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ID | Описание | Дата |
---|---|---|
c6b64362-0d12-4d55-a60a-d1e3682989cb | transition bleeding-edge ROI | 1999-04-23 |
92f5f988-db7d-4540-a94d-92f63e80b14d | visualize global markets | 2004-04-16 |
80643f9d-086f-42f8-bda8-a5f713eb2ff1 | expedite impactful interfaces | 1996-11-17 |
e5e99f21-c59d-48a2-8fcd-8db40a7fc3be | generate out-of-the-box communities | 1994-06-11 |
ceb1cc20-b574-4058-a92c-85a74e664c00 | harness bricks-and-clicks paradigms | 1995-11-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Accountant | 34841.870 | 1 | 7 | 1 | 2 | 1 | 4 | 2.24 | 6.0 | Good | 142.05 | 38.376572 | No | 33.366098 | 0.000000 | Low_spent_Small_value_payments | 413.241407 | Standard | 373 |
28 | Lawyer | 30261.670 | 3 | 5 | 5 | 3 | 10 | 14 | 6.48 | 4.0 | Good | 595.94 | 39.762619 | No | 183.764870 | 194.933119 | Low_spent_Small_value_payments | 284.808577 | Good | 264 |
22 | Teacher | 88220.120 | 2 | 1 | 11 | 0 | 13 | 0 | 3.93 | 1.0 | Good | 617.85 | 35.466829 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 801.438652 | Standard | 371 |
51 | Developer | 41983.290 | 2 | 3 | 4 | 3 | 21 | 8 | 10.45 | 7.0 | Good | 1058.68 | 29.430947 | No | 100.022885 | 115.011426 | High_spent_Medium_value_payments | 373.926439 | Poor | 303 |
23 | Media_Manager | 102383.190 | 6 | 5 | 17 | 4 | 29 | 13 | 9.49 | 10.0 | Standard | 1407.61 | 34.335518 | Yes | 180.099185 | 181.376996 | High_spent_Large_value_payments | 732.517070 | Standard | 295 |
30 | Scientist | 7087.240 | 8 | 5 | 14 | 6 | 35 | 0 | 8.24 | 8.0 | Standard | 54.25 | 29.404696 | Yes | 22.301940 | 29.620058 | Low_spent_Small_value_payments | 274.238335 | Standard | 0 |
40 | Media_Manager | 58228.380 | 4 | 1 | 4 | 1 | 5 | 2 | 6.02 | 4.0 | Good | 199.60 | 29.627454 | No | 33.929264 | 55.525383 | High_spent_Medium_value_payments | 645.381853 | Good | 351 |
51 | Teacher | 69476.140 | 5 | 6 | 1 | 3 | 15 | 2 | 3.62 | 4.0 | Good | 1305.65 | 40.516316 | No | 106.647612 | 93.013048 | High_spent_Medium_value_payments | 652.007173 | Standard | 244 |
39 | Writer | 61348.980 | 5 | 7 | 9 | 4 | 24 | 14 | 5.19 | 5.0 | Standard | 1240.49 | 37.190222 | NM | 168.595419 | 123.318392 | High_spent_Small_value_payments | 471.927689 | Standard | 331 |
27 | Musician | 40651.740 | 3 | 4 | 4 | 4 | 11 | 3 | 10.69 | 5.0 | Good | 231.41 | 35.698450 | No | 133.100961 | 60.707200 | High_spent_Small_value_payments | 390.056339 | Good | 367 |
23 | Manager | 104183.460 | 4 | 5 | 8 | 1 | 15 | 14 | 5.89 | 5.0 | Standard | 244.23 | 38.469705 | No | 72.752775 | 232.575129 | High_spent_Medium_value_payments | 827.767596 | Standard | 322 |
43 | Lawyer | 108129.440 | 4 | 3 | 8 | 2 | 11 | 12 | 19.70 | 7.0 | Standard | 925.97 | 39.708562 | NM | 144.319674 | 343.940831 | High_spent_Medium_value_payments | 639.418162 | Poor | 298 |
25 | Entrepreneur | 32928.140 | 0 | 2 | 5 | 0 | 10 | 0 | 8.63 | 5.0 | Good | 929.04 | 38.514239 | No | 0.000000 | 261.709401 | Low_spent_Large_value_payments | 303.091766 | Good | 357 |
41 | Teacher | 63248.980 | 5 | 4 | 4 | 3 | 11 | 10 | 1.48 | 3.0 | Good | 424.98 | 37.644729 | No | 119.475503 | 196.774562 | High_spent_Small_value_payments | 489.424769 | Poor | 291 |
19 | Doctor | 31041.460 | 5 | 2 | 5 | 1 | 5 | 8 | 5.13 | 0.0 | Good | 291.77 | 30.966939 | No | 21.021180 | 61.993257 | Low_spent_Large_value_payments | 437.164396 | Good | 397 |
46 | Developer | 71842.800 | 3 | 7 | 12 | 2 | 13 | 10 | 7.41 | 4.0 | Standard | 39.31 | 36.241554 | No | 65.273572 | 504.633823 | Low_spent_Medium_value_payments | 320.282605 | Standard | 322 |
29 | Accountant | 80918.140 | 2 | 5 | 8 | 4 | 11 | 5 | 3.32 | 1.0 | Good | 216.05 | 27.905451 | No | 192.759787 | 108.816341 | High_spent_Medium_value_payments | 592.841705 | Standard | 373 |
53 | Doctor | 81223.360 | 3 | 7 | 8 | 0 | 11 | 5 | 4.78 | 4.0 | Good | 121.02 | 36.747328 | NM | 0.000000 | 565.932149 | Low_spent_Medium_value_payments | 400.029184 | Good | 241 |
16 | Musician | 16774.540 | 8 | 3 | 16 | 3 | 3 | 10 | 18.38 | 6.0 | Standard | 156.87 | 34.278881 | Yes | 22.194089 | 110.213250 | Low_spent_Small_value_payments | 323.080495 | Standard | 200 |
40 | Accountant | 145175.400 | 3 | 1 | 6 | 1 | 12 | 3 | 5.58 | 2.0 | Good | 1271.95 | 33.239616 | No | 67.837065 | 432.403099 | High_spent_Small_value_payments | 961.454835 | Good | 0 |
49 | Architect | 72412.840 | 7 | 4 | 5 | 2 | 29 | 9 | 18.95 | 3.0 | Standard | 1062.10 | 35.199194 | Yes | 66.746484 | 265.303017 | Low_spent_Small_value_payments | 549.290833 | Standard | 316 |
16 | Architect | 35358.150 | 7 | 3 | 16 | 3 | 25 | 9 | 24.62 | 4.0 | Standard | 444.88 | 31.481325 | Yes | 76.581675 | 0.000000 | Low_spent_Large_value_payments | 255.512779 | Standard | 186 |
51 | Writer | 30936.760 | 0 | 5 | 3 | 2 | 14 | 4 | 2.44 | 2.0 | Good | 761.34 | 34.867306 | No | 33.796693 | 0.000000 | Low_spent_Large_value_payments | 310.956693 | Standard | 218 |
27 | Lawyer | 90661.350 | 8 | 3 | 11 | 2 | 29 | 9 | 14.76 | 9.0 | Standard | 1375.13 | 27.689515 | Yes | 113.126298 | 0.000000 | High_spent_Large_value_payments | 740.877181 | Standard | 194 |
43 | Lawyer | 30564.960 | 7 | 6 | 9 | 1 | 10 | 8 | 3.62 | 0.0 | Standard | 1142.05 | 35.573841 | NM | 13.607220 | 253.665296 | Low_spent_Small_value_payments | 249.035484 | Standard | 287 |
20 | Architect | 81609.780 | 5 | 4 | 2 | 3 | 0 | 1 | 6.94 | 2.0 | Good | 102.02 | 27.492640 | No | 134.260103 | 193.242221 | High_spent_Small_value_payments | 640.979176 | Standard | 245 |
38 | Doctor | 37486.020 | 3 | 5 | 8 | 3 | 1 | 8 | 2.65 | 2.0 | Good | 358.83 | 32.069658 | No | 66.539222 | 61.064000 | High_spent_Large_value_payments | 442.380278 | Poor | 254 |
17 | Doctor | 17452.155 | 3 | 3 | 18 | 4 | 34 | 20 | 9.73 | 10.0 | Standard | 420.61 | 26.530194 | Yes | 40.984822 | 44.594206 | High_spent_Small_value_payments | 305.155598 | Standard | 66 |
46 | Engineer | 93666.330 | 1 | 8 | 1 | 3 | 6 | 8 | 10.61 | 3.0 | Good | 362.04 | 38.626946 | NM | 156.956570 | 160.365549 | High_spent_Medium_value_payments | 692.230631 | Standard | 338 |
51 | Media_Manager | 174921.920 | 2 | 4 | 12 | 0 | 2 | 0 | 6.74 | 4.0 | Good | 927.27 | 32.774953 | No | 0.000000 | 1361.765542 | Low_spent_Medium_value_payments | 389.017125 | Good | 269 |
29 | Developer | 19170.730 | 3 | 5 | 8 | 4 | 0 | 0 | 11.35 | 4.0 | Good | 318.94 | 31.498440 | No | 58.048072 | 122.608483 | Low_spent_Small_value_payments | 240.899528 | Good | 239 |
43 | Musician | 33702.740 | 7 | 3 | 19 | 2 | 6 | 8 | 10.70 | 4.0 | Standard | 636.96 | 25.382445 | Yes | 37.993229 | 94.723661 | High_spent_Medium_value_payments | 417.139276 | Standard | 287 |
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