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ID | Описание | Дата |
---|---|---|
0da7812f-e735-4fcd-96ba-60a9a4335a88 | strategize interactive models | 2009-12-27 |
a1430060-276c-44d1-9d59-e6aa56b52fc0 | grow cross-media methodologies | 1998-12-29 |
fa446850-1c72-40ce-83b3-c3d116665739 | deploy world-class markets | 1991-11-09 |
8431edb1-01c5-4eaa-88d8-32da2371d09a | re-contextualize holistic ROI | 1997-04-20 |
736d5a32-bab3-4d75-9fe4-f4f24ba33d32 | orchestrate wireless interfaces | 1981-05-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Engineer | 19777.050 | 5 | 3 | 3 | 3 | 19 | 3 | 5.95 | 1.0 | Good | 186.16 | 38.135961 | No | 29.045533 | 65.375037 | Low_spent_Medium_value_payments | 358.388179 | Poor | 266 |
47 | Writer | 35670.660 | 0 | 6 | 6 | 0 | 10 | 7 | 3.16 | 3.0 | Good | 1324.42 | 25.975132 | No | 0.000000 | 96.123291 | High_spent_Medium_value_payments | 461.932209 | Poor | 344 |
41 | Doctor | 45238.040 | 7 | 6 | 7 | 7 | 25 | 8 | 9.25 | 8.0 | Standard | 1017.45 | 25.548645 | Yes | 147.695329 | 362.039091 | Low_spent_Small_value_payments | 174.049247 | Standard | 111 |
37 | Teacher | 98759.910 | 5 | 7 | 3 | 2 | 13 | 0 | 4.24 | 3.0 | Good | 1371.02 | 31.864979 | NM | 98.721279 | 424.089653 | Low_spent_Large_value_payments | 599.688319 | Poor | 317 |
29 | Mechanic | 68667.560 | 7 | 6 | 21 | 3 | 26 | 9 | 15.03 | 7.0 | Standard | 1384.94 | 29.621519 | Yes | 146.827453 | 135.180102 | High_spent_Large_value_payments | 550.922112 | Poor | 112 |
34 | Engineer | 169293.520 | 2 | 4 | 5 | 1 | 11 | 5 | 10.22 | 1.0 | Good | 931.52 | 34.994122 | No | 92.040080 | 1572.803231 | Low_spent_Small_value_payments | 61.736022 | Good | 370 |
26 | Writer | 46010.310 | 7 | 8 | 15 | 3 | 27 | 0 | 7.93 | 12.0 | Bad | 1380.78 | 31.442301 | Yes | 87.482682 | 287.229857 | Low_spent_Large_value_payments | 264.506711 | Standard | 138 |
31 | Accountant | 15289.330 | 8 | 6 | 12 | 7 | 23 | 18 | 11.29 | 8.0 | Standard | 12.90 | 24.491340 | Yes | 44.720548 | 106.299982 | Low_spent_Small_value_payments | 280.690554 | Standard | 89 |
21 | Architect | 67518.810 | 8 | 5 | 8 | 1 | 9 | 14 | 9.88 | 3.0 | Standard | 264.70 | 35.641206 | NM | 28.658581 | 340.336146 | High_spent_Small_value_payments | 427.562023 | Standard | 268 |
36 | Musician | 58145.220 | 4 | 7 | 9 | 2 | 1 | 0 | 6.76 | 4.0 | Good | 171.06 | 39.775228 | No | 82.441722 | 0.000000 | Low_spent_Large_value_payments | 457.651500 | Standard | 352 |
55 | Manager | 20515.940 | 7 | 5 | 15 | 2 | 21 | 19 | 7.47 | 1.0 | Standard | 878.79 | 31.735622 | NM | 20.774306 | 152.564687 | Low_spent_Small_value_payments | 281.627173 | Standard | 181 |
29 | Scientist | 30028.290 | 3 | 6 | 10 | 4 | 16 | 16 | 17.65 | 8.0 | Standard | 1410.84 | 29.686771 | Yes | 76.320405 | 178.796864 | Low_spent_Medium_value_payments | 253.518481 | Standard | 86 |
38 | Accountant | 86529.480 | 7 | 5 | 19 | 2 | 5 | 12 | 7.22 | 1.0 | Standard | 1102.41 | 35.216398 | No | 86.597652 | 452.488983 | Low_spent_Small_value_payments | 497.292366 | Standard | 237 |
46 | Entrepreneur | 17132.905 | 1 | 5 | 5 | 2 | 4 | 602 | 2.16 | 0.0 | Good | 1107.05 | 33.878436 | NM | 15.401792 | 75.735757 | Low_spent_Small_value_payments | 327.236659 | Good | 0 |
27 | Lawyer | 97900.400 | 3 | 5 | 18 | 1 | 22 | 17 | 7.90 | 5.0 | Standard | 891.71 | 32.281266 | No | 53.592263 | 533.448530 | Low_spent_Medium_value_payments | 520.895874 | Standard | 340 |
41 | Engineer | 15957.410 | 8 | 5 | 7 | 3 | 19 | 0 | 16.33 | 4.0 | Standard | 1269.87 | 22.642181 | Yes | 25.048554 | 67.495821 | Low_spent_Large_value_payments | 281.434041 | Standard | 125 |
47 | Lawyer | 18613.045 | 1 | 3 | 5 | 3 | 29 | 8 | 11.54 | 4.0 | Good | 1288.31 | 36.259044 | No | 34.396064 | 90.050182 | High_spent_Small_value_payments | 274.962463 | Poor | 198 |
40 | Architect | 116346.930 | 0 | 3 | 9 | 3 | 2 | 5 | 6.23 | 1.0 | Good | 115.22 | 37.937129 | No | 183.001320 | 111.360930 | High_spent_Large_value_payments | 927.095500 | Good | 362 |
20 | Manager | 16348.870 | 10 | 9 | 24 | 7 | 28 | 18 | 7.75 | 9.0 | Bad | 1440.67 | 27.367413 | Yes | 59.174881 | 0.000000 | High_spent_Large_value_payments | 325.175649 | Standard | 81 |
27 | Teacher | 94256.480 | 6 | 4 | 8 | 3 | 19 | 20 | 10.43 | 7.0 | Standard | 191.78 | 31.295208 | Yes | 148.754925 | 177.955564 | High_spent_Small_value_payments | 689.160178 | Standard | 75 |
43 | Developer | 35263.090 | 2 | 3 | 8 | 2 | 5 | 4 | 8.85 | 6.0 | Good | 856.33 | 31.559012 | No | 41.677359 | 53.475929 | High_spent_Medium_value_payments | 435.705795 | Good | 346 |
27 | Architect | 64845.800 | 5 | 6 | 12 | 2 | 15 | 11 | 7.13 | 6.0 | Standard | 528.95 | 26.340958 | NM | 75.913472 | 101.145593 | High_spent_Medium_value_payments | 630.422602 | Standard | 76 |
23 | Writer | 127524.810 | 0 | 3 | 9 | 0 | 11 | 5 | 7.12 | 2.0 | Good | 59.58 | 37.620791 | No | 0.000000 | 804.867104 | Low_spent_Medium_value_payments | 566.939646 | Standard | 292 |
18 | Musician | 32989.450 | 5 | 3 | 2 | 4 | 7 | 0 | 1.47 | 0.0 | Good | 40.48 | 29.236769 | No | 80.955394 | 279.039135 | Low_spent_Small_value_payments | 193.717555 | Good | 193 |
44 | Developer | 10381.565 | 8 | 3 | 7 | 4 | 9 | 0 | 14.53 | 3.0 | Standard | 728.73 | 26.498621 | No | 22.413720 | 75.336878 | Low_spent_Small_value_payments | 294.662443 | Standard | 298 |
23 | Lawyer | 23035.150 | 6 | 7 | 17 | 5 | 22 | 16 | 19.39 | 4.0 | Standard | 954.44 | 37.728749 | Yes | 91.774611 | 141.017826 | Low_spent_Large_value_payments | 227.367146 | Standard | 96 |
31 | Engineer | 26053.360 | 8 | 6 | 11 | 2 | 12 | 17 | 13.13 | 0.0 | Standard | 1339.71 | 29.099879 | Yes | 39.729983 | 184.751170 | Low_spent_Small_value_payments | 271.430180 | Standard | 285 |
34 | Journalist | 27947.050 | 8 | 6 | 9 | 7 | 20 | 19 | 8.84 | 5.0 | Standard | 172.39 | 35.363306 | NM | 148.799066 | 0.000000 | High_spent_Small_value_payments | 242.012497 | Standard | 169 |
25 | Journalist | 26175.310 | 8 | 4 | 11 | 0 | 10 | 8 | 0.00 | 4.0 | Standard | 601.78 | 38.691928 | Yes | 0.000000 | 137.343468 | Low_spent_Small_value_payments | 370.184116 | Standard | 114 |
54 | Lawyer | 119014.200 | 4 | 2 | 12 | 2 | 6 | 2 | 8.22 | 3.0 | Good | 189.33 | 22.705864 | No | 178.420856 | 1079.142525 | Low_spent_Small_value_payments | 44.121619 | Good | 0 |
42 | Lawyer | 15819.120 | 5 | 6 | 9 | 0 | 17 | 0 | 8.95 | 1.0 | Standard | 114.81 | 32.811827 | No | 0.000000 | 164.752256 | Low_spent_Small_value_payments | 264.573744 | Standard | 294 |
25 | Accountant | 123915.990 | 3 | 6 | 8 | 2 | 2 | 2 | 8.37 | 8.0 | Good | 1394.91 | 28.345468 | No | 156.988147 | 220.730714 | High_spent_Large_value_payments | 895.914389 | Standard | 204 |
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