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ID | Описание | Дата |
---|---|---|
3b4f4d6d-5f7e-4a9c-a1e4-35c9875ec312 | disintermediate bleeding-edge partnerships | 2005-06-12 |
f1c5c5a5-846d-4280-ada2-4a94cc3b7f57 | utilize enterprise experiences | 2001-12-19 |
f8110d41-b4b9-4580-b624-c67c4b243626 | strategize value-added networks | 1976-04-09 |
75ea7f80-56e2-4028-b78c-e835eb961c26 | innovate customized e-markets | 2007-03-04 |
74958fd3-d9ee-4540-a6c7-24b5a77ef307 | engage customized experiences | 1995-01-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Manager | 68935.260 | 1 | 5 | 8 | 3 | 14 | 5 | 3.25 | 4.0 | Good | 457.81 | 27.604759 | No | 102.796309 | 215.038283 | High_spent_Medium_value_payments | 484.025909 | Good | 307 |
38 | Journalist | 16893.440 | 6 | 9 | 25 | 3 | 57 | 14 | 7.98 | 11.0 | Standard | 1397.24 | 25.362259 | Yes | 32.222388 | 89.575901 | Low_spent_Medium_value_payments | 314.980378 | Poor | 177 |
25 | Entrepreneur | 33063.590 | 8 | 3 | 6 | 7 | 11 | 18 | 5.19 | 5.0 | Standard | 788.40 | 36.702843 | Yes | 143.756721 | 220.955816 | Low_spent_Medium_value_payments | 189.417380 | Standard | 212 |
39 | Mechanic | 69102.090 | 8 | 3 | 15 | 1 | 10 | 15 | 18.85 | 5.0 | Standard | 106.97 | 29.510430 | NM | 45.605749 | 88.358845 | High_spent_Large_value_payments | 708.786156 | Good | 249 |
18 | Doctor | 107893.680 | 3 | 4 | 5 | 2 | 23 | 11 | 9.47 | 8.0 | Good | 644.40 | 24.236426 | No | 116.657141 | 534.042654 | Low_spent_Small_value_payments | 530.414205 | Good | 0 |
35 | Manager | 8304.890 | 3 | 4 | 20 | 3 | 19 | 18 | 13.27 | 7.0 | Standard | 1383.25 | 39.095255 | Yes | 19.524668 | 100.939627 | Low_spent_Small_value_payments | 250.643122 | Standard | 241 |
30 | Developer | 135883.000 | 6 | 7 | 8 | 1 | 9 | 13 | 11.73 | 2.0 | Standard | 132.78 | 43.570983 | Yes | 109.075164 | 130.595389 | High_spent_Medium_value_payments | 1143.387780 | Standard | 275 |
40 | Architect | 27026.950 | 4 | 3 | 11 | 2 | 30 | 19 | 13.51 | 0.0 | Standard | 678.53 | 36.326962 | Yes | 38.268058 | 263.679359 | Low_spent_Small_value_payments | 189.177166 | Standard | 281 |
29 | Engineer | 114450.720 | 7 | 3 | 5 | 0 | 27 | 19 | 1.61 | 2.0 | Standard | 850.96 | 32.908937 | No | 0.000000 | 373.821109 | High_spent_Medium_value_payments | 819.234891 | Good | 344 |
32 | Doctor | 30819.560 | 7 | 3 | 9 | 4 | 8 | 11 | 7.68 | 5.0 | Standard | 401.26 | 22.477659 | Yes | 96.848591 | 86.917758 | Low_spent_Small_value_payments | 360.963318 | Standard | 172 |
24 | Scientist | 20837.540 | 4 | 6 | 4 | 1 | 8 | 5 | 10.49 | 2.0 | Good | 1160.42 | 28.893879 | No | 16.868166 | 148.809808 | Low_spent_Small_value_payments | 294.768193 | Poor | 277 |
38 | Lawyer | 7261.910 | 5 | 7 | 12 | 6 | 30 | 17 | 22.98 | 12.0 | Standard | 908.02 | 33.750526 | NM | 35.461801 | 16.198856 | High_spent_Medium_value_payments | 237.655260 | Good | 107 |
49 | Mechanic | 29605.900 | 8 | 6 | 16 | 3 | 21 | 11 | 18.62 | 3.0 | Standard | 786.55 | 31.197592 | Yes | 53.928457 | 255.752361 | Low_spent_Medium_value_payments | 228.235015 | Standard | 367 |
34 | Writer | 86163.520 | 6 | 7 | 6 | 3 | 28 | 5 | 9.88 | 5.0 | Good | 717.37 | 30.619336 | No | 184.824235 | 140.982142 | High_spent_Medium_value_payments | 637.522956 | Good | 382 |
23 | Teacher | 71010.440 | 3 | 7 | 15 | 0 | 12 | 12 | 0.00 | 11.0 | Standard | 1472.81 | 41.384372 | Yes | 0.000000 | 218.568441 | High_spent_Medium_value_payments | 598.185226 | Standard | 0 |
26 | Teacher | 16945.210 | 7 | 7 | 17 | 2 | 49 | 27 | 3.66 | 6.0 | Bad | 1286.12 | 29.729541 | Yes | 27.211884 | 119.983725 | Low_spent_Small_value_payments | 258.514475 | Poor | 232 |
32 | Developer | 17733.320 | 5 | 5 | 19 | 3 | 8 | 10 | 0.00 | 3.0 | Standard | 111.83 | 37.179927 | No | 25.978460 | 123.476862 | Low_spent_Large_value_payments | 289.322344 | Standard | 248 |
41 | Media_Manager | 106602.630 | 7 | 5 | 12 | 2 | 28 | 19 | 11.33 | 5.0 | Standard | 962.51 | 42.255273 | No | 125.914263 | 97.378065 | High_spent_Large_value_payments | 909.162922 | Standard | 363 |
54 | Doctor | 29617.700 | 4 | 2 | 6 | 2 | 12 | 7 | 8.70 | 0.0 | Good | 761.16 | 26.545917 | No | 27.041140 | 0.000000 | High_spent_Large_value_payments | 399.635158 | Good | 221 |
36 | Developer | 25580.340 | 5 | 3 | 7 | 2 | 22 | 11 | 15.39 | 6.0 | Standard | 17.60 | 37.282216 | Yes | 31.815728 | 0.000000 | Low_spent_Small_value_payments | 236.627293 | Standard | 233 |
17 | Entrepreneur | 31944.720 | 4 | 4 | 11 | 5 | 22 | 18 | 16.91 | 6.0 | Standard | 696.79 | 37.796685 | Yes | 83.713975 | 128.445677 | Low_spent_Small_value_payments | 319.546348 | Standard | 103 |
27 | Writer | 39453.740 | 5 | 1 | 6 | 1 | 4 | 2 | 0.80 | 6.0 | Good | 1432.03 | 30.022766 | No | 26.008763 | 295.564543 | Low_spent_Small_value_payments | 293.907861 | Good | 350 |
48 | Doctor | 22431.610 | 5 | 6 | 5 | 0 | 3 | 3 | 2.86 | 3.0 | Good | 1450.57 | 25.845209 | No | 0.000000 | 22.658196 | High_spent_Large_value_payments | 394.871888 | Good | 207 |
28 | Lawyer | 31500.550 | 1 | 4 | 6 | 0 | 14 | 11 | 4.79 | 1.0 | Good | 861.13 | 35.392522 | No | 0.000000 | 63.673340 | High_spent_Large_value_payments | 442.831244 | Standard | 227 |
15 | Mechanic | 43359.360 | 4 | 7 | 13 | 4 | 26 | 20 | 18.95 | 7.0 | Standard | 1254.45 | 31.164184 | Yes | 87.588510 | 98.767088 | Low_spent_Large_value_payments | 443.372402 | Standard | 376 |
47 | Musician | 36016.780 | 1 | 4 | 3 | 1 | 13 | 3 | 10.85 | 0.0 | Good | 202.67 | 25.787310 | No | 18.478105 | 113.773422 | High_spent_Small_value_payments | 403.588306 | Good | 0 |
30 | Musician | 78188.840 | 3 | 6 | 17 | 3 | 14 | 19 | 13.56 | 8.0 | Standard | 605.86 | 33.904406 | Yes | 195.102346 | 293.744275 | Low_spent_Large_value_payments | 410.827045 | Standard | 180 |
22 | Entrepreneur | 37360.940 | 10 | 5 | 33 | 5 | 44 | 12 | 9.89 | 11.0 | Standard | 1271.23 | 36.475308 | NM | 93.341747 | 148.637076 | High_spent_Small_value_payments | 304.462344 | Poor | 141 |
38 | Accountant | 79621.260 | 8 | 7 | 12 | 3 | 5 | 11 | 8.31 | 8.0 | Standard | 1376.01 | 38.537105 | Yes | 140.048586 | 147.411700 | High_spent_Small_value_payments | 653.550213 | Poor | 222 |
31 | Architect | 13566.770 | 6 | 7 | 6 | 2 | 11 | 17 | 6.96 | 1.0 | Good | 559.89 | 39.014114 | No | 16.744331 | 94.128588 | Low_spent_Medium_value_payments | 282.183497 | Good | 303 |
20 | Journalist | 17718.855 | 5 | 1 | 12 | 0 | 2 | 12 | 9.09 | 1.0 | Good | 1169.20 | 32.287639 | No | 0.000000 | 58.775296 | Low_spent_Medium_value_payments | 344.281829 | Standard | 298 |
29 | Accountant | 37471.520 | 5 | 4 | 8 | 4 | 13 | 0 | 7.40 | 4.0 | Good | 962.64 | 37.804710 | No | 107.189437 | 169.246791 | Low_spent_Small_value_payments | 345.726439 | Poor | 340 |
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