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ID | Описание | Дата |
---|---|---|
2af68976-d009-4344-89e8-ef51e576890a | brand dynamic metrics | 1990-04-19 |
5ee28e70-b286-42ce-b6f0-e42492d522d4 | enhance collaborative initiatives | 1987-06-29 |
65d6c7f6-f0eb-49c6-a6b3-186ed00b017d | syndicate cross-media portals | 1977-05-19 |
a16cae44-e309-410c-95b9-ee955a6d7902 | generate enterprise portals | 1990-10-12 |
1f46cc81-da4c-47bd-bdaf-ccee7f456927 | exploit dot-com models | 2001-07-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Teacher | 19180.870 | 8 | 4 | 18 | 4 | 5 | 17 | 9.32 | 6.0 | Standard | 1127.57 | 29.465338 | No | 57.364211 | 107.983227 | High_spent_Small_value_payments | 263.493145 | Standard | 302 |
25 | Scientist | 28406.160 | 2 | 4 | 2 | 0 | 20 | 5 | 10.23 | 4.0 | Good | 1115.66 | 37.886099 | NM | 0.000000 | 144.365733 | Low_spent_Small_value_payments | 382.752267 | Standard | 284 |
34 | Musician | 107275.710 | 6 | 7 | 6 | 0 | 15 | 8 | 7.28 | 1.0 | Good | 174.76 | 40.138630 | NM | 0.000000 | 178.680594 | High_spent_Small_value_payments | 1000.183656 | Good | 206 |
30 | Engineer | 105860.040 | 5 | 5 | 13 | 2 | 9 | 10 | 11.09 | 8.0 | Standard | 224.70 | 34.924276 | NM | 103.058567 | 453.320663 | Low_spent_Large_value_payments | 613.287770 | Standard | 207 |
47 | Doctor | 35171.340 | 1 | 3 | 3 | 0 | 9 | 9 | 0.75 | 0.0 | Good | 754.93 | 26.765651 | No | 0.000000 | 56.947279 | High_spent_Small_value_payments | 489.647221 | Good | 372 |
14 | Writer | 36597.550 | 3 | 4 | 11 | 0 | 16 | 14 | 16.86 | 7.0 | Standard | 983.51 | 37.464719 | Yes | 0.000000 | 269.172503 | Low_spent_Small_value_payments | 319.707081 | Poor | 379 |
44 | Lawyer | 23211.700 | 4 | 7 | 15 | 4 | 28 | 17 | 9.28 | 2.0 | Standard | 100.19 | 36.656261 | No | 58.525987 | 132.719074 | Low_spent_Large_value_payments | 268.585772 | Standard | 279 |
29 | Engineer | 97168.200 | 7 | 6 | 8 | 2 | 25 | 17 | 8.54 | 2.0 | Standard | 1226.83 | 38.318012 | Yes | 95.993931 | 931.152789 | Low_spent_Small_value_payments | 63.088279 | Standard | 189 |
48 | Developer | 62170.260 | 5 | 7 | 13 | 4 | 16 | 0 | 12.04 | 4.0 | Standard | 1456.07 | 27.469394 | Yes | 197.810307 | 460.724977 | Low_spent_Small_value_payments | 130.250217 | Standard | 0 |
24 | Entrepreneur | 104744.880 | 1 | 4 | 8 | 4 | 22 | 8 | 6.69 | 0.0 | Good | 705.05 | 25.524560 | No | 195.023417 | 344.301831 | Low_spent_Medium_value_payments | 639.648753 | Poor | 326 |
41 | Teacher | 142639.960 | 5 | 4 | 16 | 1 | 21 | 13 | 7.69 | 2.0 | Standard | 1351.02 | 41.494043 | Yes | 60.285105 | 381.201161 | High_spent_Medium_value_payments | 987.280068 | Standard | 183 |
45 | Entrepreneur | 85656.280 | 1 | 3 | 3 | 1 | 10 | 1 | 9.32 | 1.0 | Good | 445.77 | 27.742366 | No | 52.550044 | 511.088040 | Low_spent_Medium_value_payments | 432.464249 | Good | 0 |
18 | Teacher | 67503.360 | 7 | 5 | 18 | 1 | 12 | 17 | 7.52 | 1.0 | Standard | 323.93 | 34.501587 | No | 36.817027 | 562.188473 | Low_spent_Small_value_payments | 245.222500 | Standard | 231 |
35 | Scientist | 22115.435 | 2 | 1 | 8 | 4 | 5 | 7 | 12.50 | 2.0 | Good | 326.16 | 22.269359 | No | 60.846927 | 107.425552 | Low_spent_Large_value_payments | 275.022813 | Good | 395 |
31 | Doctor | 27354.480 | 6 | 6 | 12 | 0 | 10 | 16 | 2.48 | 2.0 | Standard | 80.73 | 28.382998 | No | 0.000000 | 63.996018 | Low_spent_Large_value_payments | 458.657982 | Standard | 302 |
35 | Writer | 75306.680 | 2 | 4 | 6 | 3 | 3 | 1 | 1.43 | 2.0 | Good | 103.22 | 41.957802 | No | 158.607402 | 61.919013 | High_spent_Large_value_payments | 652.229251 | Standard | 370 |
53 | Accountant | 11514.085 | 7 | 5 | 8 | 0 | 23 | 9 | 4.76 | 3.0 | Standard | 1408.30 | 26.902882 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 277.435915 | Standard | 325 |
18 | Developer | 17599.480 | 2 | 6 | 6 | 1 | 10 | 2 | 10.01 | 0.0 | Good | 1426.15 | 28.111963 | No | 13.080691 | 76.131224 | Low_spent_Small_value_payments | 321.050418 | Good | 227 |
48 | Engineer | 34053.280 | 3 | 6 | 5 | 3 | 1 | 7 | 5.81 | 0.0 | Good | 1033.06 | 31.980254 | No | 72.563969 | 133.248993 | Low_spent_Large_value_payments | 342.464372 | Good | 385 |
26 | Media_Manager | 36585.120 | 7 | 6 | 15 | 1 | 20 | 12 | 11.85 | 0.0 | Standard | 1398.09 | 23.975480 | Yes | 21.564536 | 0.000000 | High_spent_Medium_value_payments | 397.078763 | Standard | 364 |
25 | Writer | 16293.385 | 2 | 1 | 6 | 0 | 3 | 1 | 5.21 | 2.0 | Good | 1189.57 | 38.395194 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 280.718354 | Good | 242 |
34 | Mechanic | 80132.130 | 4 | 4 | 8 | 0 | 26 | 10 | 6.81 | 1.0 | Good | 1128.73 | 34.642663 | No | 0.000000 | 255.945566 | High_spent_Medium_value_payments | 677.022184 | Good | 323 |
21 | Developer | 58367.360 | 5 | 4 | 5 | 2 | 5 | 11 | 11.89 | 5.0 | Standard | 1339.95 | 26.085574 | Yes | 55.581503 | 220.814340 | High_spent_Small_value_payments | 475.798824 | Poor | 205 |
19 | Manager | 32128.470 | 3 | 4 | 11 | 4 | 14 | 16 | 3.13 | 4.0 | Good | 1178.78 | 26.031144 | NM | 93.412665 | 107.003457 | Low_spent_Medium_value_payments | 318.221128 | Good | 204 |
17 | Accountant | 7596.060 | 6 | 6 | 17 | 4 | 26 | 21 | 16.19 | 6.0 | Standard | 1357.91 | 35.470865 | Yes | 17.436603 | 52.286134 | Low_spent_Medium_value_payments | 302.177764 | Poor | 92 |
50 | Lawyer | 6090956.000 | 5 | 6 | 3 | 4 | 15 | 3 | 7.79 | 5.0 | Good | 613.91 | 35.509531 | No | 108.802625 | 140.459284 | Low_spent_Small_value_payments | 367.922090 | Poor | 247 |
22 | Doctor | 117342.920 | 6 | 6 | 17 | 1 | 5 | 19 | 15.27 | 6.0 | Standard | 764.82 | 38.560898 | Yes | 74.134685 | 412.201682 | High_spent_Medium_value_payments | 763.321299 | Poor | 310 |
39 | Doctor | 68471.160 | 4 | 3 | 11 | 3 | 12 | 19 | 2.59 | 6.0 | Standard | 403.31 | 33.994585 | Yes | 157.536268 | 442.175380 | Low_spent_Small_value_payments | 287.081352 | Poor | 393 |
42 | Teacher | 46407.580 | 5 | 4 | 17 | 2 | 11 | 17 | 14.60 | 8.0 | Standard | 952.39 | 27.013235 | Yes | 75.309364 | 194.896457 | High_spent_Small_value_payments | 373.024012 | Standard | 237 |
53 | Manager | 15480.030 | 5 | 5 | 8 | 0 | 9 | 3 | 1.63 | 1.0 | Good | 928.78 | 27.757692 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 293.373155 | Standard | 0 |
53 | Doctor | 37201.060 | 0 | 5 | 2 | 2 | 7 | 0 | 2.99 | 4.0 | Good | 518.13 | 25.942859 | No | 37.220393 | 0.000000 | High_spent_Large_value_payments | 460.686358 | Standard | 331 |
31 | Writer | 70926.060 | 7 | 7 | 10 | 2 | 13 | 19 | 9.79 | 6.0 | Standard | 332.75 | 26.200072 | No | 67.185777 | 0.000000 | Low_spent_Medium_value_payments | 374.248308 | Standard | 353 |
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