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ID | Описание | Дата |
---|---|---|
c908bd6d-aeed-4d1c-b5aa-9c43cb612fc5 | optimize value-added schemas | 2003-11-03 |
2fe542bb-ce7a-4517-bedd-23e01f9528d2 | synergize bricks-and-clicks solutions | 1970-05-03 |
00c03368-c529-476d-8f68-dae01460f801 | visualize global ROI | 1992-02-16 |
67f61b54-cfb0-49f3-8bd4-036024f582b5 | visualize intuitive architectures | 1997-04-29 |
5bdf92e5-27e0-45c4-9a83-94e8d3e7475e | e-enable seamless solutions | 2011-12-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Entrepreneur | 21075.360 | 3 | 1 | 5 | 2 | 13 | 2 | 2.53 | 6.0 | Good | 1498.02 | 34.869428 | NM | 19.347311 | 21.957060 | High_spent_Large_value_payments | 389.123629 | Good | 351 |
34 | Media_Manager | 15688.250 | 4 | 7 | 12 | 2 | 5 | 12 | 6.34 | 3.0 | Standard | 1029.41 | 36.750765 | Yes | 19.371722 | 84.627224 | High_spent_Small_value_payments | 300.736471 | Standard | 224 |
27 | Teacher | 70099.040 | 1 | 1 | 10 | 3 | 2 | 6 | 9.85 | 0.0 | Good | 498.61 | 41.133866 | No | 121.917915 | 400.176571 | High_spent_Small_value_payments | 346.764181 | Good | 285 |
33 | Developer | 14263.355 | 1 | 7 | 12 | 2 | 15 | 9 | 10.75 | 4.0 | Good | 542.50 | 22.342247 | No | 23.475310 | 72.119320 | Low_spent_Small_value_payments | 286.266661 | Standard | 224 |
36 | Teacher | 59961.820 | 5 | 1 | 7 | 3 | 14 | 1 | 7.07 | 6.0 | Good | 91.38 | 40.453299 | No | 93.842336 | 86.629051 | High_spent_Large_value_payments | 557.910446 | Standard | 356 |
25 | Media_Manager | 11189.065 | 6 | 3 | 15 | 3 | 24 | 11 | 17.09 | 7.0 | Standard | 761.18 | 37.017456 | Yes | 18.439801 | 29.159944 | High_spent_Small_value_payments | 328.342464 | Standard | 129 |
37 | Entrepreneur | 61449.660 | 7 | 8 | 25 | 6 | 46 | 19 | 10.25 | 8.0 | Bad | 1315.40 | 30.365412 | Yes | 159.546414 | 60.009869 | High_spent_Medium_value_payments | 563.824217 | Poor | 138 |
14 | Developer | 43270.470 | 3 | 4 | 19 | 2 | 9 | 18 | 15.01 | 5.0 | Standard | 1401.86 | 32.225059 | Yes | 71.750876 | 71.723902 | High_spent_Medium_value_payments | 494.812472 | Standard | 202 |
14 | Manager | 123242.360 | 5 | 3 | 9 | 2 | 21 | 20 | 11.73 | 6.0 | Standard | 37.69 | 33.957780 | Yes | 180.100791 | 168.688513 | High_spent_Large_value_payments | 942.630363 | Standard | 290 |
26 | Architect | 26976.430 | 7 | 7 | 7 | 4 | 26 | 10 | 15.26 | 3.0 | Standard | 426.03 | 33.137059 | Yes | 62.530300 | 65.218183 | High_spent_Large_value_payments | 364.755101 | Good | 303 |
52 | Journalist | 100100.220 | 5 | 4 | 7 | 0 | 14 | 9 | 3.94 | 1.0 | Good | 1472.32 | 34.947575 | NM | 0.000000 | 327.139498 | Low_spent_Medium_value_payments | 782.029002 | Standard | 291 |
16 | Scientist | 53611.710 | 6 | 5 | 8 | 3 | 1 | 15 | 20.82 | 8.0 | Standard | 1458.84 | 31.659692 | Yes | 87.357129 | 75.110731 | High_spent_Large_value_payments | 550.896390 | Standard | 93 |
19 | Lawyer | 61778.700 | 7 | 4 | 18 | 4 | 30 | 10 | 12.06 | 2.0 | Standard | 519.01 | 40.995005 | NM | 131.983825 | 167.806820 | Low_spent_Large_value_payments | 465.731855 | Standard | 189 |
49 | Accountant | 56609.580 | 8 | 3 | 10 | 2 | 26 | 11 | 10.59 | 0.0 | Standard | 548.32 | 40.263146 | Yes | 73.933475 | 143.481459 | High_spent_Small_value_payments | 515.231566 | Good | 231 |
51 | Developer | 30373.350 | 3 | 5 | 4 | 3 | 13 | 9 | 11.51 | 1.0 | Good | 791.40 | 31.863779 | No | 55.614250 | 247.527069 | Low_spent_Small_value_payments | 236.369931 | Standard | 381 |
46 | Writer | 31029.870 | 1 | 4 | 11 | 2 | 0 | 3 | 1.61 | 2.0 | Good | 1347.05 | 28.144187 | No | 34.949220 | 225.570990 | Low_spent_Medium_value_payments | 305.162040 | Good | 0 |
24 | Lawyer | 66610.280 | 4 | 5 | 9 | 2 | 17 | 12 | 18.71 | 7.0 | Standard | 1167.86 | 28.459589 | Yes | 84.914150 | 333.226990 | Low_spent_Large_value_payments | 391.444526 | Standard | 395 |
43 | Architect | 93529.050 | 5 | 4 | 17 | 2 | 20 | 9 | 8.33 | 5.0 | Standard | 757.74 | 33.159176 | Yes | 122.840718 | 294.753730 | High_spent_Medium_value_payments | 609.914302 | Standard | 231 |
41 | Media_Manager | 97351.800 | 3 | 5 | 11 | 1 | 11 | 9 | 3.72 | 2.0 | Standard | 1055.95 | 39.939893 | Yes | 44.964137 | 455.847181 | Low_spent_Small_value_payments | 580.453683 | Standard | 394 |
43 | Entrepreneur | 14667.260 | 6 | 4 | 19 | 1 | 17 | 19 | 5.02 | 5.0 | Standard | 80.61 | 34.994148 | NM | 11.669519 | 29.560877 | High_spent_Large_value_payments | 325.796770 | Good | 230 |
43 | Scientist | 81506.320 | 7 | 4 | 7 | 2 | 9 | 19 | 11.02 | 5.0 | Standard | 933.67 | 29.668025 | Yes | 92.506250 | 199.612233 | Low_spent_Medium_value_payments | 689.100851 | Poor | 119 |
26 | Mechanic | 82394.160 | 6 | 3 | 19 | 2 | 25 | 8 | 7.09 | 5.0 | Standard | 676.20 | 40.791044 | Yes | 85.567589 | 103.631202 | High_spent_Large_value_payments | 728.419209 | Standard | 138 |
38 | Lawyer | 91390.920 | 4 | 3 | 9 | 4 | 11 | 16 | 17.29 | 3.0 | Standard | 1436.54 | 29.421620 | Yes | 190.234316 | 82.612153 | High_spent_Large_value_payments | 738.244531 | Standard | 292 |
45 | Developer | 66571.100 | 2 | 1 | 2 | 3 | 1 | 12 | 5.62 | 0.0 | Good | 1354.15 | 24.295538 | No | 86.952032 | 201.674566 | High_spent_Small_value_payments | 522.532569 | Good | 189 |
54 | Media_Manager | 65869.240 | 1 | 7 | 10 | 3 | 1 | 6 | 5.20 | 2.0 | Good | 506.20 | 35.771179 | No | 154.162231 | 0.000000 | High_spent_Medium_value_payments | 575.385625 | Good | 216 |
46 | Doctor | 4560381.000 | 5 | 7 | 10 | 1 | 8 | 4 | 1.56 | 0.0 | Good | 739.01 | 36.700689 | No | 16.392358 | 0.000000 | Low_spent_Small_value_payments | 332.061115 | Standard | 296 |
35 | Developer | 43285.200 | 8 | 4 | 17 | 1 | 10 | 16 | 11.55 | 1.0 | Standard | 890.54 | 37.769019 | No | 19.939416 | 223.208325 | High_spent_Small_value_payments | 349.562259 | Standard | 206 |
20 | Writer | 71535.380 | 4 | 7 | 14 | 2 | 22 | 18 | 1.26 | 5.0 | Standard | 1349.87 | 32.519000 | Yes | 118.725674 | 218.422216 | High_spent_Medium_value_payments | 501.480277 | Standard | 284 |
34 | Writer | 23336.970 | 3 | 4 | 20 | 1 | 11 | 21 | 5.96 | 6.0 | Standard | 276.17 | 32.379558 | No | 17.019996 | 187.232569 | Low_spent_Small_value_payments | 260.222185 | Standard | 250 |
36 | Lawyer | 98087.760 | 4 | 4 | 8 | 4 | 7 | 10 | 11.90 | 8.0 | Standard | 55.46 | 31.269400 | Yes | 184.255999 | 105.694994 | High_spent_Large_value_payments | 739.147008 | Standard | 146 |
49 | Manager | 59412.780 | 4 | 7 | 14 | 1 | 23 | 9 | 11.73 | 3.0 | Standard | 936.76 | 28.718115 | NM | 37.556943 | 113.087111 | High_spent_Large_value_payments | 596.662447 | Standard | 323 |
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