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ID | Описание | Дата |
---|---|---|
cc21b448-4c4a-49ef-8da7-9936d82a9969 | expedite B2C paradigms | 2017-07-24 |
e3259605-8166-4cb5-84b4-118ffd9066bb | benchmark next-generation e-tailers | 2006-05-16 |
20c69f46-7f38-4937-8f73-42f728b3387f | integrate end-to-end relationships | 2021-12-02 |
13b64a5e-62ef-4519-aefd-6a577201a748 | deliver scalable e-markets | 1986-01-07 |
dd733556-fc30-4dc8-acc0-5d81ba1a5253 | aggregate collaborative portals | 2019-03-19 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | Entrepreneur | 25546.260 | 8 | 7 | 14 | 5 | 15 | 13 | 7.83 | 5.0 | Standard | 758.44 | 39.333488 | Yes | 101.328637 | 189.815861 | Low_spent_Medium_value_payments | 230.441001 | Standard | 225 |
18 | Journalist | 21846.060 | 2 | 6 | 8 | 2 | 6 | 3 | 0.95 | 3.0 | Good | 284.95 | 29.340544 | No | 22.095944 | 253.849684 | Low_spent_Small_value_payments | 211.904872 | Good | 220 |
53 | Writer | 70741.040 | 1 | 5 | 8 | 0 | 15 | 3 | 2.85 | 1.0 | Good | 799.89 | 27.846998 | No | 0.000000 | 206.422504 | Low_spent_Small_value_payments | 675.286163 | Standard | 401 |
33 | Teacher | 81427.020 | 2 | 2 | 3 | 4 | 3 | 2 | 5.35 | 1.0 | Good | 17.81 | 37.696005 | No | 144.151019 | 173.949455 | High_spent_Large_value_payments | 609.658027 | Good | 221 |
40 | Journalist | 83079.720 | 6 | 3 | 5 | 3 | 8 | 13 | 16.96 | 6.0 | Standard | 780.22 | 26.994605 | Yes | 170.364095 | 80.383043 | High_spent_Medium_value_payments | 672.683862 | Standard | 179 |
29 | Scientist | 35235.450 | 6 | 4 | 15 | 1 | 18 | 6 | 15.41 | 12.0 | Standard | 1140.68 | 35.833126 | Yes | 23.125098 | 0.000000 | High_spent_Large_value_payments | 450.932816 | Standard | 211 |
14 | Scientist | 18885.930 | 9 | 7 | 22 | 2 | 22 | 19 | 7.55 | 8.0 | Standard | 1383.42 | 27.976271 | Yes | 29.604561 | 70.874320 | Low_spent_Large_value_payments | 328.703869 | Poor | 120 |
20 | Mechanic | 33146.840 | 6 | 4 | 11 | 1 | 26 | 14 | 16.83 | 5.0 | Standard | 168.46 | 33.142860 | NM | 19.921125 | 157.766284 | Low_spent_Large_value_payments | 362.736257 | Standard | 378 |
28 | Accountant | 14189.300 | 8 | 3 | 23 | 2 | 13 | 9 | 15.02 | 12.0 | Standard | 1281.77 | 34.565932 | Yes | 19.792811 | 130.739602 | Low_spent_Small_value_payments | 236.811753 | Poor | 222 |
25 | Doctor | 34238.400 | 7 | 3 | 8 | 1 | 24 | 0 | 17.02 | 6.0 | Standard | 322.94 | 36.039170 | Yes | 23.273914 | 54.452338 | High_spent_Large_value_payments | 420.893748 | Standard | 0 |
54 | Teacher | 43885.430 | 1 | 2 | 11 | 2 | 13 | 5 | 1.99 | 0.0 | Good | 168.53 | 33.999180 | No | 51.655833 | 67.164262 | High_spent_Large_value_payments | 480.791821 | Good | 356 |
16 | Writer | 17496.350 | 3 | 4 | 19 | 5 | 11 | 15 | 9.59 | 12.0 | Standard | 1283.15 | 28.870168 | Yes | 47.417906 | 73.210574 | High_spent_Small_value_payments | 288.874437 | Poor | 83 |
38 | Accountant | 29943.550 | 4 | 5 | 6 | 3 | 1 | 5 | 11.10 | 3.0 | Good | 348.19 | 35.466134 | No | 62.416375 | 62.306073 | High_spent_Medium_value_payments | 368.507135 | Standard | 313 |
33 | Mechanic | 71508.270 | 7 | 6 | 13 | 4 | 17 | 18 | 5.47 | 2.0 | Standard | 1266.04 | 36.937414 | Yes | 132.096847 | 503.077391 | Low_spent_Small_value_payments | 254.228012 | Standard | 311 |
49 | Media_Manager | 26440.130 | 5 | 6 | 12 | 4 | 28 | 14 | 6.79 | 5.0 | Good | 68.29 | 23.871612 | No | 61.181749 | 242.956191 | Low_spent_Small_value_payments | 203.196477 | Good | 291 |
24 | Mechanic | 21719.900 | 5 | 5 | 11 | 0 | 15 | 6 | 9.73 | 3.0 | Good | 557.02 | 30.773029 | No | 0.000000 | 152.751685 | Low_spent_Large_value_payments | 318.947482 | Poor | 278 |
39 | Mechanic | 32749.150 | 0 | 2 | 3 | 4 | 0 | 2945 | 6.46 | 3.0 | Good | 98.55 | 28.300404 | No | 105.362019 | 27.781928 | High_spent_Large_value_payments | 366.965636 | Good | 268 |
54 | Teacher | 83859.840 | 8 | 4 | 14 | 0 | 26 | 15 | 7.41 | 1.0 | Standard | 881.24 | 38.078642 | No | 0.000000 | 464.971448 | Low_spent_Small_value_payments | 500.960552 | Standard | 218 |
54 | Architect | 3865040.000 | 1 | 4 | 5 | 1 | 12 | 11 | 2.09 | 4.0 | Good | 850.70 | 29.227107 | NM | 7.954928 | 83.265608 | Low_spent_Large_value_payments | 355.250922 | Standard | 203 |
28 | Teacher | 81126.780 | 0 | 3 | 1 | 2 | 13 | 7 | 6.22 | 3.0 | Good | 316.07 | 31.323445 | No | 127.999819 | 668.031174 | Low_spent_Medium_value_payments | 172.525506 | Good | 352 |
47 | Accountant | 49652.520 | 3 | 3 | 14 | 2 | 20 | 14 | 7.52 | 2.0 | Standard | 1410.01 | 36.494603 | Yes | 44.311759 | 60.012535 | High_spent_Medium_value_payments | 534.646707 | Standard | 295 |
46 | Mechanic | 21112.760 | 3 | 3 | 16 | 4 | 12 | 12 | 15.11 | 4.0 | Standard | 1439.72 | 34.604180 | Yes | 42.383392 | 149.891126 | Low_spent_Small_value_payments | 261.865149 | Standard | 368 |
25 | Journalist | 89995.590 | 5 | 7 | 5 | 3 | 23 | 17 | 9.25 | 7.0 | Standard | 458.81 | 40.111800 | Yes | 122.204615 | 149.833468 | High_spent_Large_value_payments | 722.625167 | Standard | 215 |
44 | Engineer | 52110.560 | 6 | 5 | 19 | 1 | 12 | 22 | 13.20 | 1.0 | Standard | 1251.99 | 33.275425 | Yes | 23.740912 | 212.377738 | High_spent_Small_value_payments | 476.036017 | Standard | 392 |
45 | Lawyer | 13139.855 | 5 | 5 | 15 | 1 | 8 | 13 | 8.54 | 3.0 | Standard | 361.58 | 38.405837 | No | 7.183338 | 19.636340 | High_spent_Large_value_payments | 314.779114 | Standard | 285 |
19 | Developer | 30638.280 | 3 | 5 | 13 | 3 | 13 | 17 | 12.41 | 8.0 | Standard | 670.13 | 35.948468 | Yes | 57.359814 | 162.227775 | Low_spent_Small_value_payments | 296.131412 | Standard | 249 |
26 | Architect | 39089.090 | 2 | 4 | 1 | 3 | 2 | 11 | 7.10 | 3.0 | Good | 474.96 | 32.240984 | No | 53.515554 | 404.715361 | Low_spent_Small_value_payments | 140.711501 | Standard | 225 |
38 | Musician | 33834.470 | 3 | 4 | 8 | 0 | 3 | 2 | 1.63 | 0.0 | Good | 215.35 | 24.733068 | No | 0.000000 | 105.795221 | High_spent_Medium_value_payments | 407.258696 | Standard | 376 |
21 | Doctor | 41351.460 | 5 | 5 | 14 | 0 | 26 | 10 | 12.99 | 3.0 | Standard | 727.13 | 39.496633 | Yes | 0.000000 | 86.490325 | High_spent_Large_value_payments | 507.905175 | Good | 361 |
19 | Writer | 41995.640 | 7 | 6 | 7 | 4 | 12 | 11 | 22.73 | 7.0 | Standard | 1072.63 | 26.078783 | Yes | 87.543999 | 0.000000 | Low_spent_Small_value_payments | 208.917603 | Standard | 185 |
55 | Doctor | 24466.500 | 4 | 7 | 6 | 3 | 23 | 20 | 11.41 | 4.0 | Standard | 858.45 | 31.812347 | Yes | 41.129093 | 196.402085 | Low_spent_Small_value_payments | 285.056322 | Standard | 365 |
39 | Manager | 43494.820 | 6 | 7 | 8 | 1 | 17 | 11 | 14.26 | 8.0 | Standard | 383.25 | 40.528499 | NM | 22.190444 | 69.019319 | High_spent_Large_value_payments | 520.647071 | Standard | 314 |
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