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ID | Описание | Дата |
---|---|---|
06b9d401-1608-4b03-a708-80920d610030 | deploy open-source portals | 1978-11-28 |
7533dc68-c612-4a54-8548-5d7f5f6a7a48 | architect turn-key info-mediaries | 2007-06-18 |
17a33efa-eafb-4107-a150-242225a4637e | re-contextualize out-of-the-box web services | 2012-04-04 |
cbe51334-413e-4233-9c5f-ff18b203c450 | visualize extensible markets | 2006-06-15 |
a04b18f9-b110-4616-a4e5-109f2c7ee797 | synthesize compelling web-readiness | 1974-03-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Architect | 15015.400 | 5 | 5 | 9 | 1 | 25 | 11 | 5.04 | 1.0 | Good | 330.17 | 24.249010 | No | 11.685735 | 48.258653 | Low_spent_Small_value_payments | 351.383946 | Poor | 261 |
32 | Lawyer | 44390.760 | 4 | 6 | 12 | 6 | 17 | 15 | 15.01 | 6.0 | Standard | 24.73 | 27.035781 | Yes | 153.724319 | 228.637089 | Low_spent_Small_value_payments | 266.261592 | Standard | 208 |
36 | Lawyer | 130793.120 | 6 | 6 | 20 | 3 | 21 | 12 | 15.36 | 7.0 | Standard | 298.13 | 37.889924 | NM | 179.251209 | 0.000000 | Low_spent_Large_value_payments | 671.452962 | Standard | 201 |
17 | Architect | 18444.260 | 3 | 5 | 17 | 2 | 27 | 13 | 6.50 | 7.0 | Standard | 1353.57 | 35.311596 | Yes | 20.964739 | 86.452991 | Low_spent_Small_value_payments | 318.584437 | Standard | 236 |
56 | Media_Manager | 176015.160 | 2 | 6 | 12 | 0 | 8 | 6 | 9.15 | 3.0 | Good | 1471.36 | 22.476023 | No | 0.000000 | 1903.080048 | Low_spent_Small_value_payments | 0.000000 | Good | 349 |
34 | Lawyer | 45705.780 | 8 | 3 | 20 | 0 | 9 | 8 | 9.97 | 4.0 | Standard | 132.30 | 31.304932 | No | 0.000000 | 93.404983 | High_spent_Large_value_payments | 533.276517 | Standard | 365 |
44 | Musician | 76054.580 | 5 | 3 | 4 | 3 | 0 | 7 | 10.22 | 2.0 | Good | 1383.11 | 28.702578 | No | 171.601145 | 150.705321 | High_spent_Large_value_payments | 537.581701 | Good | 226 |
34 | Accountant | 17078.485 | 3 | 7 | 10 | 2 | 3 | 12 | 10.01 | 3.0 | Good | 1048.53 | 31.038415 | No | 22.181582 | 121.222729 | Low_spent_Small_value_payments | 272.216398 | Poor | 290 |
29 | Scientist | 21353.190 | 4 | 7 | 5 | 0 | 17 | 19 | 18.01 | 3.0 | Standard | 1198.13 | 33.860432 | Yes | 0.000000 | 24.676771 | High_spent_Large_value_payments | 400.966479 | Standard | 395 |
32 | Musician | 73517.540 | 6 | 7 | 7 | 2 | 11 | 16 | 6.02 | 3.0 | Standard | 1187.38 | 35.683083 | Yes | 61.463426 | 195.009147 | High_spent_Medium_value_payments | 634.773594 | Standard | 356 |
37 | Engineer | 16480.500 | 8 | 6 | 16 | 7 | 11 | 0 | 0.00 | 7.0 | Standard | 201.57 | 23.018745 | Yes | 85.124863 | 0.000000 | Low_spent_Small_value_payments | 216.693528 | Standard | 86 |
46 | Architect | 130232.250 | 5 | 3 | 7 | 1 | 6 | 5 | 0.05 | 3.0 | Good | 1077.66 | 28.348628 | No | 60.039727 | 610.072101 | High_spent_Small_value_payments | 664.956921 | Good | 226 |
38 | Accountant | 86529.480 | 7 | 5 | 19 | 2 | 5 | 12 | 7.22 | 1.0 | Standard | 1102.41 | 40.552103 | No | 86.597652 | 91.069907 | High_spent_Medium_value_payments | 818.711441 | Standard | 230 |
32 | Journalist | 53320.980 | 7 | 6 | 20 | 4 | 17 | 0 | 7.95 | 3.0 | Standard | 167.15 | 29.095935 | Yes | 93.093279 | 279.102835 | Low_spent_Medium_value_payments | 342.145387 | Standard | 0 |
36 | Scientist | 101565.680 | 4 | 7 | 12 | 4 | 12 | 16 | 7.39 | 3.0 | Standard | 825.71 | 34.377877 | No | 181.462543 | 207.355093 | High_spent_Large_value_payments | 694.763031 | Standard | 231 |
49 | Lawyer | 36535.570 | 5 | 3 | 9 | 3 | 15 | 1 | 8.67 | 0.0 | Good | 557.68 | 38.936534 | No | 78.369329 | 147.103377 | Low_spent_Medium_value_payments | 365.990377 | Standard | 241 |
33 | Mechanic | 90133.590 | 6 | 6 | 20 | 3 | 12 | 20 | 16.25 | 6.0 | Standard | 1464.72 | 40.983908 | Yes | 194.609776 | 0.000000 | High_spent_Medium_value_payments | 746.859902 | Standard | 146 |
38 | Engineer | 16449.270 | 8 | 6 | 20 | 2 | 19 | 15 | 21.86 | 4.0 | Standard | 1385.18 | 31.621165 | Yes | 16.598134 | 131.500827 | Low_spent_Small_value_payments | 250.878289 | Standard | 94 |
27 | Musician | 73509.020 | 5 | 5 | 20 | 0 | 17 | 19 | 6.69 | 8.0 | Standard | 1082.86 | 32.650597 | Yes | 0.000000 | 93.516824 | High_spent_Medium_value_payments | 744.658343 | Standard | 356 |
26 | Accountant | 100465.140 | 4 | 3 | 11 | 0 | 3 | 14 | 13.16 | 2.0 | Good | 990.20 | 40.708250 | No | 0.000000 | 155.122092 | High_spent_Large_value_payments | 912.787408 | Standard | 393 |
46 | Manager | 87876.270 | 4 | 5 | 15 | 0 | 7 | 14 | 12.60 | 5.0 | Standard | 502.29 | 41.683645 | Yes | 0.000000 | 283.672651 | Low_spent_Large_value_payments | 709.529599 | Poor | 272 |
19 | Doctor | 17055.610 | 7 | 3 | 20 | 2 | 23 | 19 | 11.44 | 8.0 | Standard | 1079.76 | 35.533441 | Yes | 28.402297 | 222.019648 | Low_spent_Small_value_payments | 204.608139 | Standard | 233 |
31 | Architect | 100791.570 | 2 | 5 | 11 | 1 | 5 | 6 | 11.33 | 0.0 | Good | 1336.44 | 40.216600 | NM | 53.083601 | 343.258730 | High_spent_Medium_value_payments | 697.287419 | Standard | 399 |
25 | Lawyer | 81287.660 | 0 | 3 | 11 | 4 | 9 | 4 | 6.52 | 1.0 | Good | 1342.05 | 32.372148 | No | 150.821026 | 0.000000 | High_spent_Medium_value_payments | 559.954186 | Good | 316 |
30 | Mechanic | 130393.960 | 4 | 6 | 9 | 1 | 11 | 15 | 7.39 | 1.0 | Standard | 719.76 | 32.652918 | NM | 72.345751 | 223.577120 | High_spent_Large_value_payments | 1005.893463 | Standard | 211 |
52 | Teacher | 12997.515 | 3 | 5 | 15 | 3 | 10 | 20 | 5.57 | 3.0 | Standard | 286.42 | 35.300176 | No | 18.921401 | 27.578494 | High_spent_Large_value_payments | 314.612731 | Standard | 323 |
18 | Writer | 24922.120 | 8 | 4 | 5 | 0 | 25 | 17 | 9.37 | 2.0 | Standard | 407.79 | 29.727348 | No | 0.000000 | 26.605447 | High_spent_Large_value_payments | 430.978887 | Standard | 334 |
44 | Architect | 20961.365 | 4 | 1 | 1 | 2 | 0 | 13 | 11.41 | 3.0 | Good | 103.28 | 31.239390 | No | 17.524629 | 135.211279 | Low_spent_Large_value_payments | 307.142134 | Good | 0 |
50 | Doctor | 23414.760 | 3 | 7 | 7 | 2 | 8 | 20 | 2.52 | 0.0 | Standard | 370.32 | 38.809787 | Yes | 28.831610 | 0.000000 | Low_spent_Large_value_payments | 280.996490 | Standard | 232 |
23 | Media_Manager | 58558.300 | 3 | 2 | 10 | 0 | 8 | 2 | 11.80 | 3.0 | Good | 272.17 | 31.489419 | No | 0.000000 | 57.389507 | High_spent_Large_value_payments | 692.496326 | Good | 202 |
28 | Manager | 44890.900 | 3 | 7 | 6 | 4 | 11 | 0 | 10.45 | 0.0 | Good | 1347.65 | 31.339285 | NM | 83.723787 | 239.063758 | High_spent_Small_value_payments | 308.803288 | Good | 228 |
34 | Developer | 35755.690 | 8 | 3 | 1 | 1 | 23 | 17 | 1.16 | 2.0 | Good | 198.29 | 38.002367 | No | 26.446878 | 74.584874 | High_spent_Medium_value_payments | 426.532331 | Good | 267 |
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