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| ID | Описание | Дата |
|---|---|---|
| 79bbb532-fe58-4e03-aca9-f3f3838a2c5c | empower clicks-and-mortar markets | 1985-07-19 |
| b3bb7bf7-edc8-41be-ae04-af512b5cfdf9 | embrace intuitive relationships | 1978-03-15 |
| 653a38c5-4ed8-49f8-9a58-9d88662e39c9 | incentivize synergistic e-markets | 2023-08-20 |
| 7e7b03ce-44d2-42ef-9d2d-aae9609cd2c6 | drive interactive systems | 2014-04-07 |
| c6db7f21-13a2-4dcd-b027-b397fe55151f | iterate killer networks | 2004-02-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55 | Doctor | 8908998.000 | 1 | 7 | 3 | 3 | 13 | 9 | 3.90 | 2.0 | Good | 339.11 | 34.286325 | No | 39.214914 | 93.058788 | Low_spent_Small_value_payments | 348.221339 | Poor | 202 |
| 25 | Developer | 35118.100 | 5 | 7 | 6 | 3 | 27 | 13 | 12.70 | 6.0 | Standard | 407.74 | 30.240874 | Yes | 45.189129 | 198.894410 | Low_spent_Large_value_payments | 337.267294 | Standard | 0 |
| 24 | Accountant | 10366883.000 | 6 | 6 | 14 | 7 | 29 | 11 | 13.24 | 8.0 | Standard | 1248.05 | 32.851950 | NM | 47.901534 | 62.118262 | Low_spent_Small_value_payments | 287.224621 | Standard | 97 |
| 52 | Teacher | 20145.525 | 2 | 4 | 6 | 1 | 16 | 0 | 7.66 | 2.0 | Good | 1491.08 | 26.224151 | No | 9.946397 | 153.554610 | Low_spent_Small_value_payments | 266.678368 | Poor | 255 |
| 28 | Media_Manager | 15021.480 | 6 | 5 | 15 | 4 | 54 | 0 | 9.75 | 10.0 | Standard | 1277.01 | 35.280371 | Yes | 38.178079 | 120.265493 | Low_spent_Small_value_payments | 266.035428 | Poor | 189 |
| 42 | Developer | 147210.680 | 2 | 5 | 5 | 0 | 5 | 0 | 10.74 | 4.0 | Good | 323.31 | 34.073072 | No | 0.000000 | 922.231730 | Low_spent_Medium_value_payments | 590.723936 | Poor | 387 |
| 45 | Entrepreneur | 109945.320 | 3 | 3 | 9 | 2 | 25 | 19 | 9.49 | 5.0 | Standard | 709.14 | 34.763106 | Yes | 110.414955 | 231.738668 | High_spent_Large_value_payments | 810.057377 | Standard | 64 |
| 27 | Manager | 30155.090 | 6 | 5 | 14 | 3 | 7 | 1867 | 10.75 | 4.0 | Standard | 972.35 | 40.469149 | Yes | 75.109358 | 55.212774 | High_spent_Medium_value_payments | 341.470285 | Standard | 349 |
| 17 | Engineer | 21695.120 | 8 | 6 | 17 | 5 | 11 | 11 | 6.44 | 6.0 | Standard | 1120.28 | 37.035536 | Yes | 85.076936 | 104.011463 | High_spent_Small_value_payments | 239.404268 | Standard | 239 |
| 45 | Entrepreneur | 66341.460 | 5 | 3 | 9 | 4 | 16 | 20 | 0.00 | 1.0 | Standard | 276.50 | 36.166598 | No | 155.455965 | 61.564168 | High_spent_Medium_value_payments | 569.925367 | Standard | 391 |
| 45 | Scientist | 22555.520 | 6 | 3 | 14 | 4 | 30 | 12 | 6.79 | 2.0 | Standard | 1418.49 | 31.945159 | No | 55.007097 | 0.000000 | Low_spent_Small_value_payments | 349.124793 | Poor | 288 |
| 37 | Scientist | 97583.430 | 7 | 7 | 9 | 1 | 21 | 18 | 1.92 | 1.0 | Good | 1296.80 | 38.979535 | No | 46.511789 | 299.043233 | Low_spent_Large_value_payments | 709.140228 | Good | 356 |
| 41 | Media_Manager | 48297.480 | 8 | 3 | 10 | 0 | 16 | 16 | 12.77 | 2.0 | Standard | 1323.54 | 27.204680 | No | 0.000000 | 66.105991 | High_spent_Medium_value_payments | 558.273009 | Standard | 395 |
| 29 | Mechanic | 34225.790 | 5 | 4 | 9 | 2 | 13 | 21 | 11.59 | 2.0 | Standard | 592.68 | 27.049566 | No | 37.175225 | 64.436575 | High_spent_Medium_value_payments | 423.403117 | Standard | 368 |
| 53 | Doctor | 26766.060 | 7 | 5 | 9 | 3 | 15 | 11 | 14.60 | 2.0 | Standard | 530.27 | 39.579026 | Yes | 36.497588 | 199.033493 | Low_spent_Small_value_payments | 290.119419 | Standard | 264 |
| 38 | Engineer | 55071.720 | 6 | 3 | 20 | 4 | 6 | 14 | 0.69 | 4.0 | Standard | 224.35 | 36.527565 | No | 157.691431 | 122.442961 | High_spent_Medium_value_payments | 422.296608 | Standard | 343 |
| 39 | Entrepreneur | 42960.390 | 2 | 5 | 9 | 3 | 6 | 3 | 3.18 | 2.0 | Good | 379.94 | 36.072973 | NM | 58.192489 | 323.158568 | Low_spent_Small_value_payments | 244.952192 | Poor | 363 |
| 53 | Scientist | 21834.105 | 4 | 5 | 11 | 1 | 3 | 9 | 10.40 | 1.0 | Good | 1215.84 | 39.835937 | No | 16.922557 | 33.857307 | High_spent_Large_value_payments | 396.371010 | Good | 297 |
| 44 | Media_Manager | 39859.720 | 5 | 4 | 1 | 1 | 9 | 9 | 5.16 | 3.0 | Good | 1281.92 | 39.128027 | No | 21.156150 | 45.953208 | High_spent_Large_value_payments | 483.154975 | Good | 397 |
| 19 | Accountant | 14888.915 | 5 | 5 | 6 | 1 | 11 | 6 | 5.50 | 4.0 | Good | 903.97 | 40.183343 | NM | 6.706015 | 120.753947 | Low_spent_Small_value_payments | 296.914329 | Poor | 378 |
| 22 | Accountant | 102046.830 | 3 | 3 | 3 | 0 | 2 | 2 | 1.78 | 6.0 | Good | 1252.78 | 35.154651 | No | 0.000000 | 268.975617 | High_spent_Medium_value_payments | 842.014633 | Poor | 289 |
| 40 | Entrepreneur | 33717.920 | 9 | 8 | 17 | 7 | 50 | 15 | 6.03 | 9.0 | Bad | 1298.16 | 27.206478 | Yes | 180.740396 | 165.416420 | Low_spent_Small_value_payments | 239.125851 | Poor | 127 |
| 24 | Media_Manager | 58233.580 | 7 | 3 | 9 | 3 | 26 | 8 | 10.55 | 4.0 | Standard | 544.60 | 31.800420 | Yes | 97.873184 | 188.469932 | High_spent_Medium_value_payments | 433.936718 | Standard | 375 |
| 47 | Doctor | 28227.450 | 3 | 6 | 2 | 2 | 0 | 6 | 9.66 | 1.0 | Good | 256.96 | 39.337694 | No | 42.782958 | 209.972760 | Low_spent_Small_value_payments | 277.373033 | Poor | 368 |
| 39 | Architect | 119047.520 | 8 | 7 | 8 | 3 | 5 | 12 | 9.22 | 2.0 | Standard | 897.72 | 28.776713 | Yes | 199.657935 | 381.609153 | High_spent_Medium_value_payments | 661.195578 | Standard | 343 |
| 35 | Entrepreneur | 23957.750 | 7 | 3 | 17 | 4 | 6 | 8 | 7.97 | 2.0 | Standard | 890.77 | 27.940553 | Yes | 62.506072 | 129.636385 | Low_spent_Small_value_payments | 271.505459 | Standard | 269 |
| 38 | Manager | 25876.180 | 4 | 6 | 7 | 3 | 4 | 17 | 10.29 | 4.0 | Standard | 71.54 | 35.518457 | NM | 37.374350 | 140.922571 | Low_spent_Medium_value_payments | 331.037912 | Standard | 0 |
| 19 | Musician | 24293.220 | 4 | 7 | 14 | 3 | 5 | 20 | 11.66 | 2.0 | Standard | 62.26 | 25.074812 | NM | 55.439281 | 0.000000 | Low_spent_Small_value_payments | 234.126258 | Standard | 254 |
| 23 | Architect | 15915.045 | 8 | 5 | 12 | 3 | 12 | 14 | 6.71 | 4.0 | Standard | 810.26 | 30.417452 | No | 25.472819 | 129.805642 | Low_spent_Medium_value_payments | 250.346914 | Standard | 357 |
| 51 | Lawyer | 13395.250 | 5 | 4 | 9 | 2 | 20 | 8 | 8.30 | 3.0 | Good | 330.51 | 33.127452 | No | 19.597796 | 102.736321 | Low_spent_Small_value_payments | 286.792966 | Standard | 264 |
| 27 | Entrepreneur | 33604.580 | 3 | 6 | 12 | 3 | 4 | 6 | 3.60 | 0.0 | Good | 509.37 | 36.380706 | NM | 79.047578 | 88.247036 | Low_spent_Large_value_payments | 401.443553 | Good | 268 |
| 30 | Writer | 37769.920 | 7 | 4 | 18 | 6 | 24 | 12 | 14.61 | 7.0 | Standard | 196.13 | 37.111292 | Yes | 164.417239 | 309.676266 | Low_spent_Medium_value_payments | 123.455828 | Standard | 0 |
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