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ID | Описание | Дата |
---|---|---|
802800a5-ad54-45c4-9e59-1bb5c2eea7fe | drive dynamic convergence | 1998-04-01 |
deb61cae-7afb-4315-8d5c-45545c26e358 | target efficient mindshare | 1994-01-04 |
3e9a1504-7f78-4d12-b28d-e511767ec1fe | deliver holistic deliverables | 1993-10-09 |
fda015c8-3708-492f-9ec3-10a1d6db90dd | morph ubiquitous users | 1999-06-10 |
d4e236ff-efc6-4e4e-8fc7-2f5c199db929 | syndicate front-end markets | 2019-06-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 116594.910 | 5 | 6 | 10 | 2 | 10 | 3 | 8.47 | 0.0 | Good | 1124.02 | 24.485907 | No | 171.077024 | 1121.798496 | Low_spent_Small_value_payments | 0.000000 | Standard | 357 |
26 | Engineer | 42021.700 | 8 | 7 | 3 | 4 | 17 | 12 | 10.93 | 4.0 | Standard | 271.56 | 40.131961 | No | 109.017338 | 102.622561 | High_spent_Small_value_payments | 387.040934 | Standard | 283 |
35 | Teacher | 98887.410 | 0 | 5 | 1 | 1 | 18 | 3 | 2.16 | 5.0 | Good | 1496.80 | 27.707221 | NM | 67.188179 | 510.890993 | High_spent_Small_value_payments | 499.582577 | Standard | 272 |
50 | Media_Manager | 16558.120 | 3 | 7 | 10 | 3 | 8 | 1 | 7.57 | 1.0 | Good | 15.43 | 37.368143 | No | 35.387555 | 161.576156 | Low_spent_Small_value_payments | 214.820623 | Poor | 230 |
45 | Doctor | 42237.360 | 5 | 7 | 4 | 4 | 8 | 0 | 6.00 | 3.0 | Good | 1170.65 | 30.765097 | No | 98.455887 | 157.671168 | High_spent_Medium_value_payments | 366.450945 | Poor | 309 |
51 | Media_Manager | 14179.490 | 5 | 2 | 5 | 3 | 9 | 0 | 3.62 | 1.0 | Good | 1362.09 | 32.421027 | No | 21.898954 | 154.612450 | Low_spent_Small_value_payments | 241.151013 | Good | 368 |
26 | Mechanic | 9127.260 | 7 | 9 | 26 | 2 | 37 | 22 | 1.65 | 12.0 | Bad | 1399.89 | 31.276824 | NM | 12.881162 | 46.861228 | Low_spent_Small_value_payments | 329.418110 | Poor | 105 |
27 | Manager | 17379.785 | 0 | 1 | 1 | 4 | 4 | 3 | 5.61 | 2.0 | Good | 993.66 | 36.332271 | No | 29.422247 | 65.175303 | Low_spent_Small_value_payments | 349.033992 | Good | 255 |
26 | Media_Manager | 24898.500 | 3 | 3 | 17 | 1 | 6 | 12 | 1.25 | 1.0 | Standard | 143.27 | 23.707667 | NM | 14.664364 | 175.803764 | Low_spent_Large_value_payments | 295.019372 | Standard | 0 |
20 | Scientist | 17574.745 | 4 | 3 | 7 | 3 | 24 | 0 | 16.26 | 6.0 | Standard | 766.72 | 34.587136 | Yes | 27.025179 | 83.533994 | High_spent_Small_value_payments | 283.897035 | Standard | 286 |
22 | Lawyer | 77818.980 | 5 | 6 | 8 | 4 | 15 | 17 | 11.86 | 4.0 | Standard | 1066.38 | 27.611937 | Yes | 143.185801 | 163.167006 | High_spent_Large_value_payments | 591.038694 | Standard | 275 |
41 | Journalist | 34913.580 | 4 | 4 | 4 | 4 | 4 | 0 | 5.76 | 2.0 | Good | 758.31 | 32.389095 | No | 58.827888 | 56.940985 | High_spent_Medium_value_payments | 441.877627 | Standard | 299 |
40 | Entrepreneur | 103744.830 | 6 | 6 | 18 | 3 | 28 | 19 | 0.78 | 2.0 | Standard | 484.98 | 31.694907 | No | 160.970391 | 681.566581 | Low_spent_Medium_value_payments | 277.303277 | Standard | 321 |
25 | Doctor | 87843.690 | 1 | 4 | 2 | 3 | 11 | 6 | 0.64 | 3.0 | Good | 1009.12 | 31.641250 | No | 153.693155 | 0.000000 | High_spent_Large_value_payments | 709.128679 | Good | 185 |
24 | Journalist | 31227.350 | 4 | 6 | 6 | 3 | 9 | 15 | 14.71 | 6.0 | Standard | 1257.27 | 22.281310 | NM | 58.002914 | 263.662801 | Low_spent_Medium_value_payments | 213.062202 | Good | 134 |
30 | Musician | 125456.440 | 5 | 6 | 5 | 2 | 28 | 14 | 18.04 | 4.0 | Standard | 558.93 | 41.884995 | Yes | 188.271684 | 361.107901 | High_spent_Medium_value_payments | 755.090749 | Standard | 384 |
41 | Lawyer | 47817.320 | 3 | 6 | 13 | 1 | 7 | 12 | 10.67 | 4.0 | Standard | 180.53 | 35.703199 | Yes | 38.928159 | 40.734729 | High_spent_Large_value_payments | 541.814779 | Standard | 285 |
51 | Journalist | 37452.590 | 4 | 3 | 1 | 1 | 3 | 9 | 4.11 | 8.0 | Good | 1286.40 | 32.677199 | No | 29.054273 | 292.040097 | Low_spent_Medium_value_payments | 255.110547 | Standard | 246 |
34 | Lawyer | 20587.960 | 8 | 5 | 12 | 2 | 30 | 1900 | 13.87 | 1.0 | Standard | 854.63 | 40.268489 | Yes | 26.533165 | 0.000000 | Low_spent_Medium_value_payments | 339.188949 | Standard | 215 |
32 | Engineer | 48305.180 | 8 | 7 | 7 | 2 | 24 | 12 | 8.19 | 5.0 | Standard | 1410.73 | 35.568527 | Yes | 42.222706 | 75.350250 | High_spent_Medium_value_payments | 563.870211 | Standard | 270 |
29 | Journalist | 45827.740 | 5 | 6 | 6 | 2 | 11 | 8 | 2.33 | 2.0 | Standard | 978.02 | 30.548755 | No | 53.711241 | 50.313065 | High_spent_Medium_value_payments | 541.373528 | Standard | 0 |
38 | Mechanic | 43825.160 | 2 | 5 | 9 | 0 | 15 | 11 | 5.37 | 2.0 | Good | 445.91 | 37.538558 | No | 0.000000 | 169.700476 | Low_spent_Large_value_payments | 485.509190 | Good | 364 |
28 | Writer | 36320.130 | 7 | 6 | 5 | 4 | 17 | 13 | 10.71 | 2.0 | Standard | 759.44 | 41.031800 | No | 106.813070 | 269.727301 | Low_spent_Small_value_payments | 240.627378 | Poor | 194 |
26 | Accountant | 42062.810 | 1 | 5 | 5 | 3 | 12 | 10 | 7.88 | 2.0 | Good | 93.73 | 25.511477 | No | 78.475649 | 103.929183 | High_spent_Small_value_payments | 414.818584 | Standard | 217 |
36 | Musician | 21863.800 | 7 | 3 | 14 | 2 | 10 | 12 | 10.68 | 2.0 | Standard | 1377.13 | 37.813325 | Yes | 26.054137 | 165.560479 | Low_spent_Medium_value_payments | 277.983718 | Standard | 360 |
40 | Doctor | 28698.060 | 8 | 5 | 20 | 7 | 21 | 11 | 8.43 | 6.0 | Standard | 1364.23 | 24.865215 | Yes | 96.957940 | 186.727881 | Low_spent_Small_value_payments | 238.964679 | Standard | 71 |
21 | Teacher | 38882.520 | 7 | 3 | 19 | 3 | 27 | 19 | 12.83 | 6.0 | Standard | 1191.50 | 29.963100 | Yes | 61.055085 | 62.799393 | High_spent_Medium_value_payments | 444.766522 | Standard | 282 |
46 | Architect | 85515.940 | 5 | 3 | 11 | 3 | 13 | 1 | 11.50 | 0.0 | Good | 163.56 | 32.092845 | No | 156.046867 | 156.188252 | High_spent_Large_value_payments | 652.397714 | Standard | 287 |
41 | Teacher | 15811.830 | 5 | 6 | 6 | 6 | 26 | 13 | 11.25 | 5.0 | Standard | 171.80 | 24.633441 | Yes | 62.484666 | 93.749120 | Low_spent_Small_value_payments | 286.531464 | Standard | 97 |
28 | Architect | 41597.890 | 4 | 1 | 6 | 0 | 8 | 11 | 5.97 | 4.0 | Good | 611.96 | 29.612101 | No | 0.000000 | 277.983701 | Low_spent_Large_value_payments | 361.165383 | Good | 0 |
45 | Architect | 171613.600 | 5 | 3 | 5 | 0 | 12 | 0 | 2.75 | 1.0 | Good | 753.93 | 45.243259 | NM | 0.000000 | 381.743506 | High_spent_Medium_value_payments | 1283.669827 | Standard | 336 |
28 | Mechanic | 17013.290 | 2 | 1 | 10 | 1 | 6 | 2 | 7.93 | 2.0 | Good | 1452.79 | 38.652595 | No | 13.109663 | 83.731083 | Low_spent_Small_value_payments | 325.836671 | Good | 0 |
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