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ID | Описание | Дата |
---|---|---|
21e0f18c-b74b-4c11-9cc0-5ed18798d811 | productize intuitive applications | 1973-11-22 |
1ff9bd08-5661-4b35-99ba-467ca76aa9ea | leverage dot-com models | 1995-05-31 |
3a222928-e356-424d-84b1-8c009925ee32 | strategize enterprise mindshare | 2001-10-23 |
9139b048-a90e-4a42-860f-f937ebde547d | productize back-end markets | 1978-04-11 |
933835e9-c974-4f43-ab93-108a7c77d7e5 | innovate vertical vortals | 2025-01-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Mechanic | 83845.700 | 5 | 7 | 4 | 2 | 8 | 11 | 3.59 | 0.0 | Good | 49.60 | 27.259897 | No | 107.381130 | 246.970449 | Low_spent_Medium_value_payments | 621.462587 | Good | 303 |
25 | Mechanic | 12985.715 | 4 | 3 | 15 | 1 | 5 | 11 | 11.02 | 4.0 | Standard | 355.39 | 27.444766 | NM | 8.733920 | 138.515224 | Low_spent_Small_value_payments | 259.165148 | Standard | 368 |
27 | Scientist | 43452.150 | 3 | 6 | 7 | 5 | 30 | 9 | 10.40 | 11.0 | Standard | 859.42 | 28.693657 | Yes | 155.260137 | 26.484472 | High_spent_Large_value_payments | 444.656641 | Standard | 0 |
36 | Entrepreneur | 73376.940 | 5 | 5 | 10 | 3 | 5 | 0 | 12.51 | 6.0 | Good | 493.15 | 36.918367 | NM | 178.470965 | 197.010111 | High_spent_Medium_value_payments | 470.693424 | Poor | 274 |
47 | Teacher | 57728.220 | 4 | 6 | 8 | 4 | 23 | 9 | 9.20 | 3.0 | Good | 167.02 | 38.114923 | No | 174.141939 | 236.458862 | Low_spent_Medium_value_payments | 335.567699 | Standard | 234 |
39 | Teacher | 14930.950 | 3 | 4 | 3 | 4 | 8 | 6 | 10.49 | 5.0 | Good | 1326.75 | 34.608329 | No | 25.219020 | 34.372231 | Low_spent_Large_value_payments | 307.333333 | Good | 204 |
30 | Doctor | 15293.550 | 7 | 3 | 18 | 3 | 24 | 13 | 17.87 | 4.0 | Standard | 939.47 | 25.243375 | NM | 23.754683 | 0.000000 | High_spent_Medium_value_payments | 304.893640 | Standard | 229 |
49 | Scientist | 32357.410 | 5 | 3 | 9 | 0 | 16 | 0 | 6.89 | 8.0 | Good | 681.22 | 26.089590 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 224.146891 | Good | 317 |
38 | Manager | 99845.400 | 1 | 1 | 11 | 2 | 10 | 2 | 3.84 | 1.0 | Good | 778.10 | 41.823506 | No | 136.474227 | 391.266432 | Low_spent_Medium_value_payments | 612.304341 | Standard | 251 |
23 | Media_Manager | 67059.180 | 8 | 6 | 18 | 4 | 19 | 17 | 11.57 | 8.0 | Standard | 255.76 | 30.062099 | Yes | 167.123999 | 266.507637 | Low_spent_Small_value_payments | 396.194864 | Standard | 73 |
39 | Mechanic | 21949.160 | 4 | 6 | 4 | 0 | 6 | 3 | 6.53 | 3.0 | Good | 1420.73 | 39.255313 | No | 0.000000 | 27.290986 | High_spent_Medium_value_payments | 415.418681 | Poor | 395 |
31 | Mechanic | 63525.640 | 4 | 7 | 9 | 3 | 18 | 5 | 10.73 | 2.0 | Good | 1016.00 | 36.575577 | No | 145.929560 | 359.452051 | Low_spent_Small_value_payments | 325.598722 | Standard | 362 |
39 | Architect | 42956.580 | 5 | 3 | 2 | 0 | 14 | 11 | 1.16 | 4.0 | Good | 541.70 | 33.819330 | No | 0.000000 | 40.721137 | High_spent_Large_value_payments | 565.850363 | Good | 267 |
26 | Mechanic | 36628.570 | 5 | 4 | 15 | 1 | 12 | 19 | 14.46 | 1.0 | Standard | 982.98 | 40.125173 | Yes | 24.552127 | 0.000000 | Low_spent_Small_value_payments | 239.155090 | Standard | 253 |
40 | Accountant | 10897.385 | 5 | 6 | 16 | 2 | 15 | 18 | 17.66 | 2.0 | Standard | 401.56 | 34.354617 | NM | 12.985339 | 29.980417 | Low_spent_Medium_value_payments | 339.945786 | Standard | 185 |
26 | Accountant | 41360.300 | 3 | 7 | 12 | 1 | 12 | 10 | 9.31 | 0.0 | Good | 254.29 | 35.742356 | No | 33.647688 | 319.594706 | Low_spent_Small_value_payments | 279.226773 | Poor | 254 |
22 | Accountant | 80983.640 | 6 | 3 | 15 | 4 | 19 | 18 | 16.91 | 7.0 | Standard | 982.44 | 39.755126 | Yes | 188.456595 | 149.377251 | High_spent_Medium_value_payments | 581.429820 | Standard | 331 |
25 | Journalist | 46586.800 | 6 | 7 | 20 | 0 | 27 | 12 | 14.98 | 8.0 | Standard | 852.20 | 30.000323 | Yes | 0.000000 | 223.225487 | Low_spent_Large_value_payments | 449.397846 | Good | 110 |
44 | Engineer | 15451.115 | 4 | 6 | 10 | 4 | 12 | 10 | 18.30 | 2.0 | Standard | 56.86 | 26.584893 | Yes | 32.676880 | 195.598163 | Low_spent_Small_value_payments | 211.284248 | Standard | 365 |
40 | Accountant | 99363.880 | 6 | 3 | 15 | 1 | 7 | 9 | 18.67 | 9.0 | Standard | 1099.31 | 27.261449 | Yes | 57.373608 | 291.052107 | High_spent_Medium_value_payments | 723.806618 | Standard | 375 |
35 | Scientist | 12875.730 | 6 | 5 | 15 | 4 | 5 | 19 | 0.57 | 1.0 | Standard | 52.94 | 38.907538 | No | 39.658188 | 88.328564 | Low_spent_Small_value_payments | 243.910998 | Standard | 350 |
27 | Architect | 98227.080 | 6 | 4 | 17 | 3 | 5 | 8 | 2.92 | 2.0 | Standard | 1472.89 | 29.536152 | NM | 154.800942 | 504.666629 | Low_spent_Medium_value_payments | 464.691429 | Standard | 352 |
50 | Musician | 28630.010 | 1 | 4 | 3 | 1 | 13 | 1 | 7.81 | 3.0 | Good | 1455.62 | 28.112933 | NM | 16.395479 | 302.130476 | Low_spent_Small_value_payments | 235.257462 | Standard | 340 |
48 | Scientist | 35217.020 | 3 | 7 | 13 | 4 | 13 | 10 | 11.58 | 4.0 | Standard | 1290.83 | 25.493022 | Yes | 94.185747 | 104.473260 | High_spent_Medium_value_payments | 339.616160 | Standard | 238 |
18 | Teacher | 16888.405 | 6 | 6 | 16 | 1 | 29 | 14 | 11.17 | 0.0 | Standard | 724.57 | 26.718548 | No | 8.157936 | 53.637172 | Low_spent_Small_value_payments | 384.641600 | Standard | 305 |
19 | Media_Manager | 135178.440 | 0 | 6 | 6 | 0 | 22 | 10 | 6.27 | 3.0 | Good | 1024.39 | 35.176709 | NM | 0.000000 | 506.591411 | High_spent_Small_value_payments | 907.695589 | Poor | 303 |
23 | Mechanic | 15710.555 | 4 | 5 | 19 | 4 | 21 | 17 | 2.58 | 0.0 | Standard | 442.17 | 31.154905 | No | 26.492123 | 80.817216 | Low_spent_Small_value_payments | 311.711953 | Standard | 290 |
41 | Media_Manager | 42079.650 | 4 | 7 | 6 | 2 | 11 | 13 | 19.34 | 5.0 | Standard | 1460.57 | 29.193592 | Yes | 53.360837 | 112.904332 | High_spent_Small_value_payments | 449.898581 | Standard | 217 |
32 | Entrepreneur | 27339.810 | 3 | 5 | 9 | 1 | 21 | 14 | 3.82 | 6.0 | Standard | 1342.51 | 39.264801 | No | 14.668754 | 99.473759 | Low_spent_Small_value_payments | 427.689237 | Poor | 284 |
21 | Architect | 14367.780 | 2 | 7 | 7 | 0 | 5 | 0 | 8.05 | 3.0 | Good | 1104.44 | 33.671052 | NM | 0.000000 | 91.672051 | Low_spent_Small_value_payments | 299.859449 | Poor | 273 |
28 | Doctor | 58731.760 | 5 | 3 | 14 | 2 | 7 | 17 | 6.92 | 4.0 | Standard | 1229.65 | 25.095147 | NM | 79.221230 | 112.443085 | High_spent_Large_value_payments | 508.267018 | Standard | 293 |
38 | Manager | 85744.120 | 6 | 7 | 11 | 2 | 30 | 20 | 18.08 | 5.0 | Standard | 717.79 | 27.777284 | Yes | 72.099176 | 160.090877 | High_spent_Large_value_payments | 720.344280 | Standard | 183 |
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