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ID | Описание | Дата |
---|---|---|
1513d161-dab8-482d-a817-9fa3ae2d0c69 | disintermediate rich e-services | 2022-08-03 |
4216b524-81f7-4ec0-acaa-25cb33cf8a9a | e-enable granular architectures | 1989-08-13 |
b62dbb70-09c8-407e-8eb1-472e04bbd0b8 | integrate real-time synergies | 1986-09-07 |
7abe7d86-76d3-49c5-8686-b614383ed348 | synthesize scalable e-business | 1985-06-25 |
958ddad6-26d7-4db4-8a23-7c7650afab0f | integrate interactive niches | 1994-11-11 |
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 | Writer | 108415.000 | 3 | 5 | 16 | 1 | 14 | 18 | 16.33 | 4.0 | Standard | 1075.84 | 35.189466 | Yes | 76.857563 | 286.349475 | Low_spent_Large_value_payments | 791.651295 | Standard | 326 |
25 | Mechanic | 12985.715 | 4 | 3 | 15 | 1 | 5 | 13 | 9.02 | 4.0 | Standard | 355.39 | 37.154647 | Yes | 8.733920 | 85.074015 | Low_spent_Large_value_payments | 292.606357 | Standard | 372 |
34 | Engineer | 42018.210 | 0 | 7 | 6 | 2 | 2 | 8 | 10.27 | 0.0 | Good | 421.99 | 30.776069 | NM | 46.287657 | 102.954660 | Low_spent_Large_value_payments | 475.209433 | Good | 237 |
38 | Developer | 20226.280 | 8 | 6 | 14 | 2 | 28 | 9 | 10.79 | 8.0 | Standard | 767.58 | 29.891436 | Yes | 26.831344 | 63.887064 | High_spent_Small_value_payments | 331.033926 | Standard | 105 |
47 | Teacher | 57728.220 | 4 | 6 | 8 | 4 | 28 | 6 | 9.20 | 3.0 | Good | 167.02 | 24.059205 | NM | 174.141939 | 222.665242 | Low_spent_Small_value_payments | 359.361319 | Good | 238 |
31 | Lawyer | 22853.370 | 6 | 3 | 12 | 1 | 29 | 18 | 6.68 | 2.0 | Standard | 423.83 | 30.070677 | Yes | 12.319785 | 78.137742 | Low_spent_Large_value_payments | 350.387224 | Standard | 239 |
30 | Doctor | 15293.550 | 7 | 3 | 18 | 3 | 24 | 13 | 17.87 | 7.0 | Standard | 939.47 | 25.061401 | Yes | 23.754683 | 0.000000 | Low_spent_Small_value_payments | 308.419048 | Standard | 0 |
49 | Scientist | 32357.410 | 5 | 3 | 9 | 0 | 17 | 19 | 8.89 | 8.0 | Good | 681.22 | 29.350799 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 450.463017 | Standard | 321 |
35 | Teacher | 22373.535 | 5 | 5 | 10 | 2 | 2 | 6 | 8.24 | 0.0 | Good | 1472.78 | 25.628851 | No | 31.947799 | 33.747744 | High_spent_Medium_value_payments | 398.050582 | Good | 296 |
36 | Architect | 128141.190 | 4 | 4 | 3 | 2 | 12 | 10 | 11.42 | 0.0 | Good | 198.77 | 39.197629 | No | 121.577707 | 131.960253 | High_spent_Medium_value_payments | 1077.705290 | Standard | 0 |
30 | Architect | 12186.425 | 6 | 5 | 8 | 1 | 25 | 20 | 8.95 | 6.0 | Good | 176.84 | 26.940988 | No | 9.584438 | 99.046214 | Low_spent_Small_value_payments | 280.522890 | Standard | 217 |
31 | Mechanic | 63525.640 | 4 | 7 | 9 | 3 | 14 | 5 | 10.73 | 2.0 | Good | 1016.00 | 23.553717 | No | 145.929560 | 0.000000 | Low_spent_Small_value_payments | 70.356147 | Good | 0 |
28 | Lawyer | 24613.730 | 8 | 3 | 11 | 3 | 14 | 7 | 8.18 | 4.0 | Good | 637.25 | 27.905854 | No | 56.501456 | 154.018351 | Low_spent_Large_value_payments | 286.394610 | Good | 300 |
52 | Manager | 108171.630 | 3 | 4 | 7 | 3 | 14 | 9 | 12.24 | 4.0 | Good | 461.19 | 22.748178 | No | 145.870633 | 935.815609 | Low_spent_Medium_value_payments | 107.844008 | Poor | 355 |
36 | Lawyer | 77631.280 | 0 | 3 | 4 | 0 | 2 | 1 | 2.94 | 2.0 | Good | 1136.29 | 40.082045 | No | 0.000000 | 131.402269 | High_spent_Small_value_payments | 769.625064 | Good | 264 |
37 | Entrepreneur | 71111.100 | 8 | 6 | 14 | 2 | 26 | 0 | 0.00 | 4.0 | Standard | 1085.48 | 33.810700 | NM | 80.104390 | 54.574211 | High_spent_Large_value_payments | 716.713899 | Standard | 121 |
22 | Accountant | 80983.640 | 6 | 3 | 15 | 4 | 19 | 0 | 16.91 | 7.0 | Standard | 982.44 | 37.804118 | Yes | 188.456595 | 261.690179 | Low_spent_Large_value_payments | 489.116893 | Standard | 336 |
43 | Lawyer | 34744.150 | 3 | 2 | 3 | 3 | 1 | 12 | 5.48 | 3.0 | Good | 219.59 | 27.002804 | No | 52.218894 | 257.324246 | Low_spent_Large_value_payments | 238.891443 | Good | 396 |
22 | Musician | 59978.520 | 6 | 7 | 13 | 0 | 5 | 13 | 4.54 | 3.0 | Standard | 479.07 | 31.672175 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 675.712077 | Standard | 357 |
35 | Architect | 58176.600 | 6 | 4 | 13 | 3 | 19 | 14 | 6.38 | 4.0 | Standard | 1457.80 | 26.462916 | Yes | 120.080572 | 180.571121 | High_spent_Medium_value_payments | 454.753307 | Poor | 175 |
30 | Engineer | 12860.845 | 3 | 7 | 8 | 0 | 19 | 17 | 10.55 | 0.0 | Standard | 209.28 | 24.864242 | No | 0.000000 | 81.876408 | Low_spent_Small_value_payments | 304.797301 | Poor | 337 |
19 | Accountant | 177696.920 | 5 | 5 | 9 | 1 | 13 | 9 | 11.50 | 3.0 | Good | 1182.91 | 49.564519 | No | 74.732590 | 121.328983 | High_spent_Large_value_payments | 1552.946094 | Standard | 305 |
45 | Lawyer | 34534.820 | 3 | 6 | 8 | 1 | 7 | 6 | 1.16 | 8.0 | Good | 132.98 | 33.508017 | No | 23.394635 | 81.217958 | High_spent_Medium_value_payments | 461.977574 | Standard | 379 |
32 | Entrepreneur | 20618.070 | 9 | 7 | 27 | 5 | 34 | 15 | 9.76 | 12.0 | Bad | 1424.45 | 32.725524 | Yes | 48.454130 | 176.908726 | Low_spent_Small_value_payments | 208.054394 | Poor | 147 |
19 | Teacher | 16888.405 | 6 | 6 | 16 | 1 | 29 | 14 | 11.17 | 0.0 | Standard | 724.57 | 37.263742 | No | 8.157936 | 23.566158 | High_spent_Medium_value_payments | 374.712614 | Standard | 310 |
38 | Media_Manager | 107991.540 | 1 | 3 | 1 | 1 | 3 | 13 | 0.40 | 4.0 | Good | 1163.93 | 30.897559 | No | 68.641039 | 241.122991 | High_spent_Small_value_payments | 826.565470 | Standard | 0 |
23 | Mechanic | 15710.555 | 4 | 5 | 19 | 4 | 21 | 14 | 2.58 | 0.0 | Standard | 442.17 | 28.774302 | No | 26.492123 | 62.476513 | Low_spent_Small_value_payments | 330.052656 | Standard | 295 |
46 | Teacher | 17737.600 | 4 | 7 | 8 | 0 | 6 | 2 | 13.20 | 3.0 | Good | 1420.93 | 29.378896 | NM | 0.000000 | 137.260288 | Low_spent_Small_value_payments | 278.753046 | Standard | 310 |
35 | Writer | 125062.920 | 5 | 3 | 11 | 1 | 15 | 7 | 10.49 | 4.0 | Good | 1424.96 | 39.168733 | NM | 73.981294 | 510.611870 | Low_spent_Medium_value_payments | 720.497836 | Standard | 247 |
27 | Lawyer | 37070.000 | 3 | 4 | 4 | 4 | 14 | 11 | 10.73 | 1.0 | Good | 387.26 | 38.061669 | NM | 103.092665 | 0.000000 | Low_spent_Small_value_payments | 375.315912 | Standard | 333 |
28 | Media_Manager | 85677.300 | 1 | 5 | 8 | 1 | 14 | 5 | 8.66 | 2.0 | Good | 415.77 | 38.216825 | No | 49.672081 | 670.864363 | Low_spent_Medium_value_payments | 273.441056 | Good | 352 |
38 | Manager | 85744.120 | 6 | 7 | 11 | 2 | 30 | 18 | 18.08 | 5.0 | Standard | 717.79 | 34.310531 | Yes | 72.099176 | 388.675270 | Low_spent_Large_value_payments | 521.759887 | Standard | 188 |
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