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ID | Описание | Дата |
---|---|---|
0b1ffd4f-c0b7-43e8-8722-32c64b2dff0f | deliver leading-edge methodologies | 2005-05-21 |
af02745e-122a-4c1b-93a1-2962c16c1941 | evolve next-generation markets | 1978-11-24 |
07cb0e7a-35ad-488f-a474-b9843e12eafc | disintermediate efficient methodologies | 1992-10-05 |
0aaa3478-c601-4e41-869a-c0ee1224c936 | streamline distributed partnerships | 1975-10-18 |
ecdfa4bc-5c93-447d-915e-b4fa60c5fa5f | transform bleeding-edge infrastructures | 1996-04-13 |
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 | Manager | 37302.100 | 3 | 2 | 12 | 4 | 13 | 0 | 3.07 | 5.0 | Good | 907.73 | 24.406446 | No | 80.271752 | 79.915781 | High_spent_Medium_value_payments | 421.863300 | Good | 266 |
36 | Journalist | 40514.840 | 2 | 5 | 3 | 3 | 2 | 0 | 2.64 | 5.0 | Good | 151.33 | 24.600142 | NM | 55.846856 | 0.000000 | Low_spent_Medium_value_payments | 456.935753 | Good | 213 |
29 | Lawyer | 177907.720 | 0 | 6 | 6 | 0 | 8 | 8 | 10.76 | 0.0 | Good | 685.01 | 39.432897 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1602.040519 | Poor | 367 |
23 | Writer | 87888.720 | 5 | 3 | 11 | 0 | 23 | 8 | 6.91 | 1.0 | Standard | 135.76 | 41.069723 | Yes | 0.000000 | 47.935196 | High_spent_Large_value_payments | 917.370804 | Poor | 367 |
34 | Lawyer | 56038.280 | 5 | 4 | 10 | 2 | 10 | 14 | 8.03 | 4.0 | Good | 264.52 | 37.277785 | No | 76.221034 | 520.401403 | Low_spent_Small_value_payments | 179.463229 | Good | 252 |
42 | Engineer | 7866.910 | 3 | 5 | 11 | 7 | 26 | 14 | 13.97 | 6.0 | Standard | 1076.09 | 24.253705 | Yes | 23.926064 | 28.879859 | High_spent_Medium_value_payments | 278.651660 | Standard | 135 |
27 | Engineer | 15755.455 | 8 | 4 | 9 | 0 | 17 | 18 | 12.17 | 3.0 | Standard | 149.94 | 36.814721 | Yes | 0.000000 | 54.995252 | Low_spent_Small_value_payments | 395.600207 | Standard | 0 |
36 | Teacher | 20282.380 | 3 | 7 | 4 | 1 | 8 | 15 | 3.95 | 2.0 | Good | 1229.84 | 34.511088 | No | 10.179394 | 224.681145 | Low_spent_Small_value_payments | 223.959295 | Good | 295 |
37 | Writer | 94053.570 | 4 | 4 | 14 | 3 | 23 | 7 | 7.96 | 0.0 | Standard | 815.38 | 29.386533 | No | 197.132487 | 450.899936 | Low_spent_Medium_value_payments | 427.447327 | Poor | 0 |
25 | Lawyer | 21697.640 | 3 | 7 | 8 | 2 | 5 | 13 | 10.65 | 4.0 | Standard | 431.39 | 28.330445 | Yes | 36.142529 | 66.430016 | High_spent_Medium_value_payments | 356.241122 | Standard | 233 |
45 | Media_Manager | 33588.380 | 2 | 1 | 12 | 2 | 0 | 11 | 8.24 | 4.0 | Good | 891.61 | 23.830827 | No | 51.644828 | 32.636140 | High_spent_Large_value_payments | 418.022198 | Good | 324 |
50 | Scientist | 112056.360 | 5 | 6 | 12 | 2 | 15 | 22 | 16.99 | 1.0 | Standard | 824.36 | 30.987577 | Yes | 117.239928 | 1274.579424 | Low_spent_Small_value_payments | 0.000000 | Standard | 382 |
35 | Architect | 33857.410 | 3 | 3 | 20 | 4 | 23 | 18 | 17.52 | 5.0 | Standard | 899.22 | 24.677062 | Yes | 89.431537 | 132.833097 | High_spent_Small_value_payments | 306.080449 | Standard | 217 |
55 | Engineer | 29616.720 | 2 | 1 | 3 | 2 | 15 | 4 | 3.83 | 4.0 | Good | 189.92 | 25.200786 | No | 27.904323 | 237.259529 | Low_spent_Small_value_payments | 243.542148 | Good | 241 |
30 | Journalist | 68122.460 | 4 | 5 | 3 | 2 | 4 | 0 | 9.40 | 2.0 | Good | 1171.17 | 36.341654 | No | 86.778365 | 420.042726 | Low_spent_Small_value_payments | 325.666076 | Standard | 330 |
47 | Engineer | 70164.900 | 5 | 5 | 13 | 0 | 28 | 18 | 11.21 | 6.0 | Standard | 1471.30 | 34.498318 | Yes | 0.000000 | 590.562431 | Low_spent_Medium_value_payments | 286.945069 | Standard | 270 |
51 | Engineer | 24771.940 | 3 | 6 | 17 | 3 | 27 | 12 | 16.77 | 7.0 | Standard | 238.37 | 31.139573 | Yes | 58.454418 | 52.216656 | High_spent_Large_value_payments | 364.961760 | Standard | 251 |
38 | Manager | 30247.700 | 5 | 6 | 10 | 7 | 17 | 9 | 15.87 | 8.0 | Standard | 841.39 | 31.811788 | NM | 90.599218 | 71.615502 | High_spent_Medium_value_payments | 320.649447 | Standard | 154 |
37 | Entrepreneur | 99664.980 | 6 | 5 | 9 | 1 | 13 | 15 | 12.19 | 6.0 | Good | 702.98 | 30.432491 | No | 71.673304 | 200.908749 | High_spent_Large_value_payments | 815.659448 | Standard | 360 |
38 | Musician | 8137.580 | 6 | 4 | 17 | 3 | 6 | 13 | 2.70 | 6.0 | Standard | 998.45 | 37.429868 | Yes | 14.302914 | 46.985546 | Low_spent_Small_value_payments | 284.124706 | Good | 80 |
19 | Mechanic | 22641761.000 | 5 | 4 | 3 | 3 | 11 | 6 | 7.54 | 4.0 | Good | 1181.75 | 31.291475 | No | 29.702654 | 133.313636 | Low_spent_Small_value_payments | 271.736918 | Good | 218 |
15 | Teacher | 81475.280 | 6 | 3 | 17 | 0 | 24 | 0 | 13.33 | 10.0 | Standard | 1271.12 | 27.289393 | Yes | 0.000000 | 148.663392 | High_spent_Large_value_payments | 777.897275 | Standard | 270 |
31 | Lawyer | 25415.420 | 7 | 6 | 11 | 1 | 14 | 13 | 8.45 | 5.0 | Standard | 1272.08 | 35.758159 | No | 12.232103 | 0.000000 | Low_spent_Large_value_payments | 345.980936 | Standard | 245 |
30 | Manager | 43391.960 | 1 | 5 | 10 | 0 | 9 | 6 | 10.72 | 0.0 | Good | 1468.28 | 30.405352 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 467.535207 | Good | 285 |
51 | Manager | 18710.740 | 2 | 6 | 8 | 4 | 1 | 8 | 10.13 | 1.0 | Good | 830.70 | 40.053125 | No | 50.320932 | 79.620639 | Low_spent_Small_value_payments | 296.381263 | Standard | 350 |
54 | Engineer | 73579.800 | 4 | 5 | 7 | 2 | 15 | 2 | 4.94 | 4.0 | Good | 1226.97 | 36.998671 | No | 100.298695 | 113.413618 | High_spent_Large_value_payments | 646.352688 | Good | 303 |
25 | Teacher | 9620.965 | 10 | 7 | 24 | 2 | 59 | 16 | 3.70 | 7.0 | Bad | 1355.28 | 34.815134 | Yes | 9.675866 | 81.774797 | Low_spent_Small_value_payments | 276.824045 | Poor | 142 |
18 | Teacher | 19852.640 | 5 | 4 | 18 | 2 | 29 | 11 | 18.92 | 8.0 | Standard | 1355.63 | 30.488760 | Yes | 31.764848 | 12.846632 | High_spent_Large_value_payments | 387.527187 | Standard | 195 |
16 | Manager | 14198.910 | 6 | 7 | 6 | 6 | 17 | 0 | 18.44 | 6.0 | Standard | 603.87 | 33.528761 | Yes | 70.496100 | 21.067849 | High_spent_Small_value_payments | 278.360301 | Standard | 102 |
27 | Mechanic | 34428.720 | 4 | 3 | 9 | 5 | 6 | 18 | 12.48 | 8.0 | Standard | 478.11 | 27.239983 | Yes | 130.018717 | 87.690549 | Low_spent_Large_value_payments | 344.596734 | Standard | 91 |
33 | Developer | 74557.580 | 2 | 5 | 1 | 0 | 2 | 13 | 4.32 | 2.0 | Good | 206.26 | 26.339459 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 784.363170 | Good | 370 |
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