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ID | Описание | Дата |
---|---|---|
6ed5a30f-b518-45f5-bcf0-3a42644186b3 | implement scalable e-markets | 2014-07-06 |
a1480dba-2531-4d12-8519-a911f71be3b2 | scale clicks-and-mortar info-mediaries | 2002-03-25 |
0f53cdbb-0a56-4f9b-8647-da804814c3a0 | engineer out-of-the-box users | 1995-04-20 |
02ec6533-561b-4633-8758-c286c3d2a556 | target compelling e-services | 1984-04-08 |
dcf50b87-c7db-4623-88e4-04c013c4b83c | engage bricks-and-clicks info-mediaries | 1995-09-30 |
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 | Architect | 23404.860 | 6 | 5 | 7 | 0 | 12 | 16 | 15.82 | 5.0 | Standard | 35.54 | 27.526903 | Yes | 0.000000 | 34.388427 | High_spent_Large_value_payments | 395.552073 | Standard | 348 |
47 | Entrepreneur | 36346.130 | 8 | 6 | 11 | 3 | 21 | 18 | 10.54 | 4.0 | Good | 1252.46 | 37.031756 | No | 89.061554 | 73.251176 | High_spent_Medium_value_payments | 406.571687 | Good | 262 |
23 | Developer | 36496.380 | 8 | 3 | 30 | 3 | 12 | 18 | 12.46 | 10.0 | Standard | 1328.69 | 35.695300 | NM | 45.812349 | 58.419201 | High_spent_Small_value_payments | 449.204950 | Poor | 70 |
29 | Entrepreneur | 85926.780 | 3 | 7 | 8 | 1 | 28 | 13 | 16.54 | 4.0 | Standard | 542.13 | 24.438964 | Yes | 61.891287 | 889.247236 | Low_spent_Small_value_payments | 74.017977 | Standard | 377 |
34 | Engineer | 36237.510 | 7 | 3 | 15 | 3 | 23 | 0 | 19.68 | 7.0 | Standard | 588.79 | 29.881211 | Yes | 59.882252 | 231.529880 | Low_spent_Small_value_payments | 288.867119 | Standard | 237 |
29 | Accountant | 45250.170 | 4 | 3 | 15 | 6 | 28 | 15 | 17.93 | 7.0 | Standard | 492.07 | 30.862596 | Yes | 173.811229 | 53.808521 | High_spent_Medium_value_payments | 397.565000 | Standard | 136 |
24 | Accountant | 136747.800 | 4 | 3 | 6 | 2 | 9 | 11 | 7.11 | 2.0 | Standard | 37.75 | 38.991482 | Yes | 135.763782 | 0.000000 | Low_spent_Medium_value_payments | 297.252737 | Standard | 0 |
43 | Writer | 35319.260 | 4 | 3 | 7 | 4 | 5 | 3 | 6.66 | 3.0 | Good | 140.19 | 26.530480 | No | 112.736238 | 254.049329 | Low_spent_Small_value_payments | 231.441600 | Standard | 350 |
53 | Scientist | 65598.440 | 1 | 3 | 11 | 1 | 6 | 2 | 6.34 | 2.0 | Good | 306.98 | 32.326752 | No | 33.106060 | 279.443176 | Low_spent_Large_value_payments | 516.804431 | Standard | 392 |
19 | Media_Manager | 34746.020 | 4 | 4 | 17 | 1 | 19 | 23 | 3.36 | 3.0 | Standard | 1258.88 | 36.142400 | No | 18.860773 | 0.000000 | Low_spent_Large_value_payments | 420.000321 | Standard | 225 |
29 | Manager | 10302.935 | 3 | 4 | 12 | 3 | 21 | 11 | 7.89 | 2.0 | Standard | 786.85 | 30.526512 | Yes | 19.157731 | 104.630390 | Low_spent_Small_value_payments | 261.169671 | Standard | 251 |
42 | Entrepreneur | 22298.540 | 5 | 3 | 6 | 4 | 18 | 0 | 11.61 | 6.0 | Standard | 727.07 | 30.634395 | Yes | 52.425070 | 193.853090 | Low_spent_Small_value_payments | 247.043007 | Standard | 229 |
27 | Architect | 33235.350 | 3 | 5 | 19 | 0 | 14 | 9 | 3.86 | 4.0 | Standard | 212.69 | 26.593292 | Yes | 0.000000 | 370.054894 | Low_spent_Small_value_payments | 211.006356 | Standard | 0 |
49 | Mechanic | 20194.020 | 3 | 5 | 14 | 3 | 20 | 17 | 13.14 | 2.0 | Standard | 1472.07 | 27.037372 | Yes | 31.715563 | 202.292733 | Low_spent_Small_value_payments | 211.375204 | Standard | 250 |
44 | Developer | 82920.200 | 4 | 7 | 7 | 3 | 6 | 8 | 2.04 | 3.0 | Good | 1197.23 | 26.061130 | No | 163.046591 | 189.188659 | Low_spent_Medium_value_payments | 647.866416 | Standard | 328 |
37 | Lawyer | 8058.875 | 9 | 10 | 30 | 4 | 52 | 16 | 15.70 | 10.0 | Bad | 1266.82 | 28.614413 | Yes | 25.129949 | 32.691562 | Low_spent_Medium_value_payments | 273.035780 | Poor | 120 |
35 | Mechanic | 10095.545 | 5 | 3 | 13 | 4 | 26 | 16 | 2.26 | 1.0 | Standard | 1205.77 | 26.221971 | No | 20.024833 | 50.484760 | Low_spent_Small_value_payments | 295.019948 | Standard | 0 |
50 | Scientist | 121962.900 | 0 | 4 | 11 | 3 | 13 | 5 | 5.66 | 3.0 | Good | 339.01 | 34.569798 | No | 182.097921 | 729.536030 | Low_spent_Large_value_payments | 363.923549 | Good | 370 |
30 | Musician | 121944.200 | 3 | 6 | 2 | 1 | 23 | 17 | 9.16 | 2.0 | Good | 1344.25 | 36.662852 | No | 56.035600 | 0.000000 | High_spent_Large_value_payments | 993.253635 | Standard | 361 |
29 | Musician | 160930.320 | 4 | 1 | 1 | 1 | 6 | 10 | 0.61 | 8.0 | Good | 1083.49 | 41.361071 | No | 83.048864 | 0.000000 | High_spent_Large_value_payments | 1264.524157 | Standard | 364 |
40 | Mechanic | 36446.260 | 4 | 5 | 8 | 0 | 15 | 10 | 11.67 | 0.0 | Good | 334.38 | 38.105156 | No | 0.000000 | 136.218175 | Low_spent_Medium_value_payments | 436.100658 | Good | 0 |
34 | Accountant | 54265.540 | 3 | 5 | 5 | 2 | 23 | 0 | 4.78 | 5.0 | Standard | 545.37 | 38.525529 | No | 82.105500 | 72.486176 | High_spent_Large_value_payments | 510.221158 | Good | 279 |
29 | Architect | 45144.800 | 4 | 3 | 13 | 1 | 18 | 22 | 6.06 | 2.0 | Standard | 1112.58 | 27.802446 | No | 36.151423 | 45.493187 | High_spent_Medium_value_payments | 566.362056 | Standard | 263 |
55 | Teacher | 72579.720 | 6 | 6 | 20 | 0 | 20 | 10 | 7.97 | 3.0 | Standard | 314.20 | 35.986196 | Yes | 0.000000 | 428.547479 | Low_spent_Large_value_payments | 433.083521 | Standard | 232 |
34 | Architect | 17738.305 | 7 | 4 | 13 | 1 | 18 | 11 | 12.90 | 6.0 | Standard | 661.03 | 35.945066 | Yes | 11.737738 | 55.510066 | Low_spent_Medium_value_payments | 354.671404 | Standard | 259 |
39 | Manager | 24709.330 | 5 | 5 | 6 | 3 | 27 | 11 | 7.00 | 1.0 | Good | 413.18 | 38.162437 | No | 196.027162 | 0.000000 | Low_spent_Small_value_payments | 366.068350 | Poor | 213 |
43 | Scientist | 12144.580 | 4 | 5 | 7 | 3 | 26 | 9 | 17.63 | 2.0 | Standard | 1292.76 | 29.956266 | Yes | 23.119784 | 93.287928 | Low_spent_Large_value_payments | 254.197121 | Standard | 321 |
54 | Architect | 36920.360 | 0 | 6 | 3 | 0 | 9 | 1 | 11.94 | 5.0 | Good | 881.00 | 26.247677 | No | 0.000000 | 73.447587 | High_spent_Large_value_payments | 478.522079 | Standard | 328 |
25 | Doctor | 107242.640 | 4 | 2 | 6 | 1 | 14 | 0 | 11.66 | 3.0 | Good | 258.85 | 27.393976 | No | 73.533361 | 262.052735 | High_spent_Medium_value_payments | 812.402571 | Standard | 392 |
56 | Manager | 65586.320 | 1 | 3 | 12 | 4 | 8 | 7 | 0.86 | 4.0 | Good | 1434.88 | 32.121931 | No | 120.064205 | 150.643159 | Low_spent_Large_value_payments | 519.545302 | Good | 0 |
29 | Musician | 23550.470 | 4 | 6 | 15 | 4 | 15 | 15 | 10.10 | 8.0 | Standard | 937.64 | 31.127996 | Yes | 63.242914 | 102.406530 | Low_spent_Large_value_payments | 296.604472 | Standard | 261 |
44 | Teacher | 28702.520 | 5 | 6 | 9 | 3 | 8 | 5 | 10.16 | 2.0 | Standard | 1005.41 | 34.945341 | Yes | 36.650814 | 109.707309 | Low_spent_Small_value_payments | 385.729544 | Standard | 0 |
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