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ID | Описание | Дата |
---|---|---|
dcfb1895-939b-497f-a21e-fac5b9b6985b | deliver viral functionalities | 1994-01-18 |
592e8e59-e133-4849-9987-292fdbab905b | extend leading-edge info-mediaries | 2002-05-10 |
06c47f3d-b7e9-40b4-b527-64f7b26b2917 | morph global web services | 2022-08-22 |
896e9577-79d6-4c1f-a47f-bc82f32854fb | engage back-end e-services | 1994-08-26 |
f7869947-d4c0-4017-9dbb-95ad8d7fd166 | streamline efficient interfaces | 2008-09-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Mechanic | 65299.380 | 4 | 5 | 8 | 2 | 5 | 0 | 5.68 | 1.0 | Good | 1177.38 | 31.773410 | No | 77.009313 | 312.735402 | High_spent_Small_value_payments | 400.816785 | Poor | 313 |
16 | Media_Manager | 85915.320 | 6 | 7 | 13 | 4 | 10 | 20 | 14.51 | 6.0 | Standard | 429.12 | 27.208793 | Yes | 167.081471 | 750.416812 | Low_spent_Small_value_payments | 95.662716 | Standard | 65 |
45 | Mechanic | 85720.480 | 7 | 6 | 16 | 4 | 15 | 15 | 10.31 | 8.0 | Standard | 707.08 | 33.767425 | Yes | 171.477150 | 281.521020 | High_spent_Small_value_payments | 506.939163 | Poor | 206 |
50 | Media_Manager | 16558.120 | 3 | 7 | 10 | 3 | 5 | 2 | 1.57 | 1.0 | Good | 15.43 | 31.263680 | No | 35.387555 | 0.000000 | Low_spent_Small_value_payments | 227.315481 | Standard | 236 |
31 | Journalist | 147996.720 | 2 | 4 | 6 | 3 | 5 | 9 | 3.19 | 2.0 | Good | 248.16 | 27.669093 | No | 197.132951 | 175.335825 | High_spent_Large_value_payments | 1107.037224 | Good | 280 |
40 | Doctor | 26411.810 | 5 | 6 | 6 | 4 | 26 | 16 | 11.78 | 6.0 | Good | 1223.30 | 28.846932 | No | 140.610575 | 50.697569 | High_spent_Medium_value_payments | 335.841193 | Standard | 349 |
45 | Writer | 16989.600 | 5 | 6 | 7 | 3 | 13 | 0 | 10.09 | 1.0 | Good | 59.76 | 28.559308 | No | 29.197024 | 33.502449 | Low_spent_Large_value_payments | 323.880527 | Standard | 248 |
53 | Journalist | 82146.630 | 5 | 3 | 6 | 3 | 17 | 9 | 2.46 | 2.0 | Good | 804.62 | 33.990415 | No | 128.293075 | 109.832893 | High_spent_Large_value_payments | 678.929282 | Good | 347 |
30 | Mechanic | 65247.820 | 3 | 5 | 12 | 2 | 12 | 4 | 3.10 | 1.0 | Good | 344.92 | 39.846499 | No | 105.018786 | 212.551217 | High_spent_Small_value_payments | 507.361830 | Good | 207 |
44 | Lawyer | 31364.960 | 6 | 5 | 10 | 0 | 20 | 9 | 14.47 | 7.0 | Standard | 948.01 | 27.922265 | Yes | 0.000000 | 196.361213 | Low_spent_Medium_value_payments | 341.013454 | Standard | 190 |
27 | Engineer | 69806.760 | 3 | 4 | 19 | 0 | 21 | 22 | 5.49 | 4.0 | Standard | 192.43 | 33.462289 | Yes | 0.000000 | 755.980807 | Low_spent_Small_value_payments | 139.542193 | Standard | 224 |
41 | Journalist | 34913.580 | 4 | 4 | 4 | 4 | 5 | 3 | 5.76 | 2.0 | Good | 758.31 | 30.812545 | No | 58.827888 | 0.000000 | Low_spent_Medium_value_payments | 289.738676 | Standard | 305 |
19 | Architect | 30355.010 | 4 | 2 | 2 | 1 | 11 | 4 | 9.37 | 2.0 | Good | 820.04 | 38.588620 | No | 20.510681 | 87.072820 | High_spent_Medium_value_payments | 394.974915 | Good | 341 |
22 | Lawyer | 67639.380 | 3 | 2 | 7 | 2 | 4 | 10 | 0.00 | 0.0 | Good | 423.26 | 32.880326 | No | 96.246544 | 179.832460 | Low_spent_Medium_value_payments | 571.882496 | Standard | 318 |
39 | Media_Manager | 79357.140 | 2 | 3 | 8 | 4 | 5 | 0 | 2.08 | 2.0 | Good | 1171.51 | 29.399920 | No | 171.998736 | 169.739881 | High_spent_Large_value_payments | 568.570883 | Standard | 0 |
30 | Musician | 125456.440 | 5 | 6 | 5 | 2 | 28 | 0 | 18.04 | 4.0 | Standard | 558.93 | 40.402350 | Yes | 188.271684 | 837.363253 | Low_spent_Medium_value_payments | 308.835397 | Standard | 390 |
26 | Manager | 87263.220 | 8 | 6 | 16 | 1 | 17 | 14 | 7.82 | 8.0 | Standard | 135.88 | 30.193647 | Yes | 67.170354 | 196.907988 | High_spent_Medium_value_payments | 715.715158 | Standard | 319 |
33 | Scientist | 32033.290 | 5 | 3 | 5 | 4 | 19 | 13 | 0.64 | 1.0 | Standard | 1475.30 | 24.577753 | No | 71.301156 | 64.513330 | High_spent_Medium_value_payments | 381.629597 | Standard | 236 |
55 | Teacher | 72760.040 | 8 | 4 | 15 | 1 | 21 | 13 | 3.58 | 2.0 | Standard | 792.46 | 24.026117 | Yes | 31.284996 | 614.482662 | Low_spent_Small_value_payments | 252.766008 | Standard | 263 |
39 | Scientist | 38047.310 | 4 | 2 | 12 | 0 | 3 | 4 | 9.53 | 1.0 | Good | 273.50 | 36.969313 | No | 0.000000 | 174.312358 | High_spent_Small_value_payments | 374.848558 | Good | 188 |
46 | Journalist | 10316.450 | 7 | 5 | 12 | 3 | 6 | 10 | 1.63 | 4.0 | Good | 183.94 | 25.185861 | No | 17.471161 | 32.907056 | Low_spent_Small_value_payments | 320.792200 | Good | 297 |
21 | Scientist | 10340.695 | 3 | 4 | 8 | 7 | 11 | 16 | 17.78 | 4.0 | Standard | 812.34 | 26.111904 | NM | 57.402517 | 0.000000 | Low_spent_Medium_value_payments | 233.951974 | Standard | 172 |
34 | Media_Manager | 57744.680 | 4 | 6 | 9 | 4 | 8 | 10 | 3.29 | 6.0 | Good | 674.36 | 36.981431 | No | 189.755636 | 56.146073 | High_spent_Medium_value_payments | 486.503958 | Standard | 0 |
38 | Media_Manager | 115012.400 | 2 | 2 | 8 | 2 | 15 | 7 | 1.13 | 1.0 | Good | 306.90 | 40.666235 | No | 173.218937 | 340.576190 | Low_spent_Medium_value_payments | 750.041540 | Standard | 393 |
25 | Architect | 24497.420 | 4 | 3 | 14 | 1 | 3 | 14 | 11.41 | 8.0 | Standard | 946.84 | 30.307065 | Yes | 15.448183 | 53.066322 | Low_spent_Medium_value_payments | 395.530661 | Standard | 0 |
52 | Accountant | 30365.130 | 4 | 1 | 7 | 3 | 14 | 4 | 7.68 | 3.0 | Good | 1224.77 | 23.273888 | No | 44.320744 | 55.316914 | High_spent_Small_value_payments | 395.705093 | Good | 335 |
34 | Scientist | 25306.370 | 4 | 3 | 18 | 0 | 27 | 19 | 17.14 | 5.0 | Standard | 37.21 | 36.173265 | Yes | 0.000000 | 84.180012 | Low_spent_Large_value_payments | 425.706405 | Standard | 170 |
29 | Writer | 29823.910 | 1 | 1 | 2 | 1 | 9 | 3 | 15.52 | 7.0 | Good | 1268.94 | 26.381957 | No | 18.604780 | 226.706142 | Low_spent_Small_value_payments | 270.321662 | Standard | 359 |
52 | Musician | 38104.040 | 5 | 4 | 7 | 2 | 3 | 2 | 4.62 | 0.0 | Good | 735.58 | 28.746654 | No | 62.903142 | 109.201120 | High_spent_Medium_value_payments | 417.829404 | Good | 200 |
28 | Architect | 41597.890 | 4 | 1 | 6 | 0 | 3 | 8 | 5.97 | 4.0 | Good | 611.96 | 27.722717 | No | 0.000000 | 227.906664 | Low_spent_Large_value_payments | 411.242419 | Good | 221 |
45 | Architect | 171613.600 | 5 | 3 | 5 | 0 | 12 | 5 | 2.75 | 1.0 | Good | 753.93 | 33.403056 | No | 0.000000 | 343.048236 | High_spent_Medium_value_payments | 1322.365097 | Standard | 340 |
37 | Writer | 61167.900 | 3 | 2 | 2 | 4 | 10 | 5 | 6.74 | 4.0 | Good | 1354.88 | 29.986133 | No | 176.742422 | 368.007273 | Low_spent_Medium_value_payments | 226.482805 | Standard | 189 |
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