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ID | Описание | Дата |
---|---|---|
4ff84770-f8f5-4a39-8c95-db7c384af99b | architect global users | 2010-01-14 |
4b85c0f8-fd7a-46bd-b3d1-70ee44bf8153 | deploy proactive synergies | 1983-12-17 |
3bbbd394-e240-403c-828c-745f84ec907e | engage user-centric deliverables | 1970-11-10 |
27467019-8ad9-45c1-ba0a-44831406e7c7 | synthesize rich communities | 1980-02-19 |
02a78bc4-0c5b-485b-bc4b-36adf7263644 | re-contextualize dynamic metrics | 1972-02-05 |
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 | Mechanic | 34766.060 | 0 | 1 | 11 | 3 | 4 | 4 | 5.71 | 0.0 | Good | 1374.23 | 32.744114 | NM | 78.093107 | 72.899495 | High_spent_Small_value_payments | 422.324565 | Good | 195 |
44 | Architect | 9197.370 | 8 | 6 | 15 | 2 | 7 | 5 | 13.31 | 11.0 | Standard | 1306.09 | 30.974214 | Yes | 14.150125 | 20.891300 | Low_spent_Large_value_payments | 314.103325 | Poor | 232 |
45 | Mechanic | 63093.320 | 4 | 3 | 7 | 3 | 16 | 15 | 9.71 | 6.0 | Standard | 1441.44 | 27.480024 | Yes | 120.850440 | 116.553547 | High_spent_Medium_value_payments | 533.873679 | Standard | 99 |
23 | Doctor | 14790.965 | 5 | 7 | 17 | 1 | 6 | 16 | 10.64 | 6.0 | Standard | 1382.27 | 33.919638 | Yes | 10.899071 | 51.082160 | Low_spent_Small_value_payments | 364.976811 | Standard | 67 |
34 | Manager | 22438.270 | 7 | 7 | 9 | 4 | 17 | 13 | 11.24 | 3.0 | Standard | 167.57 | 33.594875 | No | 58.436308 | 46.038344 | High_spent_Medium_value_payments | 331.210931 | Standard | 349 |
35 | Architect | 27752.640 | 3 | 4 | 12 | 1 | 33 | 13 | 8.27 | 6.0 | Standard | 915.19 | 29.467371 | Yes | 16.180335 | 31.997686 | High_spent_Medium_value_payments | 412.393978 | Standard | 153 |
31 | Architect | 29020.270 | 2 | 4 | 7 | 1 | 0 | 6 | 8.29 | 0.0 | Good | 536.36 | 30.537704 | No | 12.127443 | 88.403286 | Low_spent_Small_value_payments | 435.104854 | Poor | 381 |
26 | Teacher | 34902.430 | 7 | 3 | 6 | 3 | 26 | 9 | 14.74 | 6.0 | Standard | 241.38 | 40.989995 | Yes | 44.143644 | 73.634646 | High_spent_Large_value_payments | 435.075293 | Standard | 257 |
18 | Manager | 41417.040 | 7 | 5 | 18 | 4 | 18 | 18 | 7.13 | 6.0 | Standard | 1486.49 | 34.572951 | Yes | 122.503884 | 229.552390 | High_spent_Small_value_payments | 251.885726 | Standard | 177 |
45 | Developer | 26918.380 | 6 | 5 | 10 | 2 | 14 | 13 | 5.48 | 6.0 | Standard | 1054.90 | 34.125699 | Yes | 43.926610 | 80.318226 | High_spent_Medium_value_payments | 369.974998 | Standard | 308 |
24 | Engineer | 28823.030 | 7 | 6 | 1 | 2 | 9 | 0 | 8.22 | 4.0 | Standard | 51.26 | 27.103572 | No | 39.348372 | 51.139279 | High_spent_Large_value_payments | 378.904265 | Standard | 394 |
23 | Journalist | 8983.565 | 6 | 4 | 6 | 2 | 7 | 16 | 11.25 | 7.0 | Standard | 1270.65 | 30.145475 | Yes | 9.885125 | 28.937226 | Low_spent_Medium_value_payments | 305.740690 | Standard | 178 |
44 | Doctor | 33030.030 | 3 | 5 | 4 | 1 | 5 | 10 | 14.59 | 3.0 | Good | 1289.96 | 40.113107 | No | 22.901579 | 134.224460 | High_spent_Small_value_payments | 363.324212 | Good | 197 |
25 | Teacher | 31380.640 | 2 | 1 | 4 | 3 | 7 | 1 | 3.18 | 3.0 | Good | 1027.38 | 25.229566 | No | 74.052787 | 41.920516 | High_spent_Medium_value_payments | 369.632030 | Standard | 300 |
16 | Journalist | 31136.800 | 4 | 7 | 18 | 4 | 7 | 17 | 13.73 | 10.0 | Standard | 930.08 | 28.962324 | NM | 88.999866 | 126.723996 | High_spent_Small_value_payments | 305.549471 | Standard | 0 |
36 | Engineer | 19773.560 | 4 | 3 | 19 | 1 | 17 | 19 | 7.31 | 4.0 | Standard | 1019.48 | 38.324684 | Yes | 10.358307 | 171.696574 | Low_spent_Small_value_payments | 301.924786 | Standard | 0 |
38 | Manager | 27964.680 | 8 | 3 | 6 | 4 | 18 | 14 | 2.84 | 1.0 | Standard | 1213.10 | 33.450740 | No | 52.449531 | 24.611692 | High_spent_Large_value_payments | 385.377778 | Standard | 246 |
51 | Entrepreneur | 64871.140 | 5 | 5 | 5 | 2 | 14 | 0 | 13.68 | 0.0 | Good | 34.30 | 40.205554 | No | 73.226353 | 122.098457 | High_spent_Large_value_payments | 578.068023 | Good | 283 |
44 | Mechanic | 53860.980 | 4 | 7 | 15 | 0 | 17 | 6 | 10.82 | 6.0 | Standard | 1356.10 | 33.068140 | Yes | 0.000000 | 480.461344 | Low_spent_Small_value_payments | 235.580156 | Standard | 190 |
24 | Journalist | 17692.260 | 5 | 6 | 21 | 6 | 16 | 16 | 19.29 | 12.0 | Standard | 1467.79 | 37.865681 | Yes | 73.938178 | 0.000000 | High_spent_Small_value_payments | 251.541825 | Poor | 181 |
38 | Mechanic | 60530.700 | 3 | 6 | 9 | 1 | 25 | 22 | 8.35 | 7.0 | Standard | 361.83 | 39.427326 | NM | 40.763173 | 96.251159 | High_spent_Medium_value_payments | 609.208168 | Standard | 350 |
44 | Doctor | 57953.820 | 7 | 6 | 17 | 0 | 17 | 9 | 9.38 | 4.0 | Standard | 221.62 | 30.325515 | NM | 0.000000 | 181.744668 | High_spent_Small_value_payments | 538.903832 | Standard | 215 |
45 | Writer | 36080.590 | 5 | 3 | 20 | 4 | 5 | 18 | 8.95 | 4.0 | Standard | 1445.97 | 30.712016 | Yes | 103.040109 | 116.483858 | High_spent_Small_value_payments | 326.347616 | Standard | 254 |
52 | Doctor | 107438.880 | 6 | 4 | 6 | 2 | 28 | 16 | 7.01 | 4.0 | Standard | 1342.37 | 37.791808 | No | 169.864122 | 156.364535 | High_spent_Large_value_payments | 837.095343 | Standard | 0 |
54 | Writer | 32495.660 | 3 | 7 | 18 | 1 | 10 | 18 | 10.39 | 1.0 | Standard | 1099.57 | 23.999796 | Yes | 23.965704 | 174.774050 | Low_spent_Small_value_payments | 350.757413 | Standard | 208 |
44 | Journalist | 92807.490 | 1 | 6 | 9 | 2 | 15 | 10 | 6.78 | 0.0 | Good | 1393.25 | 30.653155 | No | 141.366606 | 76.370526 | High_spent_Large_value_payments | 808.558617 | Standard | 211 |
44 | Lawyer | 82668.780 | 3 | 6 | 20 | 1 | 21 | 9 | 16.27 | 0.0 | Standard | 540.04 | 40.574516 | NM | 55.699665 | 423.876598 | Low_spent_Medium_value_payments | 493.430237 | Standard | 291 |
37 | Architect | 17919.005 | 1 | 5 | 8 | 0 | 5 | 4 | 10.44 | 2.0 | Good | 69.03 | 36.807486 | No | 0.000000 | 131.790052 | Low_spent_Medium_value_payments | 294.634990 | Standard | 231 |
37 | Accountant | 40276.270 | 5 | 4 | 12 | 3 | 28 | 8 | 9.02 | 9.0 | Good | 786.37 | 29.418462 | No | 54.116357 | 117.928650 | High_spent_Medium_value_payments | 416.090576 | Poor | 262 |
47 | Journalist | 30424.170 | 5 | 7 | 14 | 4 | 14 | 13 | 3.46 | 6.0 | Standard | 519.00 | 27.247317 | No | 65.035518 | 154.870091 | High_spent_Small_value_payments | 323.629140 | Standard | 195 |
49 | Doctor | 34239.070 | 3 | 4 | 10 | 0 | 11 | 0 | 7.83 | 1.0 | Good | 504.44 | 32.394786 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 289.750631 | Good | 253 |
49 | Media_Manager | 65937.120 | 5 | 5 | 12 | 2 | 24 | 14 | 8.46 | 2.0 | Good | 1256.89 | 38.129602 | No | 87.375649 | 420.518381 | Low_spent_Small_value_payments | 328.681970 | Good | 387 |
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