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ID | Описание | Дата |
---|---|---|
ffd390cd-9f60-49a3-9a78-8588a061e79e | expedite impactful info-mediaries | 1992-11-27 |
bc1345a0-dd82-43fa-bc00-8241ce215342 | syndicate best-of-breed web services | 1990-01-03 |
9c19a7a3-cd15-4521-b881-f8b03f9ddeb8 | matrix world-class partnerships | 2001-06-16 |
6bd4572a-713e-427c-9f52-83316372e9e2 | generate frictionless infrastructures | 1997-11-25 |
e2a2575b-9f59-44ed-9e21-b3b223ae3b72 | integrate B2C applications | 1970-06-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Entrepreneur | 36822.290 | 8 | 7 | 6 | 4 | 15 | 19 | 5.79 | 5.0 | Standard | 125.25 | 39.056586 | No | 95.800713 | 251.983411 | Low_spent_Medium_value_payments | 245.468292 | Good | 303 |
24 | Writer | 16198.305 | 4 | 7 | 4 | 2 | 12 | 5 | 0.00 | 0.0 | Good | 1439.09 | 25.550067 | No | 14.350146 | 96.202284 | Low_spent_Small_value_payments | 288.433445 | Standard | 374 |
28 | Engineer | 17450.000 | 8 | 3 | 8 | 3 | 11 | 8 | 13.57 | 6.0 | Standard | 1491.56 | 23.620733 | NM | 38.578930 | 65.875121 | Low_spent_Large_value_payments | 323.762616 | Poor | 199 |
46 | Developer | 43742.010 | 2 | 6 | 12 | 0 | 11 | 8 | 8.69 | 2.0 | Good | 59.06 | 29.546976 | No | 0.000000 | 180.136316 | Low_spent_Medium_value_payments | 479.080434 | Standard | 216 |
24 | Writer | 24131.570 | 7 | 7 | 13 | 2 | 15 | 11 | 1.51 | 0.0 | Standard | 1246.66 | 37.018839 | No | 38.599644 | 114.648006 | Low_spent_Small_value_payments | 351.248766 | Standard | 206 |
30 | Architect | 14012.055 | 4 | 6 | 14 | 3 | 30 | 0 | 0.80 | 3.0 | Standard | 702.16 | 31.481784 | No | 29.837981 | 0.000000 | Low_spent_Small_value_payments | 274.086759 | Standard | 0 |
30 | Engineer | 58337.790 | 8 | 6 | 19 | 2 | 7 | 3179 | 13.36 | 8.0 | Standard | 1322.98 | 36.285150 | Yes | 86.265914 | 128.029391 | High_spent_Medium_value_payments | 505.452944 | Poor | 211 |
39 | Musician | 34114.430 | 4 | 3 | 5 | 4 | 6 | 11 | 3.32 | 4.0 | Good | 870.99 | 37.285771 | No | 80.102170 | 93.869228 | High_spent_Small_value_payments | 371.915519 | Good | 234 |
42 | Doctor | 17063.595 | 7 | 7 | 16 | 0 | 11 | 14 | 18.53 | 2.0 | Standard | 486.79 | 39.354660 | NM | 0.000000 | 91.125037 | High_spent_Small_value_payments | 326.071588 | Good | 0 |
25 | Teacher | 29633.990 | 7 | 4 | 15 | 2 | 23 | 19 | 14.95 | 7.0 | Standard | 113.42 | 31.851042 | Yes | 32.226013 | 68.177321 | High_spent_Medium_value_payments | 386.646582 | Standard | 71 |
30 | Writer | 70205.020 | 0 | 4 | 2 | 0 | 9 | 5 | 0.37 | 5.0 | Good | 145.04 | 29.024511 | No | 0.000000 | 753.345882 | Low_spent_Small_value_payments | 101.695951 | Good | 394 |
25 | Engineer | 43531.450 | 0 | 3 | 9 | 2 | 7 | 10 | 0.94 | 0.0 | Good | 376.17 | 30.009798 | No | 53.721273 | 74.947316 | High_spent_Medium_value_payments | 489.193495 | Good | 227 |
40 | Mechanic | 72814.860 | 2 | 5 | 4 | 0 | 16 | 2 | 2.43 | 4.0 | Good | 557.78 | 35.526371 | No | 0.000000 | 138.572319 | High_spent_Medium_value_payments | 715.018181 | Good | 314 |
19 | Lawyer | 20985.480 | 7 | 3 | 9 | 4 | 6 | 9 | 3.37 | 7.0 | Standard | 714.54 | 30.004103 | Yes | 38.216485 | 156.387845 | Low_spent_Medium_value_payments | 242.874670 | Standard | 0 |
29 | Engineer | 129800.320 | 8 | 6 | 20 | 1 | 9 | 8 | 8.00 | 1.0 | Standard | 358.85 | 33.751444 | No | 105.717316 | 220.348268 | High_spent_Large_value_payments | 1024.403749 | Standard | 292 |
45 | Developer | 8071.240 | 7 | 5 | 21 | 9 | 53 | 24 | 7.86 | 12.0 | Bad | 1311.23 | 24.492550 | Yes | 45.681562 | 46.901670 | Low_spent_Medium_value_payments | 236.777102 | Poor | 157 |
30 | Accountant | 21663.610 | 4 | 5 | 8 | 2 | 12 | 10 | 9.64 | 5.0 | Good | 549.88 | 32.546688 | NM | 32.716161 | 33.877253 | High_spent_Medium_value_payments | 349.036669 | Standard | 392 |
35 | Developer | 18419.570 | 4 | 4 | 10 | 1 | 14 | 7 | 9.08 | 1.0 | Good | 699.06 | 30.791058 | No | 9.803353 | 54.950740 | Low_spent_Small_value_payments | 349.642323 | Good | 299 |
37 | Writer | 68103.810 | 8 | 7 | 2 | 0 | 24 | 8 | 5.41 | 3.0 | Good | 71.41 | 26.994249 | No | 0.000000 | 172.246697 | High_spent_Medium_value_payments | 671.785053 | Good | 401 |
49 | Architect | 144342.800 | 7 | 5 | 11 | 0 | 9 | 14 | 9.52 | 1.0 | Standard | 334.24 | 45.584026 | Yes | 0.000000 | 291.200084 | High_spent_Large_value_payments | 1152.856583 | Standard | 182 |
36 | Musician | 72307.320 | 8 | 4 | 9 | 3 | 18 | 16 | 15.34 | 6.0 | Standard | 1180.91 | 39.666112 | NM | 152.965531 | 61.441172 | High_spent_Medium_value_payments | 611.054297 | Standard | 205 |
32 | Lawyer | 106949.490 | 3 | 5 | 1 | 0 | 22 | 9 | 10.04 | 0.0 | Good | 869.45 | 26.648261 | No | 0.000000 | 221.857392 | High_spent_Large_value_payments | 916.988358 | Good | 201 |
28 | Journalist | 115614.270 | 3 | 4 | 5 | 0 | 8 | 4 | 11.46 | 2.0 | Good | 1426.43 | 27.851965 | No | 0.000000 | 164.591868 | High_spent_Large_value_payments | 1019.760382 | Good | 280 |
54 | Scientist | 22205.610 | 6 | 5 | 11 | 3 | 7 | 8 | 4.10 | 3.0 | Standard | 207.04 | 28.485530 | No | 46.079099 | 85.394938 | High_spent_Medium_value_payments | 322.272713 | Standard | 313 |
36 | Writer | 32152.970 | 4 | 3 | 6 | 2 | 11 | 15 | 13.06 | 6.0 | Standard | 612.91 | 26.682754 | Yes | 33.408304 | 336.703333 | Low_spent_Small_value_payments | 180.129779 | Standard | 0 |
28 | Lawyer | 40633.860 | 5 | 7 | 13 | 1 | 13 | 7 | 7.68 | 4.0 | Standard | 628.11 | 24.159637 | No | 19.132696 | 126.609033 | High_spent_Small_value_payments | 471.473771 | Standard | 279 |
46 | Media_Manager | 33929.890 | 3 | 5 | 17 | 4 | 22 | 0 | 10.40 | 4.0 | Standard | 1219.04 | 28.095063 | NM | 89.779633 | 54.028677 | High_spent_Medium_value_payments | 371.140773 | Standard | 296 |
25 | Media_Manager | 126464.010 | 5 | 5 | 6 | 2 | 15 | 7 | 7.10 | 0.0 | Good | 688.10 | 31.578505 | No | 170.300385 | 426.443725 | High_spent_Medium_value_payments | 695.322640 | Standard | 285 |
42 | Mechanic | 132427.860 | 1 | 5 | 5 | 2 | 6 | 1 | 4.85 | 2.0 | Good | 1331.57 | 30.287768 | No | 164.610510 | 410.542907 | High_spent_Medium_value_payments | 762.612083 | Standard | 375 |
18 | Developer | 52210.260 | 3 | 6 | 10 | 1 | 2 | 13 | 8.11 | 4.0 | Standard | 1276.23 | 30.844951 | No | 24.296593 | 173.221540 | Low_spent_Medium_value_payments | 529.067367 | Standard | 0 |
41 | Lawyer | 16837.430 | 3 | 4 | 13 | 2 | 22 | 20 | 11.59 | 2.0 | Standard | 1347.95 | 30.668233 | No | 17.070190 | 34.912992 | High_spent_Large_value_payments | 356.228735 | Standard | 321 |
34 | Entrepreneur | 27171.260 | 3 | 5 | 4 | 0 | 11 | 13 | 7.18 | 2.0 | Standard | 896.47 | 33.799705 | No | 0.000000 | 178.998639 | Low_spent_Small_value_payments | 356.328527 | Standard | 191 |
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