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ID | Описание | Дата |
---|---|---|
0dec2604-95ec-4f23-a06a-f91f5a462e5f | redefine ubiquitous users | 1984-04-12 |
096d5f2f-f6f9-4ffe-ab83-aed0f3c61fce | monetize robust methodologies | 1970-08-20 |
2b433133-9cf9-4062-840c-e02200d5a877 | engineer clicks-and-mortar partnerships | 1990-10-02 |
5a9f6458-7ebe-4774-a5cf-d03d61b60799 | monetize turn-key methodologies | 2020-03-15 |
b3d09dae-9b09-4fd8-9886-76f566673fdc | iterate interactive relationships | 2006-05-13 |
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 | 131577.84 | 2 | 3 | 3 | 2 | 14 | 2 | 1.53 | 2.0 | Good | 816.21 | 29.591977 | No | 185.412196 | 585.253612 | Low_spent_Large_value_payments | 619.916193 | Good | 258 |
43 | Developer | 32414.26 | 7 | 5 | 20 | 2 | 14 | 19 | 15.28 | 5.0 | Standard | 695.61 | 31.580778 | Yes | 34.318058 | 129.460281 | High_spent_Small_value_payments | 371.140494 | Standard | 0 |
50 | Doctor | 24667.16 | 8 | 6 | 16 | 3 | 8 | 15 | 19.93 | 5.0 | Standard | 722.02 | 27.607992 | Yes | 49.237398 | 67.565189 | High_spent_Medium_value_payments | 361.657080 | Standard | 235 |
42 | Architect | 36690.32 | 3 | 3 | 9 | 6 | 10 | 17 | 14.07 | 6.0 | Standard | 874.85 | 24.222284 | Yes | 134.088292 | 262.560055 | Low_spent_Medium_value_payments | 175.604321 | Standard | 0 |
37 | Developer | 15432.20 | 2 | 6 | 7 | 4 | 10 | 3 | 3.27 | 3.0 | Good | 1478.53 | 37.318742 | No | 30.027125 | 48.833614 | High_spent_Medium_value_payments | 291.240928 | Good | 195 |
50 | Teacher | 160454.04 | 3 | 7 | 2 | 2 | 6 | 0 | 2.63 | 2.0 | Good | 773.94 | 33.095948 | No | 168.719499 | 279.046463 | High_spent_Large_value_payments | 1154.951037 | Standard | 312 |
50 | Doctor | 38217.60 | 6 | 6 | 13 | 2 | 19 | 0 | 6.29 | 5.0 | Standard | 448.54 | 27.907133 | No | 57.881717 | 111.316996 | High_spent_Medium_value_payments | 401.281287 | Standard | 272 |
51 | Entrepreneur | 34229.35 | 3 | 2 | 12 | 4 | 9 | 0 | 11.04 | 2.0 | Good | 1180.77 | 24.898508 | No | 85.686974 | 30.892639 | High_spent_Medium_value_payments | 417.464970 | Good | 361 |
45 | Engineer | 29728.31 | 3 | 4 | 6 | 2 | 15 | 1 | 1.81 | 7.0 | Good | 917.00 | 40.523081 | No | 34.496445 | 81.238820 | Low_spent_Medium_value_payments | 419.400651 | Good | 385 |
38 | Scientist | 51031.60 | 4 | 6 | 16 | 3 | 13 | 8 | 10.54 | 1.0 | Standard | 1437.83 | 29.169233 | No | 113.159643 | 265.129082 | Low_spent_Large_value_payments | 309.774609 | Standard | 201 |
23 | Developer | 19296.24 | 2 | 7 | 2 | 2 | 9 | 7 | 8.76 | 4.0 | Good | 826.02 | 25.639219 | No | 25.329043 | 115.283405 | Low_spent_Small_value_payments | 316.289552 | Good | 238 |
46 | Lawyer | 36742.54 | 3 | 6 | 9 | 4 | 20 | 15 | 19.73 | 9.0 | Standard | 1149.65 | 26.826571 | Yes | 80.434892 | 0.000000 | High_spent_Small_value_payments | 314.065827 | Standard | 75 |
21 | Media_Manager | 18053.32 | 5 | 6 | 13 | 7 | 19 | 10 | 12.06 | 9.0 | Standard | 1262.85 | 37.473688 | Yes | 57.006098 | 110.361575 | Low_spent_Medium_value_payments | 235.776660 | Standard | 84 |
16 | Scientist | 61437.00 | 8 | 9 | 18 | 3 | 19 | 21 | 9.01 | 9.0 | Bad | 1405.26 | 25.075898 | Yes | 126.798433 | 0.000000 | Low_spent_Small_value_payments | 321.314079 | Poor | 131 |
45 | Manager | 74106.94 | 4 | 5 | 9 | 0 | 10 | 0 | 2.06 | 4.0 | Good | 11.49 | 39.907104 | No | 0.000000 | 65.347617 | High_spent_Medium_value_payments | 774.910217 | Good | 0 |
21 | Media_Manager | 35329.84 | 4 | 2 | 6 | 1 | 2 | 1 | 2.50 | 4.0 | Good | 898.38 | 30.452878 | No | 15.141197 | 144.493001 | Low_spent_Large_value_payments | 392.281135 | Good | 364 |
42 | Architect | 35758.39 | 3 | 3 | 15 | 3 | 26 | 19 | 8.82 | 9.0 | Standard | 785.19 | 29.774428 | Yes | 49.727924 | 36.052373 | High_spent_Medium_value_payments | 485.506287 | Standard | 176 |
37 | Doctor | 31680.74 | 6 | 6 | 26 | 3 | 20 | 18 | 4.56 | 10.0 | Bad | 1280.16 | 37.605262 | Yes | 72.435643 | 36.596743 | High_spent_Medium_value_payments | 407.973781 | Poor | 91 |
22 | Lawyer | 31589.06 | 8 | 3 | 9 | 4 | 7 | 14 | 8.91 | 4.0 | Standard | 1428.58 | 35.092451 | Yes | 82.498344 | 0.000000 | Low_spent_Medium_value_payments | 323.474723 | Poor | 367 |
19 | Journalist | 99984.48 | 5 | 3 | 11 | 3 | 18 | 16 | 0.00 | 7.0 | Standard | 443.96 | 34.766712 | Yes | 171.361022 | 293.334873 | High_spent_Small_value_payments | 657.908105 | Standard | 173 |
49 | Developer | 69563.34 | 1 | 4 | 2 | 3 | 5 | 9 | 5.94 | 3.0 | Good | 164.52 | 33.892998 | NM | 137.778067 | 65.585055 | High_spent_Large_value_payments | 610.531378 | Standard | 0 |
47 | Writer | 27240.07 | 5 | 3 | 18 | 4 | 26 | 18 | 13.22 | 1.0 | Standard | 1301.08 | 25.426413 | No | 88.412782 | 54.809948 | Low_spent_Large_value_payments | 333.277853 | Standard | 333 |
50 | Developer | 60390.80 | 3 | 5 | 9 | 2 | 2 | 12 | 2.11 | 1.0 | Good | 973.97 | 37.766448 | No | 64.633699 | 122.086925 | High_spent_Large_value_payments | 566.936043 | Standard | 305 |
47 | Developer | 41715.11 | 0 | 4 | 4 | 0 | 11 | 0 | 0.00 | 3.0 | Good | 1494.80 | 37.128395 | No | 0.000000 | 193.139626 | Low_spent_Small_value_payments | 436.386291 | Standard | 395 |
37 | Media_Manager | 35701.42 | 7 | 4 | 11 | 1 | 14 | 9 | 7.69 | 1.0 | Standard | 1462.79 | 30.524930 | Yes | 18.431337 | 181.118000 | Low_spent_Large_value_payments | 345.662496 | Standard | 297 |
35 | Media_Manager | 78156.39 | 5 | 7 | 8 | 4 | 9 | 0 | 6.34 | 4.0 | Good | 884.79 | 34.778249 | No | 154.798138 | 156.081365 | High_spent_Large_value_payments | 581.723746 | Standard | 293 |
25 | Lawyer | 31174.80 | 6 | 3 | 14 | 1 | 14 | 9 | 10.85 | 8.0 | Standard | 1286.96 | 38.356846 | NM | 19.651863 | 109.792491 | Low_spent_Small_value_payments | 448.945646 | Standard | 328 |
49 | Architect | 39242.10 | 4 | 2 | 4 | 0 | 9 | 6 | 3.01 | 3.0 | Good | 772.08 | 35.198888 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 193.051365 | Good | 269 |
33 | Scientist | 166621.84 | 0 | 3 | 1 | 0 | 1 | 8 | 5.53 | 1.0 | Good | 501.21 | 35.274568 | No | 0.000000 | 1055.989399 | Low_spent_Small_value_payments | 605.925934 | Good | 0 |
32 | Accountant | 122503.12 | 3 | 7 | 7 | 0 | 29 | 23 | 7.32 | 2.0 | Good | 333.32 | 34.510406 | No | 0.000000 | 840.850210 | Low_spent_Large_value_payments | 427.409123 | Poor | 208 |
37 | Engineer | 42904.26 | 0 | 4 | 6 | 0 | 10 | 1 | 11.62 | 0.0 | Good | 205.79 | 41.219179 | No | 0.000000 | 144.095693 | High_spent_Small_value_payments | 499.239807 | Good | 187 |
45 | Musician | 22443.96 | 4 | 6 | 17 | 5 | 7 | 19 | 16.90 | 4.0 | Standard | 429.65 | 23.550912 | Yes | 51.247057 | 108.273532 | High_spent_Small_value_payments | 311.912411 | Standard | 87 |
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