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ID | Описание | Дата |
---|---|---|
799c4e80-5ae6-4db9-befc-6b3e6bb3a3a5 | innovate extensible paradigms | 2016-12-12 |
ca333c92-45b4-45ab-bdd2-cd9ba89f6d79 | orchestrate cross-media networks | 2011-08-24 |
a30759c3-9f43-4410-a3db-10ffd2b4a812 | engage B2C ROI | 1992-07-27 |
a4af42c9-e989-4218-a330-7789a627ccf1 | cultivate bleeding-edge metrics | 1992-12-07 |
bfdd3d1b-16c6-4d48-96b8-a0ce4a275c6f | architect open-source channels | 1975-05-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Manager | 33335.240 | 1 | 6 | 8 | 1 | 1 | 7 | 4.07 | 4.0 | Good | 1226.23 | 38.576208 | No | 21.538548 | 22.448184 | High_spent_Large_value_payments | 502.006934 | Standard | 256 |
42 | Developer | 32414.260 | 7 | 5 | 20 | 2 | 9 | 0 | 0.00 | 5.0 | Standard | 695.61 | 23.718872 | Yes | 34.318058 | 40.562606 | High_spent_Medium_value_payments | 450.038169 | Standard | 159 |
36 | Scientist | 58537.380 | 7 | 5 | 19 | 4 | 19 | 12 | 11.11 | 5.0 | Standard | 259.63 | 35.963903 | No | 105.853306 | 86.432319 | High_spent_Large_value_payments | 516.525875 | Good | 276 |
35 | Engineer | 77470.140 | 1 | 1 | 6 | 2 | 0 | 1 | 8.05 | 3.0 | Good | 262.72 | 36.620415 | No | 65.556838 | 0.000000 | High_spent_Large_value_payments | 724.548904 | Good | 368 |
19 | Journalist | 40009.740 | 3 | 6 | 15 | 4 | 7 | 11 | 9.12 | 6.0 | Standard | 1372.21 | 39.795325 | Yes | 126.797924 | 67.415801 | High_spent_Medium_value_payments | 411.000776 | Standard | 258 |
39 | Manager | 10640.355 | 6 | 3 | 13 | 2 | 12 | 19 | 10.62 | 7.0 | Standard | 76.19 | 31.493826 | Yes | 17.315030 | 51.102115 | High_spent_Small_value_payments | 303.152480 | Standard | 287 |
50 | Scientist | 15305.230 | 8 | 5 | 3 | 4 | 7 | 19 | 10.57 | 0.0 | Good | 1400.42 | 31.107201 | No | 189.944873 | 142.006488 | Low_spent_Small_value_payments | 231.385473 | Standard | 376 |
54 | Scientist | 78401.250 | 3 | 3 | 17 | 3 | 24 | 12 | 1.97 | 0.0 | Standard | 444.02 | 30.212057 | No | 131.993804 | 65.066319 | High_spent_Large_value_payments | 690.483626 | Standard | 220 |
33 | Mechanic | 102447.390 | 5 | 4 | 4 | 0 | 7 | 9 | 8.54 | 5.0 | Good | 190.48 | 36.762689 | No | 0.000000 | 213.494032 | High_spent_Medium_value_payments | 871.234218 | Standard | 398 |
22 | Mechanic | 16135.120 | 5 | 4 | 12 | 2 | 23 | 9 | 0.80 | 4.0 | Standard | 1091.33 | 32.559257 | Yes | 14.212945 | 39.911042 | High_spent_Medium_value_payments | 358.235346 | Standard | 351 |
35 | Developer | 101718.630 | 3 | 3 | 12 | 0 | 12 | 8 | 7.35 | 1.0 | Good | 754.58 | 38.569778 | No | 0.000000 | 213.597716 | High_spent_Large_value_payments | 872.157534 | Standard | 315 |
45 | Lawyer | 36742.540 | 3 | 6 | 9 | 4 | 22 | 17 | 19.73 | 9.0 | Standard | 1149.65 | 27.531105 | Yes | 80.434892 | 166.282208 | Low_spent_Large_value_payments | 312.670733 | Standard | 71 |
21 | Manager | 42031.090 | 2 | 1 | 8 | 3 | 3 | 3 | 8.11 | 1.0 | Good | 83.55 | 40.832114 | No | 66.506180 | 311.751941 | Low_spent_Small_value_payments | 288.000962 | Good | 200 |
32 | Accountant | 30348.010 | 1 | 6 | 12 | 3 | 7 | 4 | 2.87 | 0.0 | Good | 645.25 | 35.720570 | No | 67.817424 | 93.278762 | High_spent_Small_value_payments | 356.103897 | Good | 236 |
32 | Mechanic | 43985.800 | 5 | 4 | 5 | 0 | 10 | 17 | 5.56 | 1.0 | Standard | 715.46 | 38.016943 | Yes | 0.000000 | 318.655103 | Low_spent_Medium_value_payments | 351.193230 | Standard | 298 |
47 | Musician | 30564.650 | 4 | 4 | 2 | 1 | 11 | 10 | 11.79 | 1.0 | Good | 504.93 | 24.971074 | No | 16.694081 | 0.000000 | High_spent_Large_value_payments | 453.891180 | Standard | 297 |
42 | Architect | 35758.390 | 3 | 3 | 15 | 3 | 26 | 18 | 8.82 | 6.0 | Standard | 785.19 | 34.673984 | Yes | 49.727924 | 106.470100 | High_spent_Medium_value_payments | 415.088560 | Standard | 0 |
34 | Architect | 60195.360 | 0 | 5 | 3 | 2 | 9 | 6 | 0.69 | 3.0 | Good | 376.47 | 37.818922 | No | 52.935456 | 510.488998 | Low_spent_Small_value_payments | 217.803546 | Standard | 358 |
22 | Developer | 14274.320 | 4 | 4 | 12 | 3 | 15 | 7 | 8.48 | 4.0 | Standard | 1243.37 | 29.491451 | Yes | 18.189580 | 109.024984 | Low_spent_Small_value_payments | 253.538103 | Standard | 140 |
40 | Manager | 42731.900 | 7 | 5 | 7 | 0 | 22 | 0 | 6.85 | 0.0 | Standard | 96.85 | 33.776482 | No | 0.000000 | 387.705836 | Low_spent_Small_value_payments | 248.293331 | Standard | 359 |
26 | Architect | 103136.760 | 0 | 6 | 12 | 0 | 3 | 10 | 6.32 | 1.0 | Good | 330.98 | 27.006290 | No | 0.000000 | 420.303608 | High_spent_Small_value_payments | 701.069392 | Standard | 308 |
28 | Media_Manager | 38269.830 | 3 | 1 | 9 | 1 | 2 | 11 | 7.60 | 3.0 | Good | 1144.21 | 32.051197 | No | 26.532256 | 0.000000 | High_spent_Medium_value_payments | 445.959543 | Good | 239 |
36 | Architect | 98198.070 | 1 | 3 | 10 | 3 | 27 | 3 | 1.23 | 2.0 | Good | 433.07 | 36.562313 | No | 150.143262 | 127.823099 | High_spent_Medium_value_payments | 779.950889 | Standard | 360 |
32 | Media_Manager | 171399.840 | 4 | 3 | 6 | 1 | 8 | 0 | 8.61 | 3.0 | Good | 1306.63 | 47.103409 | NM | 101.867147 | 391.554297 | High_spent_Medium_value_payments | 1166.410557 | Good | 186 |
23 | Lawyer | 54815.730 | 8 | 8 | 20 | 5 | 45 | 0 | 11.13 | 11.0 | Standard | 1441.79 | 32.770932 | Yes | 117.574256 | 280.184117 | Low_spent_Medium_value_payments | 368.939377 | Poor | 0 |
54 | Scientist | 22453.670 | 8 | 6 | 19 | 2 | 28 | 9 | 6.39 | 0.0 | Standard | 819.81 | 29.875641 | NM | 35.208027 | 0.000000 | High_spent_Small_value_payments | 308.698608 | Standard | 289 |
25 | Lawyer | 31174.800 | 6 | 3 | 14 | 1 | 14 | 9 | 10.85 | 7.0 | Standard | 1286.96 | 27.223833 | Yes | 19.651863 | 83.742577 | High_spent_Medium_value_payments | 434.995560 | Standard | 322 |
50 | Musician | 53543.380 | 5 | 7 | 15 | 4 | 29 | 0 | 11.18 | 3.0 | Standard | 112.36 | 35.935362 | No | 127.790700 | 153.411495 | High_spent_Medium_value_payments | 431.092638 | Standard | 227 |
37 | Teacher | 113040.280 | 1 | 5 | 10 | 1 | 15 | 8 | 9.84 | 2.0 | Good | 10.77 | 34.392081 | No | 70.992017 | 176.488202 | High_spent_Large_value_payments | 909.922115 | Good | 206 |
28 | Musician | 28754.130 | 4 | 5 | 11 | 3 | 11 | 17 | 12.84 | 3.0 | Standard | 1175.57 | 28.867506 | Yes | 66.959209 | 0.000000 | High_spent_Large_value_payments | 390.735661 | Standard | 215 |
39 | Writer | 62155.020 | 8 | 4 | 16 | 2 | 3 | 8 | 19.31 | 7.0 | Standard | 1162.48 | 34.767757 | Yes | 72.024286 | 465.595025 | Low_spent_Large_value_payments | 228.939189 | Standard | 132 |
35 | Mechanic | 96047.220 | 3 | 3 | 1 | 1 | 2 | 7 | 4.75 | 4.0 | Good | 1366.21 | 43.772992 | No | 49.656727 | 119.101261 | High_spent_Large_value_payments | 848.835513 | Good | 210 |
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