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| ID | Описание | Дата |
|---|---|---|
| 311ee970-cf9d-4cd0-b385-0ac8dcd09d53 | optimize distributed architectures | 2022-02-26 |
| 071fbd1e-f5c7-499e-91c4-6dc4fe478941 | incentivize value-added web-readiness | 1994-07-30 |
| be777af2-3f20-4503-bfae-cdc7552f92e4 | maximize distributed systems | 1995-08-01 |
| 8779f65a-cf84-41e5-92bb-0e40ca94e8f0 | extend integrated channels | 1973-01-30 |
| 2f723897-0f6f-44ec-861d-fd4b711b0ec2 | syndicate open-source web-readiness | 1989-01-18 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | Scientist | 66502.76 | 0 | 6 | 1 | 2 | 29 | 10 | 7.06 | 2.0 | Good | 276.91 | 35.513554 | No | 80.100174 | 149.129283 | High_spent_Medium_value_payments | 558.760209 | Poor | 231 |
| 17 | Media_Manager | 10119.76 | 10 | 6 | 31 | 4 | 50 | 23 | 5.16 | 11.0 | Bad | 1388.38 | 32.936096 | NM | 18.939905 | 111.549881 | Low_spent_Small_value_payments | 266.241547 | Poor | 0 |
| 27 | Developer | 25795.97 | 3 | 5 | 10 | 2 | 13 | 15 | 11.66 | 1.0 | Standard | 642.22 | 32.234462 | Yes | 35.927619 | 145.262291 | Low_spent_Small_value_payments | 302.076507 | Standard | 293 |
| 36 | Media_Manager | 82999.64 | 5 | 7 | 8 | 2 | 10 | 5 | 2.53 | 2.0 | Good | 1495.36 | 34.174627 | No | 104.577236 | 660.705759 | Low_spent_Large_value_payments | 220.380672 | Standard | 216 |
| 19 | Writer | 60183.14 | 3 | 6 | 12 | 7 | 10 | 11 | 17.52 | 6.0 | Standard | 1167.08 | 29.812030 | Yes | 195.856407 | 114.102334 | High_spent_Small_value_payments | 443.367426 | Standard | 205 |
| 56 | Entrepreneur | 103620.54 | 5 | 3 | 6 | 2 | 25 | 13 | 13.33 | 4.0 | Standard | 100.85 | 41.281927 | No | 103.227735 | 80.294626 | High_spent_Large_value_payments | 890.082139 | Standard | 257 |
| 32 | Doctor | 22751.59 | 7 | 5 | 12 | 4 | 18 | 0 | 6.75 | 3.0 | Standard | 1429.63 | 25.548036 | NM | 38.350282 | 136.317913 | Low_spent_Small_value_payments | 291.328388 | Standard | 248 |
| 52 | Journalist | 30498.76 | 3 | 4 | 15 | 3 | 20 | 13 | 18.79 | 2.0 | Standard | 1012.92 | 29.209337 | Yes | 45.464268 | 181.191391 | Low_spent_Medium_value_payments | 285.400674 | Standard | 213 |
| 33 | Scientist | 43287.85 | 4 | 4 | 5 | 1 | 3 | 2 | 1.13 | 2.0 | Good | 1370.94 | 40.220870 | No | 33.861273 | 358.799736 | Low_spent_Small_value_payments | 274.271074 | Standard | 240 |
| 36 | Musician | 64173.56 | 7 | 4 | 11 | 2 | 12 | 19 | 6.66 | 2.0 | Standard | 497.23 | 40.866985 | No | 68.348799 | 52.845516 | High_spent_Large_value_payments | 635.185351 | Standard | 357 |
| 35 | Doctor | 71282.14 | 2 | 4 | 11 | 1 | 8 | 7 | 0.00 | 2.0 | Good | 1440.78 | 36.831179 | No | 37.788867 | 243.785243 | Low_spent_Medium_value_payments | 579.143724 | Good | 392 |
| 52 | Manager | 33768.99 | 5 | 4 | 5 | 0 | 2 | 2 | 10.06 | 2.0 | Good | 209.22 | 27.267452 | No | 0.000000 | 367.097059 | Low_spent_Small_value_payments | 213.311191 | Standard | 201 |
| 21 | Doctor | 15167.62 | 4 | 5 | 3 | 1 | 4 | 5 | 8.36 | 3.0 | Good | 847.03 | 27.434655 | No | 9.930809 | 66.598983 | Low_spent_Small_value_payments | 360.667041 | Good | 326 |
| 44 | Journalist | 17728.55 | 3 | 6 | 12 | 7 | 23 | 15 | 15.91 | 6.0 | Standard | 1493.28 | 23.680638 | Yes | 63.722011 | 108.059973 | Low_spent_Small_value_payments | 274.755933 | Standard | 94 |
| 21 | Scientist | 20734.20 | 5 | 6 | 2 | 3 | 10 | 1 | 5.23 | 3.0 | Good | 139.77 | 30.575114 | No | 32.921472 | 255.381587 | Low_spent_Small_value_payments | 198.781942 | Good | 320 |
| 40 | Musician | 53152.00 | 3 | 6 | 9 | 3 | 28 | 17 | 8.89 | 4.0 | Standard | 153.23 | 35.242818 | Yes | 127.706298 | 0.000000 | High_spent_Small_value_payments | 269.297757 | Standard | 191 |
| 21 | Mechanic | 75506.42 | 1 | 4 | 5 | 1 | 1 | 3 | 3.44 | 7.0 | Good | 1069.19 | 23.623565 | NM | 60.903643 | 528.508006 | Low_spent_Small_value_payments | 305.608518 | Standard | 282 |
| 56 | Journalist | 79710.09 | 3 | 4 | 16 | 3 | 21 | 13 | 4.85 | 4.0 | Standard | 109.97 | 26.987431 | No | 165.054542 | 433.790155 | Low_spent_Large_value_payments | 308.706053 | Standard | 398 |
| 21 | Teacher | 92519.61 | 8 | 3 | 9 | 1 | 7 | 12 | 19.74 | 5.0 | Standard | 62.82 | 30.667694 | Yes | 49.297748 | 344.455848 | High_spent_Small_value_payments | 610.143155 | Standard | 140 |
| 23 | Architect | 108142.14 | 1 | 2 | 1 | 1 | 18 | 6 | 7.55 | 3.0 | Good | 261.59 | 27.254144 | No | 48.514758 | 255.648419 | Low_spent_Medium_value_payments | 903.921324 | Good | 295 |
| 18 | Developer | 21800480.00 | 5 | 7 | 15 | 3 | 13 | 17 | 10.86 | 8.0 | Standard | 1372.24 | 35.322368 | Yes | 117.506276 | 90.434375 | High_spent_Large_value_payments | 657.392349 | Poor | 224 |
| 42 | Scientist | 99573.12 | 5 | 4 | 13 | 3 | 10 | 16 | 8.94 | 0.0 | Standard | 327.22 | 38.496966 | No | 196.216031 | 463.540962 | Low_spent_Medium_value_payments | 444.319007 | Standard | 313 |
| 49 | Entrepreneur | 90875.56 | 5 | 3 | 15 | 1 | 29 | 19 | 7.83 | 4.0 | Standard | 1009.20 | 37.801807 | No | 53.388306 | 384.256065 | High_spent_Small_value_payments | 576.251963 | Standard | 213 |
| 30 | Lawyer | 176956.60 | 3 | 5 | 4 | 1 | 2 | 7 | 0.00 | 1.0 | Good | 116.94 | 33.282342 | No | 82.561966 | 264.911135 | High_spent_Large_value_payments | 1380.565233 | Standard | 365 |
| 56 | Developer | 77019.08 | 3 | 6 | 10 | 3 | 2 | 1 | 4.42 | 0.0 | Good | 1316.96 | 34.793217 | No | 168.609585 | 177.050863 | High_spent_Medium_value_payments | 518.165219 | Poor | 315 |
| 46 | Manager | 83595.72 | 8 | 5 | 7 | 0 | 19 | 13 | 0.00 | 3.0 | Good | 319.15 | 40.719661 | No | 0.000000 | 388.308749 | Low_spent_Medium_value_payments | 613.122251 | Standard | 0 |
| 54 | Entrepreneur | 38933.58 | 4 | 7 | 9 | 3 | 15 | 12 | 4.84 | 3.0 | Good | 149.00 | 23.779295 | NM | 78.409851 | 436.213937 | Low_spent_Small_value_payments | 118.622712 | Standard | 381 |
| 31 | Writer | 29101.85 | 6 | 3 | 5 | 0 | 30 | 11 | 4.77 | 9.0 | Standard | 1465.87 | 39.782499 | No | 0.000000 | 108.746816 | Low_spent_Small_value_payments | 429.768601 | Standard | 285 |
| 41 | Musician | 15497.02 | 8 | 4 | 19 | 2 | 19 | 14 | 14.61 | 6.0 | Standard | 1180.56 | 37.671544 | Yes | 24.166683 | 129.585126 | Low_spent_Small_value_payments | 255.590024 | Standard | 186 |
| 41 | Scientist | 52847.32 | 6 | 7 | 13 | 2 | 25 | 11 | 1.09 | 3.0 | Standard | 517.77 | 31.466563 | No | 57.657773 | 71.982630 | High_spent_Medium_value_payments | 581.153930 | Standard | 261 |
| 20 | Entrepreneur | 13251.57 | 7 | 7 | 6 | 2 | 27 | 19 | 11.30 | 2.0 | Standard | 298.58 | 26.502068 | No | 12.553891 | 42.539501 | High_spent_Medium_value_payments | 316.936358 | Good | 354 |
| 43 | Manager | 97431.90 | 7 | 3 | 17 | 2 | 11 | 9 | 14.37 | 0.0 | Standard | 1095.56 | 37.794849 | Yes | 151.282146 | 243.294042 | High_spent_Medium_value_payments | 654.656311 | Standard | 226 |
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