Standard | 297 |
38 | Mechanic | 54236.860 | 3 | 6 | 7 | 0 | 29 | 11 | 6.82 | 4.0 | Standard | 1126.89 | 29.521662 | No | 0.000000 | 474.329280 | Low_spent_Small_value_payments | 258.444553 | Standard | 216 |
22 | Accountant | 10628.735 | 4 | 6 | 10 | 2 | 6 | 13 | 10.64 | 3.0 | Standard | 1185.56 | 33.304917 | Yes | 11.915153 | 45.718289 | Low_spent_Small_value_payments | 332.739350 | Standard | 266 |
51 | Media_Manager | 20199.460 | 3 | 3 | 6 | 4 | 11 | 3 | 8.56 | 1.0 | Good | 1357.95 | 39.726490 | No | 60.042792 | 82.287814 | Low_spent_Small_value_payments | 299.698228 | Standard | 233 |
35 | Doctor | 147048.800 | 0 | 1 | 10 | 1 | 8 | 7 | 3.14 | 4.0 | Good | 1205.32 | 46.724651 | No | 77.931488 | 80.277652 | High_spent_Large_value_payments | 1311.697527 | Good | 388 |
27 | Engineer | 63876.620 | 3 | 5 | 7 | 4 | 12 | 2 | 8.79 | 5.0 | Good | 1014.51 | 34.478857 | No | 145.036856 | 245.844626 | Low_spent_Small_value_payments | 434.923684 | Good | 317 |
16 | Doctor | 13139.385 | 8 | 6 | 10 | 3 | 9 | 16 | 13.94 | 7.0 | Standard | 1181.10 | 27.459312 | NM | 31.095873 | 58.512929 | Low_spent_Small_value_payments | 313.086073 | Standard | 287 |
49 | Manager | 107742.320 | 3 | 6 | 3 | 0 | 11 | 0 | 1.88 | 4.0 | Good | 1158.65 | 31.206714 | No | 0.000000 | 302.912955 | High_spent_Medium_value_payments | 823.239712 | Poor | 191 |
41 | Scientist | 42121.920 | 4 | 5 | 7 | 3 | 12 | 1 | 11.15 | 0.0 | Good | 165.17 | 30.795684 | No | 89.251932 | 149.940966 | High_spent_Small_value_payments | 370.823102 | Good | 0 |
31 | Lawyer | 71676.000 | 5 | 4 | 18 | 2 | 12 | 13 | 9.27 | 3.0 | Standard | 1150.59 | 32.768268 | NM | 73.455202 | 0.000000 | Low_spent_Small_value_payments | 89.133583 | Standard | 273 |
35 | Entrepreneur | 16511.455 | 8 | 5 | 15 | 4 | 19 | 13 | 1.46 | 4.0 | Standard | 84.74 | 32.212661 | No | 40.607569 | 25.781472 | High_spent_Medium_value_payments | 339.106416 | Standard | 256 |
49 | Developer | 17830.415 | 4 | 5 | 4 | 2 | 0 | 8 | 10.45 | 2.0 | Good | 1281.41 | 29.778232 | No | 17.613737 | 69.544220 | Low_spent_Small_value_payments | 325.828835 | Standard | 381 |
40 | Developer | 110758.680 | 3 | 5 | 18 | 0 | 21 | 15 | 10.48 | 7.0 | Standard | 480.73 | 25.560147 | Yes | 0.000000 | 724.077902 | Low_spent_Large_value_payments | 484.911098 | Good | 199 |
36 | Engineer | 45608.140 | 4 | 3 | 17 | 0 | 10 | 11 | 8.41 | 8.0 | Standard | 1195.85 | 40.041044 | Yes | 0.000000 | 76.820116 | High_spent_Small_value_payments | 574.447717 | Standard | 69 |
52 | Musician | 27131.460 | 6 | 7 | 10 | 4 | 9 | 21 | 2.47 | 0.0 | Standard | 105.34 | 35.726210 | No | 67.429464 | 145.122878 | High_spent_Small_value_payments | 272.643158 | Standard | 278 |
41 | Journalist | 28131.620 | 8 | 4 | 6 | 2 | 18 | 6 | 10.27 | 0.0 | Standard | 888.82 | 29.527473 | No | 35.006685 | 114.839688 | Low_spent_Small_value_payments | 391.183794 | Poor | 378 |
49 | Engineer | 9603.845 | 4 | 3 | 14 | 1 | 30 | 10 | 1.30 | 4.0 | Standard | 1451.72 | 34.112408 | Yes | 5.262291 | 27.152791 | Low_spent_Small_value_payments | 308.616960 | Standard | 395 |
38 | Engineer | 63824.070 | 4 | 6 | 18 | 1 | 14 | 8 | 10.38 | 4.0 | Standard | 190.26 | 37.362330 | Yes | 27.319451 | 177.178302 | High_spent_Medium_value_payments | 583.869497 | Standard | 238 |
25 | Engineer | 17682.710 | 6 | 4 | 14 | 2 | 28 | 13 | 9.66 | 4.0 | Standard | 1494.00 | 24.170904 | Yes | 23.598616 | 201.876079 | Low_spent_Small_value_payments | 224.481223 | Standard | 134 |
26 | Scientist | 16934.760 | 4 | 3 | 7 | 5 | 30 | 15 | 11.32 | 7.0 | Standard | 304.61 | 31.128955 | Yes | 52.813538 | 80.182286 | Low_spent_Small_value_payments | 275.127176 | Standard | 85 |
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