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ID | Описание | Дата |
---|---|---|
611303bb-1072-4d07-aaf3-42cede58dd6c | aggregate e-business interfaces | 2022-06-18 |
66350429-508c-4f1c-bfcb-32303a43ba31 | productize extensible initiatives | 1971-10-04 |
4545cd81-2109-4127-88d5-51b86ee4986c | whiteboard cutting-edge e-services | 2002-02-10 |
b4b86bdc-7595-4e79-92b8-963dc88618f3 | architect B2B applications | 2015-02-20 |
6949d9ae-0afe-4310-9201-ab9d588eab25 | utilize web-enabled communities | 1971-08-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Doctor | 14224.655 | 8 | 6 | 13 | 1 | 27 | 9 | 8.10 | 5.0 | Standard | 1343.01 | 25.064072 | No | 7.642057 | 60.700617 | Low_spent_Large_value_payments | 341.196118 | Standard | 395 |
46 | Entrepreneur | 56987.920 | 4 | 5 | 7 | 1 | 0 | 5 | 8.07 | 4.0 | Good | 949.65 | 26.873451 | No | 25.658558 | 108.888295 | High_spent_Large_value_payments | 568.152480 | Good | 230 |
23 | Media_Manager | 70779.180 | 0 | 3 | 9 | 4 | 14 | 0 | 0.61 | 4.0 | Good | 1340.31 | 32.166737 | NM | 131.348312 | 54.938617 | High_spent_Large_value_payments | 639.839571 | Good | 250 |
19 | Journalist | 22318.490 | 5 | 2 | 7 | 3 | 10 | 1 | 0.00 | 0.0 | Good | 947.41 | 38.395583 | No | 39.917284 | 45.783592 | High_spent_Medium_value_payments | 377.386541 | Good | 220 |
36 | Developer | 19055.250 | 8 | 7 | 14 | 1 | 19 | 16 | 8.63 | 5.0 | Standard | 61.58 | 37.154929 | Yes | 15.430221 | 125.224242 | High_spent_Small_value_payments | 306.939287 | Standard | 266 |
48 | Media_Manager | 95421.000 | 2 | 4 | 6 | 0 | 7 | 4 | 1.36 | 2.0 | Good | 410.48 | 27.446836 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 669.945385 | Good | 215 |
43 | Journalist | 9846.550 | 5 | 6 | 16 | 1 | 11 | 12 | 13.14 | 8.0 | Standard | 550.52 | 30.811424 | Yes | 5.218466 | 61.786219 | Low_spent_Small_value_payments | 292.849898 | Poor | 224 |
52 | Manager | 22179.640 | 8 | 6 | 12 | 3 | 20 | 21 | 2.09 | 3.0 | Good | 172.29 | 34.653808 | No | 47.430115 | 26.098113 | High_spent_Medium_value_payments | 370.302106 | Standard | 382 |
27 | Doctor | 20958.750 | 9 | 9 | 21 | 8 | 57 | 25 | 1.67 | 8.0 | Bad | 1310.95 | 33.131764 | Yes | 130.528737 | 109.720029 | Low_spent_Large_value_payments | 176.807484 | Standard | 222 |
33 | Teacher | 44927.860 | 4 | 6 | 6 | 3 | 7 | 8 | 8.55 | 0.0 | Good | 762.62 | 36.210736 | No | 102.190329 | 375.358978 | Low_spent_Small_value_payments | 181.249526 | Good | 255 |
22 | Scientist | 108691.170 | 4 | 2 | 2 | 0 | 8 | 9 | 1.42 | 4.0 | Good | 1245.73 | 32.838909 | No | 0.000000 | 73.075349 | High_spent_Large_value_payments | 1083.184401 | Good | 380 |
55 | Manager | 44280.310 | 4 | 3 | 8 | 2 | 17 | 3 | 9.23 | 1.0 | Good | 1046.30 | 31.502370 | No | 72.688647 | 182.186782 | Low_spent_Small_value_payments | 422.427154 | Standard | 283 |
16 | Developer | 21826.180 | 3 | 5 | 7 | 4 | 6 | 19 | 9.86 | 11.0 | Standard | 72.03 | 35.954625 | Yes | 40.763158 | 171.867151 | Low_spent_Small_value_payments | 235.354525 | Standard | 335 |
31 | Doctor | 11826.655 | 8 | 6 | 6 | 3 | 32 | 15 | 4.97 | 6.0 | Standard | 673.14 | 24.994667 | No | 25.230202 | 94.035421 | Low_spent_Small_value_payments | 254.389835 | Standard | 318 |
46 | Doctor | 34209.800 | 3 | 1 | 7 | 0 | 12 | 3 | 7.51 | 2.0 | Good | 1039.74 | 27.343004 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 410.049409 | Standard | 308 |
50 | Media_Manager | 102940.530 | 6 | 6 | 10 | 3 | 18 | 13 | 0.99 | 1.0 | Standard | 185.84 | 31.607127 | Yes | 196.020199 | 875.359774 | Low_spent_Small_value_payments | 91.557777 | Standard | 323 |
25 | Engineer | 82382.620 | 2 | 7 | 10 | 1 | 5 | 10 | 9.18 | 5.0 | Good | 1231.32 | 31.930377 | No | 56.537626 | 744.973374 | Low_spent_Small_value_payments | 198.210833 | Good | 291 |
15 | Musician | 35891.330 | 5 | 4 | 9 | 3 | 30 | 13 | 12.46 | 5.0 | Standard | 638.27 | 25.379262 | Yes | 58.620587 | 197.392748 | Low_spent_Small_value_payments | 345.781082 | Standard | 96 |
42 | Doctor | 36439.060 | 5 | 6 | 5 | 3 | 12 | 9 | 2.12 | 2.0 | Good | 5.57 | 29.246718 | No | 59.995822 | 49.542245 | High_spent_Large_value_payments | 455.320766 | Poor | 256 |
38 | Mechanic | 88069.620 | 1 | 7 | 5 | 3 | 5 | 0 | 6.72 | 7.0 | Good | 1096.06 | 29.245935 | No | 151.489409 | 445.622929 | High_spent_Small_value_payments | 418.101162 | Standard | 255 |
23 | Journalist | 24859.960 | 4 | 7 | 12 | 3 | 9 | 11 | 4.02 | 2.0 | Standard | 407.48 | 28.009994 | No | 59.014743 | 125.763038 | High_spent_Small_value_payments | 279.788553 | Standard | 338 |
50 | Journalist | 39561.480 | 2 | 4 | 12 | 3 | 1 | 4 | 1.04 | 0.0 | Good | 839.41 | 33.655627 | No | 87.463006 | 340.988263 | Low_spent_Medium_value_payments | 197.127731 | Standard | 279 |
51 | Developer | 34593.980 | 4 | 4 | 12 | 2 | 23 | 12 | 10.47 | 4.0 | Standard | 1453.07 | 28.720888 | No | 43.335491 | 94.621184 | Low_spent_Large_value_payments | 438.126492 | Standard | 362 |
20 | Teacher | 67867.240 | 7 | 3 | 14 | 4 | 6 | 17 | 14.60 | 8.0 | Standard | 706.85 | 34.845251 | Yes | 135.009281 | 688.799958 | Low_spent_Small_value_payments | 5.151094 | Standard | 195 |
40 | Developer | 14304.010 | 4 | 4 | 1 | 2 | 8 | 7 | 11.95 | 0.0 | Good | 736.76 | 28.273676 | No | 14.972562 | 0.000000 | Low_spent_Medium_value_payments | 310.754251 | Good | 395 |
32 | Lawyer | 120017.120 | 3 | 4 | 10 | 1 | 18 | 17 | 6.94 | 0.0 | Standard | 945.27 | 31.765248 | Yes | 67.081622 | 162.665400 | High_spent_Medium_value_payments | 996.595645 | Standard | 325 |
36 | Accountant | 19724.810 | 3 | 6 | 12 | 4 | 5 | 10 | 3.68 | 0.0 | Good | 1369.40 | 34.684526 | No | 49.937919 | 143.189146 | Low_spent_Small_value_payments | 241.146352 | Good | 356 |
40 | Doctor | 83491.350 | 8 | 7 | 16 | 0 | 14 | 9 | 13.33 | 6.0 | Standard | 1057.71 | 38.841826 | Yes | 0.000000 | 564.179605 | Low_spent_Large_value_payments | 424.981645 | Good | 147 |
36 | Architect | 43570.600 | 4 | 3 | 17 | 4 | 28 | 16 | 18.81 | 4.0 | Standard | 1032.79 | 26.948616 | NM | 124.230294 | 331.115377 | Low_spent_Small_value_payments | 220.042663 | Standard | 292 |
45 | Developer | 85421.190 | 4 | 7 | 10 | 1 | 29 | 15 | 7.06 | 0.0 | Standard | 1203.57 | 28.751990 | NM | 38.053440 | 535.076709 | Low_spent_Medium_value_payments | 414.813101 | Standard | 203 |
14 | Architect | 30228.820 | 8 | 8 | 18 | 8 | 46 | 16 | 5.51 | 10.0 | Bad | 1430.80 | 30.508471 | Yes | 131.560713 | 48.437464 | High_spent_Medium_value_payments | 310.608656 | Poor | 153 |
24 | Accountant | 106707.930 | 3 | 4 | 6 | 1 | 9 | 15 | 12.34 | 6.0 | Good | 1368.65 | 37.506128 | No | 63.460678 | 215.875915 | High_spent_Large_value_payments | 828.996157 | Standard | 356 |
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