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ID | Описание | Дата |
---|---|---|
cc8fc94a-33a4-443e-8ecc-d7c87c928604 | aggregate web-enabled interfaces | 1983-12-19 |
999bbdbd-1e1f-492d-aef9-a9511c29ae4f | reinvent bleeding-edge synergies | 2025-01-12 |
75c494ff-3b0e-49ae-9697-f8aed2b04f35 | benchmark collaborative web services | 2025-05-31 |
45cb1326-2355-4bf3-a4d5-d74445d9f78d | matrix magnetic info-mediaries | 1977-08-26 |
e9e51fb5-b8fd-4485-a355-354b09d69482 | utilize impactful infrastructures | 2017-03-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Accountant | 49889.380 | 6 | 7 | 8 | 0 | 6 | 17 | 5.12 | 7.0 | Good | 1450.37 | 35.226338 | No | 0.000000 | 55.684817 | High_spent_Medium_value_payments | 630.260016 | Good | 0 |
49 | Architect | 28446.580 | 3 | 5 | 5 | 4 | 2 | 6 | 1.12 | 1.0 | Good | 640.40 | 35.472530 | No | 66.064027 | 161.267920 | High_spent_Small_value_payments | 292.422886 | Good | 321 |
22 | Scientist | 27347.900 | 8 | 3 | 7 | 1 | 12 | 9 | 18.54 | 6.0 | Standard | 1274.89 | 35.880514 | Yes | 13.306163 | 74.296455 | High_spent_Small_value_payments | 422.396549 | Standard | 148 |
31 | Media_Manager | 30979.280 | 5 | 3 | 22 | 7 | 17 | 16 | 9.75 | 5.0 | Standard | 1317.34 | 27.585030 | Yes | 177.373033 | 94.861873 | High_spent_Medium_value_payments | 214.525761 | Poor | 171 |
36 | Accountant | 89722.400 | 2 | 5 | 5 | 2 | 0 | 7 | 2.47 | 7.0 | Good | 1071.85 | 32.826709 | No | 101.942338 | 785.788661 | Low_spent_Medium_value_payments | 156.955667 | Good | 199 |
22 | Architect | 28230.080 | 8 | 5 | 19 | 2 | 14 | 15 | 16.49 | 1.0 | Standard | 1437.62 | 32.773263 | Yes | 36.864683 | 98.753784 | High_spent_Medium_value_payments | 364.532199 | Standard | 398 |
29 | Writer | 27403.020 | 5 | 6 | 5 | 4 | 20 | 6 | 1.25 | 2.0 | Standard | 1060.13 | 25.702341 | Yes | 75.224359 | 120.922328 | High_spent_Small_value_payments | 269.311813 | Standard | 0 |
45 | Accountant | 7689.715 | 6 | 5 | 30 | 8 | 20 | 22 | 8.83 | 10.0 | Bad | 1361.17 | 32.423456 | Yes | 39.729651 | 0.000000 | High_spent_Medium_value_payments | 255.955483 | Poor | 216 |
44 | Scientist | 66522.060 | 8 | 4 | 7 | 3 | 26 | 13 | 15.95 | 5.0 | Standard | 561.13 | 31.954232 | Yes | 117.088005 | 237.190003 | High_spent_Small_value_payments | 446.672492 | Standard | 186 |
55 | Developer | 92127.240 | 5 | 7 | 6 | 3 | 25 | 20 | 2.25 | 1.0 | Good | 487.54 | 38.876878 | No | 175.915944 | 291.500945 | High_spent_Medium_value_payments | 567.510111 | Standard | 251 |
15 | Architect | 69860.180 | 4 | 5 | 11 | 3 | 12 | 11 | 9.85 | 8.0 | Standard | 859.03 | 32.236402 | Yes | 92.558978 | 553.739031 | Low_spent_Medium_value_payments | 195.770158 | Standard | 139 |
23 | Entrepreneur | 129233.520 | 6 | 4 | 8 | 1 | 15 | 6 | 10.92 | 0.0 | Standard | 1051.42 | 26.333566 | No | 75.602221 | 698.372278 | Low_spent_Medium_value_payments | 607.171502 | Standard | 316 |
52 | Entrepreneur | 36137.590 | 3 | 4 | 2 | 4 | 6 | 0 | 7.21 | 2.0 | Good | 1261.71 | 29.187554 | No | 73.140842 | 109.297229 | High_spent_Medium_value_payments | 355.208512 | Standard | 333 |
49 | Engineer | 19462.925 | 1 | 1 | 8 | 4 | 11 | 10 | 5.51 | 3.0 | Good | 160.30 | 38.071441 | No | 45.064231 | 0.000000 | Low_spent_Small_value_payments | 305.033762 | Good | 387 |
53 | Accountant | 16476.040 | 1 | 3 | 11 | 0 | 9 | 6 | 8.94 | 1.0 | Good | 303.07 | 29.917427 | No | 0.000000 | 56.343131 | Low_spent_Medium_value_payments | 334.257203 | Standard | 195 |
18 | Teacher | 29258.690 | 7 | 7 | 12 | 7 | 29 | 9 | 15.37 | 9.0 | Standard | 1285.35 | 33.906135 | Yes | 164.081471 | 109.562218 | High_spent_Small_value_payments | 260.078728 | Poor | 154 |
20 | Scientist | 73140.380 | 3 | 5 | 15 | 1 | 14 | 12 | 14.56 | 5.0 | Standard | 1056.32 | 29.058591 | Yes | 44.981592 | 0.000000 | High_spent_Small_value_payments | 463.411116 | Standard | 310 |
30 | Manager | 21131.710 | 8 | 5 | 17 | 1 | 9 | 13 | 15.55 | 4.0 | Standard | 34.15 | 32.118155 | NM | 10.587151 | 25.022322 | High_spent_Medium_value_payments | 402.688111 | Standard | 161 |
20 | Developer | 79846.480 | 5 | 3 | 1 | 2 | 16 | 4 | 0.00 | 0.0 | Good | 1187.67 | 39.050194 | NM | 132.508852 | 0.000000 | High_spent_Large_value_payments | 689.349540 | Poor | 247 |
45 | Musician | 150256.720 | 1 | 6 | 1 | 0 | 14 | 4 | 2.69 | 2.0 | Good | 1488.34 | 42.824314 | NM | 0.000000 | 103.094930 | High_spent_Large_value_payments | 1401.044403 | Good | 199 |
24 | Developer | 6605051.000 | 4 | 3 | 16 | 0 | 11 | 17 | 10.28 | 4.0 | Standard | 1488.37 | 43.365010 | Yes | 0.000000 | 236.290447 | High_spent_Small_value_payments | 914.357886 | Standard | 0 |
41 | Media_Manager | 152796.760 | 2 | 5 | 1 | 0 | 1 | 3 | 3.74 | 5.0 | Good | 1265.86 | 23.817050 | No | 0.000000 | 1329.054748 | Low_spent_Medium_value_payments | 235.451585 | Standard | 224 |
31 | Teacher | 39357.450 | 3 | 4 | 6 | 3 | 3 | 4 | 3.16 | 0.0 | Good | 1170.76 | 35.288336 | No | 85.722372 | 38.483148 | High_spent_Medium_value_payments | 438.373230 | Poor | 299 |
24 | Media_Manager | 138079.960 | 2 | 4 | 8 | 0 | 8 | 12 | 9.87 | 4.0 | Good | 637.14 | 35.641532 | No | 0.000000 | 786.306206 | Low_spent_Medium_value_payments | 628.660127 | Poor | 356 |
28 | Doctor | 16805.540 | 6 | 5 | 20 | 3 | 16 | 21 | 16.22 | 9.0 | Standard | 438.74 | 37.788648 | Yes | 24.430924 | 84.442454 | Low_spent_Medium_value_payments | 316.272789 | Standard | 325 |
25 | Doctor | 28337.760 | 0 | 5 | 1 | 1 | 4 | 7 | 7.23 | 3.0 | Good | 680.16 | 35.797464 | No | 19.827824 | 160.467984 | Low_spent_Medium_value_payments | 312.952192 | Good | 354 |
20 | Manager | 62152.590 | 8 | 4 | 12 | 2 | 11 | 20 | 4.75 | 8.0 | Standard | 874.60 | 32.354835 | Yes | 99.346936 | 204.379285 | Low_spent_Small_value_payments | 505.112029 | Standard | 343 |
30 | Developer | 68790.220 | 3 | 5 | 6 | 3 | 4 | 10 | 9.38 | 3.0 | Good | 399.79 | 36.710430 | No | 163.410256 | 88.508062 | High_spent_Large_value_payments | 575.333515 | Good | 320 |
37 | Entrepreneur | 81367.120 | 5 | 5 | 7 | 2 | 12 | 13 | 4.78 | 1.0 | Standard | 1039.70 | 27.396773 | No | 100.275316 | 314.525034 | High_spent_Small_value_payments | 539.558983 | Standard | 294 |
32 | Manager | 20223.000 | 5 | 7 | 15 | 5 | 14 | 15 | 15.03 | 8.0 | Standard | 393.55 | 24.685220 | Yes | 73.644675 | 23.753443 | High_spent_Large_value_payments | 304.026883 | Standard | 83 |
35 | Writer | 27635.390 | 5 | 3 | 12 | 2 | 27 | 18 | 18.95 | 6.0 | Standard | 1022.51 | 36.701699 | Yes | 25.505139 | 304.557916 | Low_spent_Small_value_payments | 204.731862 | Standard | 339 |
45 | Doctor | 32625.590 | 0 | 5 | 8 | 4 | 5 | 0 | 2.55 | 8.0 | Good | 177.90 | 33.259702 | No | 73.125008 | 59.835503 | High_spent_Large_value_payments | 399.319406 | Standard | 350 |
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