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ID | Описание | Дата |
---|---|---|
c8879045-d458-4206-b5a6-eb2974bd4e9d | reinvent cross-platform functionalities | 2023-05-16 |
d6635d83-f940-4d7c-9630-6f9c269b91b6 | deliver ubiquitous architectures | 2013-04-14 |
e8dba5f6-b5c7-4898-9094-7aa7e6b431f2 | exploit virtual e-business | 2022-06-21 |
0810476f-7046-4e48-95e0-cd9259a70ce9 | enhance magnetic schemas | 2001-05-03 |
e5865565-9b87-404b-9443-0135ffe57bdf | generate ubiquitous paradigms | 2014-08-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Writer | 115643.010 | 3 | 7 | 2 | 3 | 18 | 1 | 6.89 | 1.0 | Good | 951.36 | 34.281014 | No | 195.394009 | 116.463913 | High_spent_Medium_value_payments | 929.233828 | Poor | 221 |
45 | Media_Manager | 66881.200 | 3 | 5 | 17 | 2 | 22 | 20 | 11.85 | 4.0 | Standard | 240.60 | 27.735874 | Yes | 56.793960 | 510.814584 | Low_spent_Small_value_payments | 309.734789 | Standard | 162 |
54 | Developer | 25506.530 | 3 | 6 | 10 | 2 | 29 | 13 | 6.54 | 1.0 | Standard | 43.06 | 34.146347 | No | 161.446516 | 33.908178 | High_spent_Large_value_payments | 398.813021 | Standard | 243 |
30 | Architect | 31936.050 | 3 | 7 | 11 | 4 | 5 | 10 | 14.79 | 1.0 | Standard | 1380.76 | 25.344974 | NM | 98.147453 | 0.000000 | High_spent_Small_value_payments | 258.117138 | Standard | 307 |
40 | Media_Manager | 20127.115 | 4 | 4 | 8 | 2 | 9 | 0 | 10.59 | 5.0 | Good | 328.91 | 29.528934 | No | 29.959540 | 46.388357 | High_spent_Large_value_payments | 343.678061 | Standard | 220 |
50 | Entrepreneur | 97637.400 | 3 | 6 | 3 | 1 | 18 | 14 | 7.15 | 1.0 | Good | 82.11 | 41.662560 | No | 48.952272 | 303.822144 | High_spent_Medium_value_payments | 713.170584 | Good | 311 |
20 | Entrepreneur | 52410.920 | 3 | 4 | 6 | 4 | 8 | 16 | 8.63 | 3.0 | Standard | 361.32 | 30.269755 | Yes | 92.601291 | 229.491769 | Low_spent_Medium_value_payments | 405.864607 | Standard | 0 |
42 | Engineer | 58966.890 | 5 | 5 | 7 | 0 | 28 | 18 | 11.77 | 8.0 | Standard | 1452.98 | 28.985777 | Yes | 0.000000 | 432.510185 | Low_spent_Large_value_payments | 300.380565 | Standard | 229 |
52 | Musician | 70978.780 | 0 | 3 | 3 | 3 | 9 | 11 | 6.13 | 3.0 | Good | 967.88 | 33.677513 | NM | 143.869971 | 739.573760 | Low_spent_Small_value_payments | 0.000000 | Good | 395 |
51 | Media_Manager | 35976.970 | 2 | 3 | 12 | 3 | 2 | 2 | 9.61 | 2.0 | Good | 568.67 | 34.793488 | No | 53.686329 | 0.000000 | High_spent_Small_value_payments | 358.614812 | Good | 374 |
37 | Entrepreneur | 32470.080 | 6 | 6 | 19 | 2 | 13 | 14 | 17.11 | 11.0 | Standard | 1456.87 | 37.926445 | Yes | 51.987693 | 0.000000 | Low_spent_Small_value_payments | 152.104413 | Poor | 210 |
44 | Journalist | 16943.505 | 4 | 6 | 11 | 1 | 24 | 0 | 5.93 | 5.0 | Good | 961.19 | 40.098903 | No | 11.203244 | 68.446337 | Low_spent_Small_value_payments | 348.646294 | Good | 309 |
37 | Manager | 127770.520 | 4 | 3 | 1 | 1 | 14 | 10 | 2.68 | 4.0 | Good | 1213.59 | 38.761230 | No | 92.251924 | 923.503859 | Low_spent_Large_value_payments | 297.298550 | Standard | 347 |
41 | Lawyer | 19543.580 | 7 | 9 | 24 | 6 | 25 | 17 | 9.08 | 10.0 | Bad | 1362.43 | 39.816908 | Yes | 94.227909 | 19.667738 | High_spent_Large_value_payments | 266.167520 | Standard | 209 |
45 | Journalist | 37618.300 | 4 | 7 | 3 | 3 | 17 | 5 | 0.85 | 4.0 | Good | 821.60 | 24.851890 | No | 79.939018 | 184.340995 | Low_spent_Medium_value_payments | 344.305821 | Standard | 368 |
23 | Musician | 106168.770 | 0 | 4 | 9 | 3 | 2 | 9 | 4.62 | 4.0 | Good | 525.82 | 34.403625 | NM | 191.448806 | 224.324126 | High_spent_Large_value_payments | 694.266819 | Standard | 0 |
36 | Mechanic | 24577.480 | 5 | 5 | 18 | 6 | 22 | 15 | 11.91 | 5.0 | Standard | 844.54 | 22.174932 | Yes | 95.538487 | 144.608000 | Low_spent_Large_value_payments | 235.365846 | Standard | 172 |
27 | Scientist | 18060.640 | 8 | 7 | 23 | 3 | 34 | 22 | 3.13 | 7.0 | Bad | 1384.96 | 34.047618 | Yes | 30.223229 | 100.643926 | Low_spent_Medium_value_payments | 277.138178 | Poor | 0 |
37 | Scientist | 60537.180 | 7 | 4 | 6 | 2 | 24 | 19 | 11.93 | 2.0 | Standard | 393.50 | 35.535551 | Yes | 99.211255 | 604.973354 | Low_spent_Small_value_payments | 104.091891 | Standard | 369 |
46 | Accountant | 21412.855 | 5 | 4 | 7 | 2 | 0 | 7 | 11.76 | 3.0 | Good | 107.79 | 40.374055 | NM | 21.292807 | 133.054701 | Low_spent_Large_value_payments | 286.492950 | Standard | 302 |
49 | Entrepreneur | 133628.520 | 3 | 4 | 3 | 0 | 12 | 14 | 3.88 | 3.0 | Good | 135.75 | 30.369324 | No | 0.000000 | 1139.510039 | Low_spent_Medium_value_payments | 270.360961 | Good | 220 |
23 | Journalist | 105151.320 | 6 | 3 | 11 | 0 | 25 | 18 | 8.78 | 9.0 | Standard | 689.43 | 40.697084 | Yes | 0.000000 | 78.114160 | High_spent_Large_value_payments | 1048.046840 | Standard | 372 |
39 | Accountant | 30366.040 | 5 | 3 | 10 | 1 | 12 | 2 | 0.00 | 1.0 | Good | 670.53 | 33.075547 | No | 16.296356 | 36.623368 | High_spent_Large_value_payments | 426.630609 | Good | 201 |
18 | Media_Manager | 40846.360 | 3 | 2 | 7 | 1 | 3 | 7 | 6.53 | 1.0 | Good | 1262.52 | 39.750793 | No | 28.162839 | 0.000000 | Low_spent_Small_value_payments | 427.834205 | Good | 227 |
45 | Engineer | 41541.800 | 3 | 4 | 12 | 4 | 13 | 8 | 15.49 | 4.0 | Good | 1052.87 | 29.376040 | No | 87.351795 | 192.924051 | High_spent_Small_value_payments | 299.705821 | Standard | 196 |
33 | Doctor | 15126.800 | 6 | 10 | 20 | 2 | 43 | 23 | 5.43 | 7.0 | Bad | 1424.74 | 38.523057 | Yes | 17.724191 | 86.014152 | Low_spent_Small_value_payments | 288.218324 | Poor | 219 |
19 | Architect | 58832.190 | 8 | 3 | 10 | 3 | 15 | 12 | 8.02 | 0.0 | Standard | 809.32 | 29.240789 | No | 121.418995 | 39.806815 | High_spent_Large_value_payments | 561.542440 | Standard | 274 |
39 | Architect | 35846.520 | 4 | 3 | 19 | 3 | 23 | 22 | 17.92 | 8.0 | Standard | 332.22 | 36.793414 | Yes | 84.346034 | 103.966759 | Low_spent_Large_value_payments | 383.108208 | Standard | 241 |
22 | Entrepreneur | 82410.120 | 0 | 3 | 3 | 1 | 0 | 11 | 0.89 | 4.0 | Good | 587.66 | 39.531674 | No | 56.203542 | 160.156670 | High_spent_Medium_value_payments | 726.990788 | Good | 384 |
23 | Engineer | 7160.835 | 10 | 9 | 16 | 5 | 25 | 18 | 15.51 | 11.0 | Standard | 1285.23 | 34.621010 | Yes | 25.072510 | 45.250337 | Low_spent_Small_value_payments | 262.850778 | Poor | 240 |
28 | Media_Manager | 10620.460 | 6 | 5 | 11 | 1 | 20 | 18 | 3.36 | 1.0 | Standard | 1014.29 | 31.484860 | No | 7.375661 | 45.876956 | Low_spent_Small_value_payments | 316.951216 | Standard | 287 |
38 | Architect | 62661.540 | 5 | 5 | 12 | 1 | 14 | 19 | 7.20 | 1.0 | Good | 466.20 | 33.771955 | No | 32.721131 | 100.463857 | High_spent_Medium_value_payments | 622.194512 | Good | 329 |
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