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ID | Описание | Дата |
---|---|---|
9e318a43-225d-42a7-bcb5-cdcaa96567ec | engage efficient experiences | 2004-04-04 |
a3a9cb71-fb9b-4a7c-b708-1f8b0d7c5fd0 | disintermediate efficient e-commerce | 1991-10-08 |
feaf1936-4ccd-46c5-a094-356bf228ca8f | engineer scalable users | 1981-01-11 |
d56ea7fd-c007-44d6-8433-4abf441b21a9 | engage next-generation eyeballs | 1972-02-03 |
29e1fbcd-b3d2-41a2-805b-4bfea90fbfe9 | exploit real-time web-readiness | 2010-01-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Teacher | 32284.620 | 6 | 7 | 17 | 6 | 13 | 12 | 2.22 | 10.0 | Standard | 1283.37 | 27.930124 | Yes | 103.037560 | 359.771832 | Low_spent_Small_value_payments | 117.029107 | Standard | 84 |
28 | Entrepreneur | 59751.780 | 7 | 7 | 17 | 4 | 22 | 13 | 16.82 | 9.0 | Standard | 1485.94 | 25.951962 | Yes | 116.298417 | 79.229273 | High_spent_Large_value_payments | 548.903810 | Poor | 190 |
45 | Accountant | 15989.085 | 5 | 4 | 2 | 4 | 13 | 15 | 0.50 | 3.0 | Good | 665.82 | 36.907826 | No | 33.797021 | 146.632891 | Low_spent_Small_value_payments | 218.212463 | Good | 235 |
33 | Doctor | 19633.990 | 7 | 9 | 32 | 4 | 47 | 19 | 7.41 | 10.0 | Bad | 1457.54 | 26.966062 | Yes | 62.671262 | 100.880899 | High_spent_Small_value_payments | 268.464422 | Poor | 135 |
47 | Accountant | 38873.010 | 5 | 7 | 12 | 4 | 12 | 11 | 5.42 | 8.0 | Good | 17.87 | 30.072247 | No | 83.285703 | 79.472443 | High_spent_Large_value_payments | 405.983604 | Good | 342 |
15 | Scientist | 35593.160 | 6 | 10 | 27 | 4 | 50 | 22 | 15.67 | 11.0 | Bad | 1368.27 | 37.580092 | Yes | 72.421755 | 80.884048 | Low_spent_Large_value_payments | 387.803864 | Standard | 77 |
27 | Accountant | 45783.320 | 7 | 7 | 18 | 0 | 5 | 0 | 10.25 | 6.0 | Standard | 608.27 | 38.047500 | NM | 0.000000 | 104.089355 | High_spent_Medium_value_payments | 510.238312 | Standard | 201 |
48 | Engineer | 18894.020 | 0 | 3 | 7 | 2 | 5 | 3 | 3.83 | 3.0 | Good | 501.22 | 24.508655 | No | 29.579944 | 132.547543 | Low_spent_Medium_value_payments | 270.322680 | Good | 285 |
31 | Engineer | 39340.720 | 4 | 2 | 9 | 0 | 0 | 1 | 4.98 | 0.0 | Good | 1482.22 | 28.082056 | No | 0.000000 | 48.218260 | High_spent_Large_value_payments | 545.221074 | Standard | 316 |
18 | Doctor | 33579.270 | 6 | 5 | 20 | 3 | 18 | 14 | 13.51 | 7.0 | Standard | 517.80 | 23.883852 | Yes | 70.928507 | 105.587649 | High_spent_Medium_value_payments | 325.811094 | Standard | 256 |
36 | Entrepreneur | 11629.690 | 7 | 3 | 4 | 0 | 18 | 19 | 8.42 | 4.0 | Good | 517.34 | 33.005046 | NM | 0.000000 | 23.218956 | High_spent_Large_value_payments | 343.095127 | Good | 332 |
34 | Accountant | 38027.680 | 5 | 6 | 10 | 4 | 13 | 8 | 15.04 | 4.0 | Standard | 286.94 | 35.021851 | Yes | 99.328280 | 34.967895 | High_spent_Medium_value_payments | 437.201157 | Standard | 311 |
49 | Lawyer | 10328.580 | 6 | 4 | 11 | 1 | 29 | 18 | 8.49 | 1.0 | Standard | 1137.12 | 27.583202 | Yes | 4.462837 | 127.889898 | Low_spent_Small_value_payments | 269.518764 | Standard | 279 |
25 | Media_Manager | 87095.610 | 0 | 7 | 7 | 3 | 15 | 7 | 8.77 | 0.0 | Good | 1005.15 | 33.539819 | No | 158.709886 | 0.000000 | High_spent_Medium_value_payments | 634.992468 | Good | 396 |
25 | Manager | 66376.280 | 3 | 5 | 15 | 3 | 27 | 12 | 7.14 | 3.0 | Standard | 1482.30 | 24.759906 | Yes | 104.631775 | 307.325756 | High_spent_Small_value_payments | 420.378135 | Standard | 396 |
44 | Scientist | 80370.320 | 8 | 7 | 17 | 0 | 27 | 11 | 15.36 | 4.0 | Standard | 1135.98 | 30.037074 | Yes | 0.000000 | 652.874097 | Low_spent_Medium_value_payments | 312.778570 | Standard | 332 |
43 | Mechanic | 32827.250 | 5 | 5 | 5 | 3 | 16 | 9 | 13.82 | 9.0 | Standard | 1271.28 | 34.363503 | Yes | 49.535082 | 376.473664 | Low_spent_Small_value_payments | 146.851671 | Good | 327 |
43 | Engineer | 37819.130 | 0 | 3 | 1 | 4 | 9 | 1 | 7.63 | 1.0 | Good | 754.73 | 24.558524 | No | 79.448728 | 252.029750 | Low_spent_Large_value_payments | 257.080939 | Poor | 332 |
28 | Journalist | 15383.460 | 3 | 2 | 1 | 4 | 8 | 14 | 6.03 | 4.0 | Good | 511.27 | 25.972350 | No | 31.671143 | 120.663193 | Low_spent_Small_value_payments | 270.261165 | Good | 211 |
23 | Musician | 33121.690 | 3 | 4 | 1 | 1 | 15 | 7 | 10.51 | 9.0 | Good | 1343.70 | 25.619779 | No | 14.482413 | 124.987529 | Low_spent_Large_value_payments | 431.444142 | Good | 229 |
46 | Engineer | 139631.080 | 3 | 4 | 12 | 0 | 9 | 0 | 5.67 | 4.0 | Good | 202.29 | 35.208439 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1162.945323 | Standard | 250 |
20 | Musician | 99161.820 | 3 | 6 | 8 | 0 | 2 | 9 | 1.83 | 3.0 | Good | 1159.42 | 29.594391 | No | 0.000000 | 129.039528 | High_spent_Large_value_payments | 916.508972 | Good | 316 |
55 | Musician | 143829.560 | 3 | 3 | 12 | 0 | 15 | 11 | 3.32 | 2.0 | Standard | 269.26 | 34.581906 | No | 0.000000 | 1093.875133 | Low_spent_Medium_value_payments | 361.704534 | Standard | 315 |
36 | Scientist | 60783.450 | 6 | 7 | 13 | 0 | 17 | 19 | 11.69 | 0.0 | Standard | 46.28 | 34.205438 | Yes | 0.000000 | 280.217153 | Low_spent_Small_value_payments | 520.211597 | Standard | 377 |
36 | Accountant | 39843.140 | 6 | 3 | 10 | 3 | 25 | 10 | 1.59 | 2.0 | Standard | 461.36 | 33.684651 | No | 83.787113 | 0.000000 | Low_spent_Medium_value_payments | 184.697246 | Standard | 208 |
19 | Scientist | 53057.640 | 9 | 10 | 20 | 6 | 24 | 14 | 19.20 | 9.0 | Standard | 1491.01 | 31.144864 | Yes | 150.786014 | 167.463461 | High_spent_Small_value_payments | 411.297525 | Standard | 181 |
35 | Accountant | 64930.470 | 4 | 7 | 20 | 2 | 15 | 19 | 0.00 | 4.0 | Standard | 1239.09 | 23.966187 | Yes | 91.129712 | 127.129545 | High_spent_Large_value_payments | 550.427993 | Standard | 267 |
49 | Architect | 14540.485 | 2 | 4 | 3 | 2 | 8 | 8 | 9.90 | 1.0 | Good | 1408.37 | 28.126632 | No | 18.267032 | 165.773144 | Low_spent_Small_value_payments | 233.930532 | Standard | 302 |
37 | Engineer | 17421.640 | 3 | 3 | 13 | 4 | 26 | 12 | 12.61 | 7.0 | Standard | 1442.10 | 28.046338 | Yes | 31.204613 | 86.222113 | Low_spent_Small_value_payments | 337.153607 | Standard | 70 |
41 | Entrepreneur | 15258.950 | 3 | 6 | 1 | 0 | 1 | 5 | 10.06 | 5.0 | Good | 1075.37 | 29.637577 | No | 0.000000 | 65.664540 | High_spent_Small_value_payments | 345.193377 | Good | 0 |
15 | Entrepreneur | 30305.190 | 8 | 4 | 16 | 6 | 24 | 10 | 12.17 | 5.0 | Standard | 258.04 | 27.964412 | Yes | 119.335644 | 181.212333 | Low_spent_Small_value_payments | 218.695273 | Standard | 0 |
24 | Architect | 21488.170 | 4 | 4 | 7 | 3 | 8 | 11 | 2.86 | 1.0 | Good | 553.06 | 26.095309 | No | 42.431512 | 45.632198 | Low_spent_Medium_value_payments | 360.104373 | Standard | 218 |
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