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ID | Описание | Дата |
---|---|---|
86e696fa-07bc-4466-8f74-61d99a616113 | productize holistic schemas | 2006-06-30 |
c7d071e2-6c53-408c-ac27-eadb72c40e19 | cultivate value-added e-markets | 1997-09-21 |
7e42d5e2-9dac-4d80-9763-7f63c5ddc785 | harness next-generation users | 2006-04-09 |
13fe8eab-8c66-4c5e-85de-7dbc95b6c487 | utilize leading-edge portals | 1973-11-04 |
d12d5024-5eca-4c64-b57b-0e3425296dc4 | streamline compelling models | 1974-07-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Architect | 26716.090 | 4 | 5 | 6 | 3 | 30 | 17 | 4.10 | 1.0 | Standard | 643.89 | 34.067368 | No | 55.139933 | 75.507265 | Low_spent_Medium_value_payments | 386.586885 | Standard | 188 |
44 | Musician | 21484.035 | 5 | 3 | 8 | 3 | 25 | 12 | 1.08 | 4.0 | Good | 939.20 | 38.889812 | No | 33.155267 | 68.439055 | High_spent_Medium_value_payments | 355.739304 | Poor | 0 |
48 | Engineer | 33835.160 | 5 | 3 | 13 | 3 | 18 | 19 | 3.88 | 1.0 | Standard | 1353.86 | 27.699641 | No | 68.072978 | 117.210354 | Low_spent_Small_value_payments | 385.476334 | Standard | 329 |
41 | Media_Manager | 18205.450 | 2 | 5 | 7 | 1 | 4 | 7 | 1.78 | 7.0 | Good | 1042.25 | 25.910289 | NM | 12.472030 | 83.647301 | Low_spent_Small_value_payments | 341.892752 | Good | 334 |
27 | Engineer | 20134.870 | 6 | 7 | 6 | 2 | 23 | 0 | 12.80 | 10.0 | Standard | 126.83 | 31.574429 | Yes | 26.036365 | 150.407203 | Low_spent_Medium_value_payments | 253.747016 | Standard | 377 |
48 | Media_Manager | 60725.280 | 3 | 3 | 19 | 1 | 15 | 10 | 11.74 | 4.0 | Standard | 977.18 | 29.086933 | Yes | 37.949095 | 135.104051 | Low_spent_Medium_value_payments | 598.990854 | Standard | 226 |
27 | Architect | 42796.520 | 4 | 4 | 9 | 0 | 6 | 17 | 13.85 | 10.0 | Standard | 631.12 | 31.211264 | NM | 0.000000 | 122.334227 | High_spent_Medium_value_payments | 473.803439 | Standard | 239 |
25 | Media_Manager | 45852.800 | 5 | 5 | 9 | 3 | 21 | 20 | 5.69 | 4.0 | Good | 1249.64 | 32.535851 | No | 104.589179 | 90.545564 | High_spent_Small_value_payments | 430.371924 | Standard | 400 |
29 | Media_Manager | 23557.500 | 7 | 4 | 6 | 4 | 19 | 18 | 8.78 | 0.0 | Standard | 7.51 | 30.527743 | No | 41.417036 | 102.914972 | High_spent_Small_value_payments | 295.380492 | Standard | 340 |
31 | Developer | 10616.070 | 5 | 6 | 14 | 5 | 5 | 19 | 17.36 | 5.0 | Standard | 765.97 | 27.504815 | Yes | 28.717752 | 28.321208 | Low_spent_Medium_value_payments | 312.928290 | Standard | 124 |
53 | Musician | 42372.360 | 4 | 7 | 6 | 3 | 6 | 9 | 7.01 | 3.0 | Good | 143.04 | 33.264629 | No | 77.146381 | 85.928721 | High_spent_Medium_value_payments | 431.727898 | Standard | 205 |
47 | Musician | 84378.960 | 5 | 3 | 8 | 2 | 7 | 5 | 10.95 | 1.0 | Good | 37.11 | 24.464480 | No | 122.679779 | 365.361974 | Low_spent_Large_value_payments | 496.216248 | Poor | 290 |
43 | Accountant | 22224.030 | 8 | 5 | 20 | 4 | 19 | 0 | 17.50 | 6.0 | Standard | 1418.03 | 32.206419 | Yes | 56.924747 | 129.225941 | Low_spent_Large_value_payments | 298.349562 | Standard | 85 |
38 | Architect | 30321.950 | 1 | 2 | 6 | 4 | 15 | 11 | 1.02 | 1.0 | Good | 305.09 | 31.556808 | No | 70.468490 | 18.575834 | High_spent_Large_value_payments | 376.138592 | Good | 205 |
48 | Architect | 58366.220 | 5 | 5 | 1 | 1 | 13 | 18 | 1.37 | 3.0 | Good | 383.30 | 30.632152 | No | 36.110277 | 302.173830 | Low_spent_Large_value_payments | 435.901060 | Good | 274 |
46 | Accountant | 23550326.000 | 1 | 6 | 6 | 0 | 24 | 9 | 9.33 | 1.0 | Good | 1204.17 | 39.642621 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 441.924215 | Poor | 239 |
18 | Accountant | 61281.600 | 7 | 7 | 11 | 4 | 18 | 10 | 10.13 | 7.0 | Standard | 1350.40 | 31.170593 | Yes | 197.610910 | 62.800967 | High_spent_Medium_value_payments | 510.468123 | Standard | 97 |
44 | Doctor | 29378.060 | 7 | 6 | 17 | 4 | 23 | 8 | 8.81 | 6.0 | Standard | 1078.84 | 36.209726 | Yes | 93.017293 | 85.175410 | High_spent_Small_value_payments | 313.024463 | Standard | 214 |
55 | Writer | 39206.980 | 1 | 5 | 3 | 3 | 4 | 12 | 4.15 | 2.0 | Good | 780.54 | 35.831791 | No | 55.829684 | 126.770664 | Low_spent_Small_value_payments | 404.324486 | Good | 217 |
18 | Engineer | 28681.950 | 4 | 6 | 6 | 2 | 22 | 0 | 15.05 | 4.0 | Standard | 1379.62 | 33.246440 | Yes | 45.014285 | 172.236833 | Low_spent_Small_value_payments | 303.565131 | Standard | 194 |
34 | Engineer | 29902.220 | 6 | 3 | 12 | 3 | 9 | 9 | 9.57 | 0.0 | Standard | 533.71 | 31.277406 | Yes | 66.210327 | 115.025050 | Low_spent_Medium_value_payments | 321.849789 | Standard | 240 |
43 | Architect | 22502.240 | 6 | 7 | 12 | 5 | 7 | 0 | 14.97 | 7.0 | Standard | 1202.86 | 23.521246 | Yes | 56.207285 | 260.734077 | Low_spent_Small_value_payments | 185.077305 | Good | 165 |
39 | Teacher | 31122.320 | 0 | 3 | 6 | 3 | 4 | 7 | 8.72 | 0.0 | Good | 701.97 | 39.769952 | NM | 56.105487 | 73.416214 | High_spent_Small_value_payments | 360.430966 | Good | 378 |
35 | Architect | 11840.105 | 7 | 4 | 20 | 2 | 7 | 16 | 19.25 | 2.0 | Standard | 1259.92 | 38.727799 | Yes | 10.135246 | 38.969567 | Low_spent_Medium_value_payments | 307.262729 | Standard | 257 |
36 | Manager | 132643.710 | 0 | 5 | 12 | 1 | 7 | 8 | 10.79 | 7.0 | Good | 1439.70 | 34.044873 | No | 58.627842 | 80.978581 | High_spent_Large_value_payments | 1203.257827 | Standard | 248 |
37 | Accountant | 96027.160 | 7 | 3 | 15 | 0 | 20 | 18 | 3.42 | 3.0 | Standard | 726.75 | 40.909785 | Yes | 0.000000 | 155.680337 | High_spent_Large_value_payments | 856.645996 | Standard | 205 |
31 | Entrepreneur | 40069.450 | 3 | 5 | 3 | 2 | 0 | 10 | 5.42 | 4.0 | Good | 25.16 | 29.325826 | No | 63.064806 | 118.653794 | High_spent_Medium_value_payments | 429.893483 | Good | 0 |
40 | Engineer | 11330.965 | 3 | 7 | 7 | 1 | 16 | 20 | 8.01 | 4.0 | Standard | 1154.16 | 32.897378 | No | 5.994046 | 142.482596 | Low_spent_Small_value_payments | 253.048066 | Standard | 337 |
26 | Journalist | 51796.840 | 6 | 7 | 18 | 0 | 8 | 0 | 7.54 | 2.0 | Standard | 387.90 | 27.214729 | NM | 0.000000 | 144.886811 | Low_spent_Large_value_payments | 561.653522 | Standard | 384 |
52 | Journalist | 41942.100 | 0 | 3 | 1 | 1 | 9 | 12 | 10.26 | 1.0 | Good | 1303.34 | 33.930815 | No | 19.649050 | 36.672347 | High_spent_Medium_value_payments | 529.196102 | Poor | 396 |
46 | Lawyer | 30302.970 | 3 | 5 | 9 | 0 | 9 | 13 | 11.41 | 0.0 | Standard | 333.31 | 36.887516 | Yes | 0.000000 | 128.426546 | Low_spent_Small_value_payments | 423.698204 | Standard | 317 |
34 | Scientist | 34671.150 | 4 | 3 | 16 | 2 | 28 | 17 | 11.27 | 4.0 | Standard | 1071.97 | 31.275280 | Yes | 52.337589 | 267.301808 | Low_spent_Medium_value_payments | 224.086852 | Standard | 258 |
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