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ID | Описание | Дата |
---|---|---|
7126e795-8556-4d82-b3ea-8cb97f0e3dfd | maximize wireless applications | 1983-09-04 |
6435fe5f-ae11-4ea6-b73a-30a44c16ea1d | unleash back-end bandwidth | 1989-09-20 |
e17c97e6-74f2-4c4e-9aa2-c6893252c67b | monetize integrated content | 2016-05-05 |
e869bb27-8663-4b4a-857a-7ca3eef59c86 | brand cutting-edge partnerships | 2000-08-30 |
ab09f8f0-4b2d-45a2-8417-7a786f78cadc | engineer cross-platform channels | 1990-11-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Teacher | 87215.680 | 2 | 6 | 8 | 2 | 2 | 5 | 10.98 | 0.0 | Good | 680.77 | 33.960034 | No | 121.682017 | 799.374361 | Low_spent_Small_value_payments | 117.940956 | Good | 252 |
56 | Architect | 32011.890 | 2 | 6 | 4 | 3 | 12 | 0 | 2.10 | 1.0 | Good | 1215.09 | 39.977754 | No | 66.357449 | 134.688717 | Low_spent_Medium_value_payments | 359.619584 | Poor | 311 |
54 | Scientist | 22116.640 | 4 | 4 | 17 | 2 | 9 | 16 | 0.91 | 5.0 | Standard | 1099.66 | 28.868310 | No | 26.814516 | 0.000000 | High_spent_Large_value_payments | 355.439616 | Good | 269 |
40 | Journalist | 97059.000 | 3 | 2 | 9 | 0 | 9 | 11 | 0.00 | 0.0 | Good | 192.99 | 38.488653 | No | 0.000000 | 161.550468 | High_spent_Large_value_payments | 907.974532 | Good | 394 |
24 | Mechanic | 20060.930 | 7 | 6 | 14 | 5 | 17 | 0 | 12.21 | 7.0 | Standard | 1445.82 | 27.043502 | Yes | 48.564731 | 39.987312 | High_spent_Medium_value_payments | 342.122374 | Standard | 92 |
35 | Engineer | 17164.730 | 3 | 6 | 18 | 3 | 11 | 11 | 14.35 | 8.0 | Standard | 172.13 | 39.601686 | Yes | 35.184358 | 84.703103 | Low_spent_Large_value_payments | 304.651955 | Standard | 111 |
21 | Entrepreneur | 9584.875 | 5 | 5 | 12 | 6 | 12 | 23 | 12.65 | 6.0 | Standard | 1414.03 | 35.660683 | Yes | 24.708539 | 68.560043 | Low_spent_Small_value_payments | 261.105377 | Standard | 174 |
42 | Developer | 77613.390 | 7 | 6 | 12 | 0 | 7 | 0 | 2.01 | 6.0 | Standard | 321.59 | 37.706964 | Yes | 0.000000 | 141.326686 | High_spent_Large_value_payments | 716.951564 | Standard | 365 |
40 | Accountant | 9989.875 | 3 | 6 | 34 | 7 | 18 | 13 | 13.36 | 10.0 | Standard | 1287.97 | 29.178760 | Yes | 56.947474 | 36.355497 | Low_spent_Small_value_payments | 258.545987 | Poor | 232 |
35 | Writer | 67845.560 | 3 | 5 | 20 | 4 | 21 | 17 | 0.00 | 11.0 | Standard | 1478.49 | 29.413427 | Yes | 129.440559 | 104.618267 | High_spent_Medium_value_payments | 597.520841 | Poor | 224 |
48 | Engineer | 64874.080 | 3 | 5 | 8 | 0 | 19 | 9 | 0.89 | 3.0 | Good | 700.64 | 31.866122 | No | 0.000000 | 379.608278 | High_spent_Small_value_payments | 426.409055 | Standard | 220 |
19 | Accountant | 64692.700 | 3 | 7 | 5 | 3 | 7 | 4 | 11.58 | 4.0 | Good | 380.81 | 29.067610 | NM | 129.326637 | 164.097327 | High_spent_Small_value_payments | 481.581869 | Poor | 238 |
35 | Architect | 30371.740 | 3 | 4 | 3 | 4 | 14 | 10 | 3.48 | 3.0 | Good | 202.55 | 25.653401 | No | 96.884856 | 31.495560 | High_spent_Large_value_payments | 366.317417 | Good | 0 |
29 | Engineer | 29020.310 | 0 | 4 | 6 | 2 | 3 | 6 | 9.78 | 4.0 | Good | 940.83 | 35.930479 | No | 31.813022 | 93.379474 | Low_spent_Large_value_payments | 362.443420 | Good | 277 |
49 | Journalist | 81254.120 | 3 | 5 | 15 | 0 | 11 | 10 | 2.97 | 7.0 | Standard | 442.23 | 33.576481 | Yes | 0.000000 | 113.351629 | High_spent_Medium_value_payments | 806.266038 | Standard | 268 |
47 | Lawyer | 19749.315 | 0 | 6 | 8 | 2 | 7 | 0 | 8.68 | 1.0 | Good | 1286.51 | 33.896351 | No | 17.849500 | 34.770868 | High_spent_Large_value_payments | 350.957257 | Standard | 282 |
41 | Entrepreneur | 35124.990 | 0 | 1 | 10 | 4 | 14 | 9 | 9.52 | 4.0 | Good | 384.22 | 32.081934 | No | 106.896464 | 327.030939 | Low_spent_Small_value_payments | 149.780847 | Good | 217 |
36 | Media_Manager | 92705.840 | 8 | 7 | 11 | 0 | 8 | 14 | 11.81 | 0.0 | Good | 633.13 | 39.693194 | NM | 0.000000 | 127.382021 | High_spent_Medium_value_payments | 918.366646 | Standard | 192 |
23 | Teacher | 35805.250 | 4 | 7 | 16 | 0 | 30 | 15 | 3.81 | 0.0 | Standard | 723.27 | 28.026909 | No | 0.000000 | 243.636496 | Low_spent_Small_value_payments | 357.040588 | Standard | 297 |
46 | Accountant | 110607.090 | 4 | 4 | 2 | 3 | 2 | 9 | 4.26 | 6.0 | Good | 1174.05 | 24.781202 | No | 154.824136 | 232.178801 | High_spent_Large_value_payments | 752.722813 | Standard | 265 |
52 | Teacher | 29709.730 | 8 | 7 | 11 | 2 | 7 | 9 | 5.36 | 3.0 | Good | 1129.06 | 25.489109 | No | 30.761443 | 49.049953 | High_spent_Medium_value_payments | 428.969688 | Good | 382 |
41 | Lawyer | 18754.650 | 4 | 7 | 12 | 4 | 1 | 9 | 2.68 | 5.0 | Good | 863.48 | 25.334730 | NM | 49.390749 | 0.000000 | Low_spent_Small_value_payments | 192.354667 | Standard | 264 |
16 | Entrepreneur | 35075.000 | 6 | 3 | 9 | 5 | 3 | 11 | 7.63 | 7.0 | Standard | 1435.83 | 27.317826 | Yes | 144.383035 | 49.333702 | High_spent_Large_value_payments | 349.574930 | Standard | 0 |
37 | Media_Manager | 108073.040 | 3 | 7 | 13 | 2 | 6 | 19 | 6.42 | 5.0 | Standard | 599.48 | 37.453074 | No | 161.753235 | 618.682060 | Low_spent_Medium_value_payments | 411.273372 | Good | 354 |
15 | Scientist | 35412.020 | 5 | 3 | 19 | 6 | 22 | 20 | 11.01 | 8.0 | Standard | 495.51 | 33.603126 | Yes | 130.725190 | 113.636608 | Low_spent_Small_value_payments | 317.138368 | Standard | 207 |
29 | Musician | 27685.040 | 7 | 6 | 7 | 3 | 10 | 15 | 9.46 | 4.0 | Standard | 1055.94 | 35.128464 | No | 66.646541 | 228.700597 | Low_spent_Medium_value_payments | 244.161528 | Standard | 337 |
32 | Accountant | 32763.420 | 4 | 3 | 1 | 3 | 6 | 11 | 3.52 | 3.0 | Good | 284.34 | 29.953028 | No | 53.776551 | 106.257766 | High_spent_Medium_value_payments | 371.894183 | Good | 261 |
54 | Architect | 72902.700 | 5 | 6 | 4 | 4 | 7 | 16 | 9.65 | 2.0 | Good | 1114.75 | 25.861795 | No | 180.560820 | 115.764722 | High_spent_Large_value_payments | 568.796959 | Good | 220 |
41 | Entrepreneur | 20415.410 | 7 | 4 | 14 | 3 | 18 | 12 | 0.40 | 2.0 | Standard | 245.91 | 25.507601 | NM | 163.172484 | 21.442875 | High_spent_Large_value_payments | 347.249559 | Standard | 342 |
52 | Manager | 65312.730 | 3 | 5 | 20 | 1 | 19 | 20 | 5.60 | 4.0 | Standard | 466.40 | 30.558879 | No | 32.168800 | 58.832981 | High_spent_Medium_value_payments | 684.570969 | Standard | 226 |
50 | Accountant | 28947.840 | 0 | 5 | 4 | 1 | 13 | 0 | 3.14 | 0.0 | Good | 928.92 | 26.558431 | No | 23.701505 | 35.013437 | High_spent_Medium_value_payments | 425.017058 | Good | 250 |
22 | Engineer | 70483.740 | 8 | 6 | 20 | 0 | 28 | 17 | 14.68 | 7.0 | Standard | 773.20 | 36.106634 | Yes | 0.000000 | 162.655883 | High_spent_Medium_value_payments | 650.708617 | Good | 168 |
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