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ID | Описание | Дата |
---|---|---|
bd20fe1b-a96d-45de-916b-52323c215c59 | scale B2C networks | 1995-10-27 |
623110a5-9f46-47b4-a0b7-c213355ef912 | leverage efficient e-business | 2009-04-03 |
e7ee52e7-98ea-4533-9b0f-030d0b44323d | enable next-generation paradigms | 1988-03-21 |
6e83abb5-500b-421c-988e-b39865164745 | strategize wireless vortals | 1984-01-04 |
30a90c5e-752a-4773-914c-2b615f6985af | embrace distributed e-tailers | 1979-07-18 |
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 | 30.483817 | No | 121.682017 | 169.110886 | High_spent_Large_value_payments | 698.204431 | Good | 254 |
56 | Architect | 32011.890 | 2 | 6 | 4 | 3 | 12 | 9 | 0.00 | 1.0 | Good | 1215.09 | 25.130838 | NM | 66.357449 | 117.925397 | High_spent_Medium_value_payments | 346.382904 | Poor | 312 |
25 | Teacher | 34668.590 | 6 | 3 | 10 | 3 | 11 | 14 | 8.13 | 3.0 | Standard | 291.46 | 38.134513 | No | 72.266137 | 212.582855 | Low_spent_Small_value_payments | 319.455925 | Standard | 250 |
40 | Journalist | 97059.000 | 3 | 2 | 9 | 0 | 9 | 0 | 9.94 | 0.0 | Good | 192.99 | 30.202106 | No | 0.000000 | 581.648939 | Low_spent_Medium_value_payments | 527.876061 | Good | 395 |
24 | Mechanic | 20060.930 | 7 | 6 | 14 | 5 | 21 | 15 | 17.21 | 7.0 | Standard | 1445.82 | 24.358668 | Yes | 48.564731 | 72.511454 | High_spent_Medium_value_payments | 309.598231 | Standard | 94 |
35 | Engineer | 17164.730 | 3 | 6 | 18 | 3 | 9 | 8 | 14.35 | 8.0 | Standard | 172.13 | 33.860939 | Yes | 35.184358 | 207.358894 | Low_spent_Small_value_payments | 201.996164 | Standard | 112 |
21 | Entrepreneur | 9584.875 | 5 | 5 | 12 | 6 | 12 | 20 | 12.65 | 6.0 | Standard | 1414.03 | 35.298471 | NM | 24.708539 | 31.473263 | Low_spent_Small_value_payments | 298.192156 | Standard | 175 |
43 | Developer | 77613.390 | 7 | 6 | 12 | 0 | 7 | 10 | 9.01 | 6.0 | Standard | 321.59 | 35.345610 | Yes | 0.000000 | 428.605453 | Low_spent_Medium_value_payments | 469.672797 | Standard | 366 |
34 | Teacher | 69341.520 | 3 | 3 | 11 | 1 | 8 | 5 | 6.58 | 3.0 | Standard | 302.75 | 33.479174 | No | 54.605401 | 112.414533 | High_spent_Small_value_payments | 684.926066 | Standard | 183 |
35 | Writer | 67845.560 | 3 | 5 | 20 | 4 | 16 | 17 | 19.63 | 11.0 | Standard | 1478.49 | 38.064190 | Yes | 129.440559 | 181.785036 | High_spent_Medium_value_payments | 520.354072 | Poor | 225 |
48 | Engineer | 64874.080 | 3 | 5 | 8 | 0 | 14 | 0 | 0.89 | 3.0 | Good | 700.64 | 40.929064 | NM | 0.000000 | 181.816541 | High_spent_Medium_value_payments | 614.200792 | Poor | 222 |
19 | Accountant | 64692.700 | 3 | 7 | 5 | 3 | 7 | 5 | 10.58 | 4.0 | Good | 380.81 | 38.558188 | No | 129.326637 | 217.773549 | High_spent_Small_value_payments | 427.905647 | Poor | 239 |
35 | Architect | 30371.740 | 3 | 4 | 3 | 4 | 16 | 8 | 3.48 | 3.0 | Good | 202.55 | 37.699621 | No | 96.884856 | 21.473352 | High_spent_Large_value_payments | 376.339625 | Good | 0 |
29 | Engineer | 29020.310 | 0 | 4 | 6 | 2 | 3 | 4 | 9.78 | 4.0 | Good | 940.83 | 26.421126 | No | 31.813022 | 66.839098 | High_spent_Medium_value_payments | 368.983796 | Good | 279 |
49 | Journalist | 81254.120 | 3 | 5 | 15 | 0 | 11 | 9 | 6.97 | 7.0 | Standard | 442.23 | 29.394111 | Yes | 0.000000 | 238.685103 | Low_spent_Medium_value_payments | 710.932564 | Standard | 269 |
47 | Lawyer | 19749.315 | 0 | 6 | 8 | 2 | 7 | 0 | 8.68 | 1.0 | Good | 1286.51 | 33.174878 | No | 17.849500 | 0.000000 | Low_spent_Small_value_payments | 292.902422 | Standard | 283 |
41 | Entrepreneur | 35124.990 | 0 | 1 | 10 | 4 | 11 | 10 | 9.52 | 4.0 | Good | 384.22 | 33.296331 | No | 106.896464 | 31.792392 | High_spent_Medium_value_payments | 405.019394 | Good | 219 |
36 | Media_Manager | 92705.840 | 8 | 7 | 11 | 0 | 8 | 12 | 7.81 | 0.0 | Good | 633.13 | 26.980008 | No | 0.000000 | 553.750597 | Low_spent_Medium_value_payments | 521.998070 | Poor | 193 |
23 | Teacher | 35805.250 | 4 | 7 | 16 | 0 | 26 | 15 | 3.81 | 0.0 | Standard | 723.27 | 30.977699 | No | 0.000000 | 418.735273 | Low_spent_Small_value_payments | 181.941810 | Standard | 299 |
46 | Accountant | 110607.090 | 4 | 4 | 2 | 3 | 2 | 9 | 4.26 | 6.0 | Good | 1174.05 | 40.971995 | No | 154.824136 | 131.027732 | High_spent_Medium_value_payments | 863.873882 | Standard | 266 |
52 | Teacher | 29709.730 | 8 | 7 | 11 | 2 | 12 | 7 | 5.36 | 3.0 | Good | 1129.06 | 24.326350 | No | 30.761443 | 103.377183 | High_spent_Medium_value_payments | 374.642458 | Good | 383 |
41 | Lawyer | 18754.650 | 4 | 7 | 12 | 4 | 1 | 9 | 0.68 | 5.0 | Good | 863.48 | 40.833205 | No | 49.390749 | 49.098960 | High_spent_Small_value_payments | 320.399040 | Standard | 265 |
16 | Entrepreneur | 35075.000 | 6 | 3 | 9 | 5 | 6 | 10 | 7.63 | 7.0 | Standard | 1435.83 | 33.476091 | Yes | 144.383035 | 127.305852 | High_spent_Small_value_payments | 291.602779 | Poor | 121 |
50 | Manager | 32297.670 | 6 | 5 | 2 | 4 | 26 | 0 | 5.64 | 4.0 | Good | 1300.20 | 34.570477 | NM | 73.189440 | 244.675852 | Low_spent_Large_value_payments | 244.581959 | Good | 207 |
15 | Scientist | 35412.020 | 5 | 3 | 19 | 6 | 18 | 22 | 11.01 | 8.0 | Standard | 495.51 | 35.026604 | Yes | 130.725190 | 110.238483 | High_spent_Small_value_payments | 290.536493 | Standard | 208 |
17 | Doctor | 20864.930 | 5 | 4 | 25 | 7 | 11 | 9 | 16.04 | 8.0 | Standard | 1466.97 | 22.856364 | Yes | 66.288738 | 116.019372 | Low_spent_Small_value_payments | 256.166307 | Poor | 222 |
32 | Accountant | 32763.420 | 4 | 3 | 1 | 3 | 10 | 11 | 3.52 | 3.0 | Good | 284.34 | 24.580373 | No | 53.776551 | 266.366578 | Low_spent_Small_value_payments | 251.785370 | Standard | 263 |
54 | Architect | 72902.700 | 5 | 6 | 4 | 4 | 7 | 18 | 9.65 | 2.0 | Good | 1114.75 | 23.881191 | No | 180.560820 | 311.660031 | Low_spent_Small_value_payments | 422.901649 | Good | 223 |
41 | Entrepreneur | 20415.410 | 7 | 4 | 14 | 3 | 18 | 12 | 5.40 | 2.0 | Standard | 245.91 | 38.534255 | Yes | 163.172484 | 136.081810 | Low_spent_Large_value_payments | 262.610624 | Poor | 344 |
53 | Manager | 65312.730 | 3 | 5 | 20 | 1 | 20 | 20 | 5.60 | 6.0 | Standard | 466.40 | 36.369749 | No | 32.168800 | 211.327540 | High_spent_Medium_value_payments | 532.076410 | Good | 228 |
50 | Accountant | 28947.840 | 0 | 5 | 4 | 1 | 13 | 3 | 10.14 | 0.0 | Good | 928.92 | 27.887555 | No | 23.701505 | 288.011980 | Low_spent_Small_value_payments | 212.018515 | Standard | 253 |
22 | Engineer | 70483.740 | 8 | 6 | 20 | 0 | 26 | 18 | 14.68 | 7.0 | Standard | 773.20 | 38.824529 | Yes | 0.000000 | 488.631685 | Low_spent_Medium_value_payments | 354.732815 | Good | 170 |
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