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ID | Описание | Дата |
---|---|---|
ce1a780f-4b6d-4347-9ec7-c1258c9be410 | transform e-business solutions | 2002-02-22 |
d88f314c-8ce1-490f-b70a-574eb3fbf51e | optimize innovative partnerships | 2021-04-26 |
ffaad49d-7b9c-4f54-8407-9ae97721329a | cultivate cross-platform interfaces | 1997-08-09 |
e910cf89-d813-48d5-ac5a-ef6208f29e07 | transform one-to-one applications | 1995-01-02 |
aa6245e3-9946-413e-b3d7-47b692911988 | reinvent transparent portals | 2019-03-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Scientist | 31993.780 | 6 | 6 | 7 | 2 | 8 | 16 | 6.28 | 1.0 | Standard | 818.22 | 36.012794 | Yes | 45.141298 | 97.588203 | Low_spent_Large_value_payments | 421.485332 | Standard | 209 |
27 | Engineer | 49023.220 | 5 | 5 | 13 | 2 | 6 | 13 | 11.48 | 3.0 | Standard | 270.20 | 31.948161 | No | 62.741073 | 0.000000 | High_spent_Medium_value_payments | 558.381593 | Standard | 318 |
28 | Writer | 29344.530 | 5 | 7 | 10 | 2 | 18 | 11 | 8.19 | 7.0 | Standard | 779.69 | 27.730065 | Yes | 24.675390 | 0.000000 | High_spent_Medium_value_payments | 395.522427 | Good | 150 |
42 | Media_Manager | 15294387.000 | 0 | 4 | 11 | 3 | 0 | 3 | 16.86 | 5.0 | Good | 595.80 | 35.967077 | No | 59.155213 | 30.402124 | High_spent_Medium_value_payments | 441.347497 | Standard | 188 |
40 | Mechanic | 30493.340 | 5 | 5 | 11 | 4 | 13 | 7 | 7.11 | 2.0 | Good | 448.51 | 27.958511 | No | 94.482428 | 140.185145 | High_spent_Small_value_payments | 278.043594 | Standard | 284 |
30 | Entrepreneur | 89064.520 | 5 | 3 | 1 | 1 | 6 | 0 | 6.37 | 3.0 | Good | 648.36 | 39.348316 | No | 37.572751 | 178.101354 | Low_spent_Large_value_payments | 779.930229 | Good | 357 |
52 | Journalist | 40019.000 | 2 | 1 | 2 | 4 | 1 | 4 | 3.58 | 2.0 | Good | 1445.81 | 35.252997 | No | 70.340340 | 102.749991 | High_spent_Medium_value_payments | 417.101335 | Good | 242 |
54 | Accountant | 12924.770 | 5 | 7 | 5 | 2 | 17 | 17 | 12.70 | 2.0 | Standard | 149.02 | 27.420408 | Yes | 11.515263 | 0.000000 | Low_spent_Medium_value_payments | 288.023510 | Standard | 391 |
40 | Accountant | 97384.440 | 1 | 3 | 8 | 1 | 20 | 12 | 0.52 | 4.0 | Good | 405.45 | 43.583969 | No | 77.284943 | 0.000000 | Low_spent_Large_value_payments | 765.245662 | Poor | 338 |
31 | Teacher | 75908.660 | 4 | 4 | 12 | 4 | 8 | 6 | 8.49 | 3.0 | Good | 58.50 | 34.060812 | No | 186.257397 | 377.911486 | High_spent_Small_value_payments | 317.903284 | Good | 395 |
43 | Accountant | 61804.340 | 4 | 7 | 12 | 3 | 9 | 12 | 10.39 | 2.0 | Good | 179.87 | 28.372279 | No | 147.015949 | 50.871099 | High_spent_Large_value_payments | 564.949118 | Standard | 184 |
25 | Teacher | 137428.160 | 3 | 5 | 5 | 2 | 11 | 4 | 10.88 | 2.0 | Good | 1151.71 | 39.867210 | No | 139.825541 | 125.175162 | High_spent_Large_value_payments | 1110.533964 | Good | 313 |
41 | Scientist | 72618.320 | 5 | 6 | 14 | 3 | 6 | 17 | 9.02 | 1.0 | Standard | 805.95 | 37.494265 | No | 127.500729 | 384.303058 | Low_spent_Large_value_payments | 387.748880 | Standard | 330 |
47 | Writer | 95858.310 | 3 | 6 | 6 | 2 | 25 | 11 | 6.89 | 3.0 | Good | 345.07 | 35.205311 | No | 149.800920 | 441.612521 | High_spent_Small_value_payments | 470.505809 | Good | 294 |
39 | Writer | 10737.365 | 8 | 4 | 14 | 4 | 18 | 16 | 16.61 | 8.0 | Standard | 1126.18 | 36.095978 | Yes | 19.502581 | 84.430850 | Low_spent_Small_value_payments | 274.544611 | Standard | 226 |
18 | Engineer | 118042.880 | 6 | 3 | 9 | 1 | 29 | 10 | 1.09 | 0.0 | Standard | 1476.36 | 43.009820 | Yes | 56.101296 | 300.430617 | High_spent_Medium_value_payments | 875.858754 | Standard | 214 |
40 | Mechanic | 32749.150 | 0 | 2 | 3 | 4 | 0 | 7 | 2.46 | 3.0 | Good | 98.55 | 29.110940 | NM | 105.362019 | 251.917328 | Low_spent_Small_value_payments | 192.830237 | Standard | 275 |
32 | Mechanic | 73871.320 | 5 | 7 | 10 | 0 | 20 | 18 | 4.01 | 4.0 | Standard | 217.57 | 39.717212 | No | 0.000000 | 49.878186 | High_spent_Large_value_payments | 788.716147 | Standard | 184 |
19 | Engineer | 34860.050 | 3 | 1 | 10 | 3 | 14 | 0 | 9.60 | 2.0 | Good | 1218.18 | 37.308407 | NM | 51.292325 | 80.981379 | Low_spent_Large_value_payments | 399.926713 | Standard | 275 |
32 | Doctor | 85770.420 | 4 | 6 | 3 | 2 | 9 | 9 | 7.15 | 2.0 | Good | 257.80 | 40.603109 | No | 75.051422 | 82.958795 | High_spent_Large_value_payments | 820.643282 | Good | 202 |
35 | Mechanic | 131253.810 | 1 | 1 | 8 | 0 | 1 | 8 | 4.14 | 1.0 | Good | 519.38 | 33.847266 | No | 0.000000 | 293.227090 | High_spent_Small_value_payments | 1073.654660 | Good | 264 |
49 | Architect | 67106.790 | 5 | 5 | 6 | 3 | 6 | 19 | 7.22 | 4.0 | Standard | 836.88 | 33.663050 | Yes | 89.772854 | 0.000000 | High_spent_Small_value_payments | 653.801509 | Standard | 221 |
20 | Journalist | 16380.170 | 4 | 5 | 8 | 0 | 25 | 12 | 9.58 | 2.0 | Standard | 996.18 | 37.134036 | NM | 0.000000 | 14.441980 | High_spent_Large_value_payments | 369.659437 | Good | 234 |
35 | Musician | 64721.580 | 3 | 6 | 5 | 1 | 18 | 14 | 10.15 | 3.0 | Standard | 559.19 | 23.725786 | Yes | 33.164525 | 470.107882 | Low_spent_Large_value_payments | 279.674093 | Standard | 367 |
26 | Teacher | 22419.740 | 4 | 7 | 9 | 5 | 19 | 0 | 14.47 | 11.0 | Standard | 346.91 | 30.617475 | Yes | 69.494048 | 77.967314 | Low_spent_Large_value_payments | 298.569805 | Good | 0 |
26 | Engineer | 93550.950 | 3 | 5 | 11 | 0 | 19 | 10 | 7.03 | 4.0 | Standard | 1272.54 | 38.362698 | Yes | 0.000000 | 278.892009 | Low_spent_Medium_value_payments | 785.899241 | Standard | 0 |
35 | Developer | 36787.050 | 7 | 7 | 10 | 0 | 7 | 9 | 10.17 | 0.0 | Good | 540.29 | 35.063510 | No | 0.000000 | 315.769711 | Low_spent_Small_value_payments | 309.389039 | Poor | 189 |
42 | Writer | 109978.170 | 4 | 3 | 7 | 1 | 30 | 20 | 5.84 | 0.0 | Standard | 1155.21 | 27.460508 | No | 78.749713 | 352.357035 | High_spent_Medium_value_payments | 732.878002 | Standard | 219 |
41 | Mechanic | 8283.985 | 8 | 4 | 17 | 5 | 26 | 9 | 14.47 | 6.0 | Standard | 1225.06 | 29.029478 | Yes | 27.717670 | 77.687855 | Low_spent_Small_value_payments | 261.027683 | Poor | 148 |
24 | Entrepreneur | 20287.130 | 4 | 6 | 11 | 0 | 29 | 13 | 14.98 | 8.0 | Standard | 19.94 | 33.477222 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 319.718572 | Standard | 0 |
53 | Media_Manager | 33991.620 | 3 | 6 | 6 | 4 | 4 | 5 | 9.48 | 0.0 | Good | 1326.98 | 23.998935 | No | 57.748615 | 49.415700 | High_spent_Medium_value_payments | 440.199186 | Standard | 327 |
45 | Writer | 43534.900 | 3 | 6 | 15 | 4 | 8 | 18 | 16.51 | 7.0 | Standard | 314.58 | 34.559910 | Yes | 100.408045 | 468.447575 | Low_spent_Small_value_payments | 97.035213 | Standard | 224 |
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