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ID | Описание | Дата |
---|---|---|
d77b75e1-61fc-43f7-a64c-fda2798b0276 | revolutionize robust content | 2006-12-14 |
c9aa3d8d-6671-4c96-b7fd-4830106415ff | incentivize compelling deliverables | 1978-08-10 |
daf53ba0-ada8-4af1-a2db-5c347f6b0685 | expedite killer experiences | 2004-09-23 |
1ccf0de5-d2c4-4549-afca-798e5d60f48f | extend compelling niches | 1972-01-04 |
c0d6a6d8-148e-4536-80fa-3598145cb3a1 | matrix global interfaces | 2005-04-13 |
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 | Accountant | 49889.380 | 6 | 7 | 8 | 0 | 6 | 15 | 5.12 | 7.0 | Good | 1450.37 | 28.772218 | No | 0.000000 | 97.138172 | High_spent_Large_value_payments | 578.806661 | Standard | 335 |
49 | Architect | 28446.580 | 3 | 5 | 5 | 4 | 2 | 8 | 1.12 | 1.0 | Good | 640.40 | 37.171049 | No | 66.064027 | 104.592574 | Low_spent_Small_value_payments | 379.098232 | Good | 320 |
38 | Media_Manager | 87070.000 | 8 | 7 | 10 | 0 | 12 | 12 | 12.69 | 4.0 | Standard | 381.06 | 26.859898 | Yes | 0.000000 | 165.789914 | High_spent_Large_value_payments | 803.793419 | Standard | 305 |
49 | Manager | 16523.745 | 1 | 4 | 1 | 4 | 8 | 8 | 10.06 | 4.0 | Good | 455.49 | 31.799772 | No | 52.216169 | 54.266254 | Low_spent_Medium_value_payments | 325.215452 | Standard | 311 |
35 | Accountant | 89722.400 | 2 | 5 | 5 | 2 | 2 | 7 | 2.47 | 7.0 | Good | 1071.85 | 31.887538 | No | 101.942338 | 323.221819 | High_spent_Small_value_payments | 599.522509 | Good | 198 |
21 | Architect | 28230.080 | 8 | 5 | 19 | 2 | 14 | 21 | 16.49 | 1.0 | Standard | 1437.62 | 38.254944 | Yes | 36.864683 | 158.182664 | Low_spent_Large_value_payments | 325.103319 | Standard | 397 |
29 | Writer | 27403.020 | 5 | 6 | 5 | 4 | 18 | 8 | 7.25 | 2.0 | Standard | 1060.13 | 38.483720 | Yes | 75.224359 | 38.646849 | High_spent_Small_value_payments | 351.587292 | Standard | 352 |
45 | Accountant | 7689.715 | 6 | 5 | 30 | 8 | 24 | 22 | 6.83 | 10.0 | Bad | 1361.17 | 22.537253 | NM | 39.729651 | 14.307120 | Low_spent_Large_value_payments | 268.144187 | Poor | 214 |
43 | Scientist | 66522.060 | 8 | 4 | 7 | 3 | 26 | 13 | 15.95 | 5.0 | Standard | 561.13 | 26.957700 | Yes | 117.088005 | 81.383425 | High_spent_Medium_value_payments | 592.479070 | Standard | 184 |
54 | Developer | 92127.240 | 5 | 7 | 6 | 3 | 35 | 20 | 2.25 | 1.0 | Good | 487.54 | 25.311871 | No | 175.915944 | 189.328021 | High_spent_Large_value_payments | 659.683035 | Poor | 249 |
15 | Architect | 69860.180 | 4 | 5 | 11 | 3 | 12 | 13 | 11.85 | 8.0 | Standard | 859.03 | 26.533297 | Yes | 92.558978 | 106.094642 | High_spent_Medium_value_payments | 613.414547 | Standard | 138 |
23 | Entrepreneur | 129233.520 | 6 | 4 | 8 | 1 | 13 | 8 | 4.92 | 0.0 | Standard | 1051.42 | 28.118877 | No | 75.602221 | 943.567252 | Low_spent_Large_value_payments | 351.976527 | Standard | 315 |
52 | Entrepreneur | 36137.590 | 3 | 4 | 2 | 4 | 6 | 0 | 7.21 | 2.0 | Good | 1261.71 | 26.969885 | NM | 73.140842 | 155.947486 | High_spent_Small_value_payments | 318.558255 | Good | 331 |
49 | Engineer | 19462.925 | 1 | 1 | 8 | 4 | 8 | 0 | 5.51 | 3.0 | Good | 160.30 | 26.291316 | NM | 45.064231 | 161.142603 | Low_spent_Small_value_payments | 244.984208 | Good | 386 |
53 | Accountant | 16476.040 | 1 | 3 | 11 | 0 | 11 | 11 | 8.94 | 1.0 | Good | 303.07 | 34.765189 | No | 0.000000 | 99.702570 | Low_spent_Medium_value_payments | 290.897763 | Standard | 194 |
18 | Teacher | 29258.690 | 7 | 7 | 12 | 7 | 27 | 9 | 6.37 | 7.0 | Standard | 1285.35 | 36.726185 | Yes | 164.081471 | 199.525892 | Low_spent_Large_value_payments | 180.115054 | Standard | 150 |
20 | Scientist | 73140.380 | 3 | 5 | 15 | 1 | 9 | 12 | 14.56 | 5.0 | Standard | 1056.32 | 31.445856 | Yes | 44.981592 | 501.601823 | Low_spent_Small_value_payments | 323.319752 | Standard | 308 |
30 | Manager | 21131.710 | 8 | 5 | 17 | 1 | 9 | 10 | 11.55 | 4.0 | Standard | 34.15 | 35.098488 | Yes | 10.587151 | 106.807695 | Low_spent_Medium_value_payments | 350.902738 | Standard | 160 |
20 | Developer | 79846.480 | 5 | 3 | 1 | 2 | 16 | 0 | 6.93 | 0.0 | Good | 1187.67 | 39.094975 | NM | 132.508852 | 240.225949 | High_spent_Medium_value_payments | 534.952532 | Poor | 246 |
44 | Musician | 150256.720 | 1 | 6 | 1 | 0 | 13 | 3 | 2.69 | 2.0 | Good | 1488.34 | 40.246380 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1212.979643 | Good | 195 |
24 | Developer | 106529.800 | 4 | 3 | 16 | 0 | 6 | 17 | 10.28 | 4.0 | Standard | 1488.37 | 41.812866 | NM | 0.000000 | 200.353465 | High_spent_Large_value_payments | 930.294868 | Standard | 0 |
41 | Media_Manager | 152796.760 | 2 | 5 | 1 | 0 | 6 | 3 | 3.74 | 5.0 | Good | 1265.86 | 33.924208 | NM | 0.000000 | 328.537833 | High_spent_Medium_value_payments | 1205.968500 | Standard | 222 |
54 | Teacher | 78113.560 | 0 | 4 | 9 | 2 | 8 | 8 | 16.28 | 7.0 | Good | 978.30 | 27.266701 | No | 103.398207 | 330.039868 | Low_spent_Large_value_payments | 485.208259 | Poor | 298 |
24 | Media_Manager | 138079.960 | 2 | 4 | 8 | 0 | 5 | 9 | 9.87 | 4.0 | Good | 637.14 | 28.189700 | NM | 0.000000 | 730.371896 | Low_spent_Medium_value_payments | 684.594438 | Poor | 354 |
28 | Doctor | 16805.540 | 6 | 5 | 20 | 3 | 18 | 19 | 16.22 | 9.0 | Standard | 438.74 | 37.246480 | Yes | 24.430924 | 96.448731 | Low_spent_Small_value_payments | 314.266512 | Standard | 0 |
37 | Media_Manager | 48234.040 | 6 | 6 | 17 | 4 | 19 | 0 | 3.06 | 5.0 | Standard | 447.94 | 30.047772 | No | 153.559689 | 385.114658 | Low_spent_Large_value_payments | 160.175986 | Standard | 249 |
19 | Manager | 62152.590 | 8 | 4 | 12 | 2 | 14 | 18 | 2.75 | 4.0 | Standard | 874.60 | 32.285618 | Yes | 99.346936 | 626.970931 | Low_spent_Small_value_payments | 82.520383 | Standard | 342 |
25 | Doctor | 139391.800 | 5 | 4 | 9 | 3 | 24 | 5 | 4.05 | 2.0 | Good | 611.96 | 40.843805 | No | 175.745080 | 405.673332 | Low_spent_Medium_value_payments | 851.279921 | Poor | 400 |
36 | Entrepreneur | 81367.120 | 5 | 5 | 7 | 2 | 12 | 13 | 4.78 | 1.0 | Standard | 1039.70 | 25.013133 | No | 100.275316 | 168.139603 | High_spent_Large_value_payments | 665.944414 | Standard | 292 |
17 | Developer | 57920.580 | 8 | 5 | 16 | 3 | 12 | 8 | 19.03 | 11.0 | Standard | 1434.54 | 32.533387 | Yes | 107.279870 | 98.398124 | High_spent_Small_value_payments | 518.393506 | Poor | 81 |
46 | Entrepreneur | 83158.260 | 1 | 2 | 10 | 4 | 4 | 9 | 0.00 | 4.0 | Good | 241.08 | 34.439427 | No | 186.877567 | 575.418346 | Low_spent_Small_value_payments | 231.089587 | Good | 273 |
44 | Doctor | 32625.590 | 0 | 5 | 8 | 4 | 7 | 12 | 2.55 | 3.0 | Good | 177.90 | 33.282803 | No | 73.125008 | 149.256904 | Low_spent_Large_value_payments | 339.898005 | Standard | 349 |
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