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| ID | Описание | Дата |
|---|---|---|
| 3da77c7c-ba5e-49d9-85d7-45b4d5959ab1 | transform visionary e-services | 1986-11-02 |
| c5fb0210-1e4c-4489-9b39-e3924c029bb5 | seize innovative markets | 1977-02-17 |
| 66ff2697-f128-4ad5-a741-b3786af1a4b5 | syndicate plug-and-play initiatives | 1972-04-22 |
| 43e2e617-73fb-4229-b669-01a9b95c9f85 | utilize cross-platform action-items | 1999-03-17 |
| c443f826-62cb-4d87-8db5-5ead4d587424 | repurpose integrated channels | 1984-10-19 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | Doctor | 10352.745 | 3 | 5 | 6 | 7 | 27 | 17 | 15.99 | 8.0 | Standard | 343.41 | 36.600128 | Yes | 36.629377 | 0.000000 | Low_spent_Small_value_payments | 266.580449 | Standard | 67 |
| 28 | Lawyer | 99903.360 | 8 | 6 | 8 | 0 | 16 | 14 | 9.14 | 3.0 | Good | 29.60 | 35.933657 | No | 0.000000 | 197.010520 | High_spent_Large_value_payments | 887.217480 | Good | 0 |
| 43 | Teacher | 86092.120 | 7 | 3 | 14 | 1 | 8 | 19 | 11.43 | 1.0 | Standard | 707.95 | 24.649200 | No | 64.039883 | 411.949890 | Low_spent_Medium_value_payments | 496.944560 | Standard | 301 |
| 36 | Scientist | 33878.150 | 4 | 2 | 8 | 0 | 3 | 12 | 6.64 | 2.0 | Good | 1195.14 | 30.404149 | No | 0.000000 | 378.152022 | Low_spent_Small_value_payments | 214.965894 | Good | 193 |
| 36 | Media_Manager | 49187.070 | 6 | 6 | 25 | 6 | 26 | 13 | 12.04 | 7.0 | Standard | 1357.26 | 28.493504 | Yes | 198.608332 | 63.577580 | High_spent_Medium_value_payments | 370.206338 | Standard | 206 |
| 37 | Lawyer | 67644.920 | 4 | 9 | 22 | 2 | 23 | 19 | 14.03 | 11.0 | Standard | 1402.56 | 32.462967 | Yes | 102.785424 | 174.836079 | High_spent_Medium_value_payments | 518.886164 | Poor | 104 |
| 24 | Entrepreneur | 158623.160 | 2 | 7 | 10 | 1 | 10 | 7 | 12.04 | 0.0 | Good | 1134.83 | 32.102364 | No | 91.033905 | 733.494567 | Low_spent_Medium_value_payments | 773.531195 | Poor | 361 |
| 41 | Engineer | 19269.565 | 4 | 6 | 9 | 4 | 15 | 8 | 6.67 | 2.0 | Good | 578.31 | 33.893525 | No | 40.149529 | 52.765591 | Low_spent_Large_value_payments | 311.464588 | Standard | 333 |
| 41 | Writer | 61355.120 | 6 | 7 | 8 | 0 | 27 | 5 | 4.86 | 2.0 | Standard | 428.61 | 38.331872 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 571.682032 | Standard | 255 |
| 36 | Entrepreneur | 42847.790 | 4 | 7 | 2 | 2 | 1 | 9 | 9.81 | 9.0 | Good | 181.47 | 34.608245 | NM | 52.276195 | 416.317338 | Low_spent_Small_value_payments | 199.671383 | Good | 253 |
| 47 | Journalist | 34962.320 | 3 | 6 | 9 | 3 | 13 | 7 | 1.49 | 1.0 | Good | 1470.65 | 30.014168 | No | 74.323872 | 312.410380 | Low_spent_Small_value_payments | 181.418415 | Good | 201 |
| 28 | Doctor | 37823.270 | 3 | 5 | 12 | 2 | 14 | 12 | 7.14 | 8.0 | Good | 504.85 | 25.969516 | No | 59.039182 | 136.158647 | High_spent_Small_value_payments | 364.296087 | Good | 297 |
| 24 | Doctor | 41026.380 | 5 | 7 | 9 | 6 | 9 | 19 | 17.24 | 7.0 | Standard | 1241.69 | 38.397242 | Yes | 181.804023 | 198.316115 | Low_spent_Large_value_payments | 206.566362 | Standard | 160 |
| 35 | Media_Manager | 27412.030 | 6 | 7 | 15 | 3 | 12 | 13 | 4.74 | 6.0 | Standard | 80.06 | 38.007923 | Yes | 56.247443 | 65.202926 | High_spent_Medium_value_payments | 378.483215 | Standard | 119 |
| 32 | Accountant | 43450.250 | 0 | 3 | 4 | 2 | 6 | 0 | 7.47 | 2.0 | Good | 588.59 | 27.261250 | NM | 41.399644 | 395.292006 | Low_spent_Small_value_payments | 224.493767 | Good | 280 |
| 47 | Accountant | 22407.570 | 8 | 3 | 13 | 1 | 8 | 11 | 0.00 | 8.0 | Standard | 359.41 | 38.047871 | No | 9.406580 | 187.158712 | Low_spent_Small_value_payments | 261.164459 | Standard | 365 |
| 38 | Journalist | 32244.750 | 8 | 7 | 12 | 1 | 25 | 8 | 16.03 | 7.0 | Standard | 1001.48 | 34.603267 | NM | 22.353726 | 51.925816 | High_spent_Large_value_payments | 421.226709 | Good | 0 |
| 35 | Developer | 16640.350 | 5 | 6 | 9 | 1 | 21 | 7 | 7.24 | 5.0 | Standard | 1128.37 | 37.571201 | Yes | 7.504740 | 0.000000 | Low_spent_Large_value_payments | 350.653926 | Poor | 210 |
| 20 | Engineer | 17902.265 | 5 | 4 | 5 | 2 | 13 | 12 | 3.55 | 4.0 | Good | 450.32 | 36.420372 | No | 16.245051 | 107.976119 | Low_spent_Small_value_payments | 296.464372 | Good | 0 |
| 44 | Musician | 150625.480 | 4 | 5 | 12 | 2 | 9 | 6 | 7.36 | 7.0 | Good | 898.13 | 35.490485 | No | 169.083971 | 213.086516 | High_spent_Large_value_payments | 1091.441847 | Standard | 309 |
| 19 | Teacher | 113384.820 | 2 | 4 | 8 | 3 | 19 | 9 | 10.41 | 3.0 | Good | 680.70 | 39.214560 | No | 149.617718 | 192.332605 | High_spent_Medium_value_payments | 858.823177 | Poor | 0 |
| 25 | Lawyer | 41403.340 | 4 | 6 | 2 | 2 | 23 | 10 | 4.23 | 1.0 | Good | 215.84 | 28.482075 | NM | 62.652390 | 62.749016 | High_spent_Large_value_payments | 487.626427 | Good | 255 |
| 48 | Lawyer | 32283.050 | 8 | 6 | 17 | 0 | 7 | 8 | 13.09 | 4.0 | Standard | 291.29 | 34.462411 | Yes | 0.000000 | 41.037879 | High_spent_Large_value_payments | 483.487538 | Good | 305 |
| 23 | Writer | 110675.880 | 8 | 5 | 16 | 1 | 6 | 11 | 8.04 | 0.0 | Standard | 1226.28 | 37.173287 | No | 79.676107 | 501.890449 | Low_spent_Small_value_payments | 600.732443 | Standard | 263 |
| 54 | Lawyer | 57524.560 | 4 | 7 | 9 | 2 | 11 | 10 | 1.59 | 8.0 | Good | 1068.65 | 26.172602 | NM | 67.027337 | 146.115893 | High_spent_Medium_value_payments | 540.428103 | Good | 0 |
| 47 | Accountant | 11274.515 | 3 | 5 | 6 | 4 | 5 | 16 | 0.00 | 2.0 | Standard | 771.99 | 35.886185 | NM | 32.033653 | 36.328935 | Low_spent_Large_value_payments | 270.591703 | Standard | 203 |
| 37 | Musician | 109655.250 | 1 | 4 | 6 | 0 | 12 | 1 | 8.27 | 4.0 | Good | 1234.63 | 40.762131 | No | 0.000000 | 389.432602 | Low_spent_Large_value_payments | 811.961148 | Standard | 308 |
| 34 | Entrepreneur | 16245.125 | 3 | 5 | 6 | 0 | 11 | 1 | 2.79 | 3.0 | Good | 744.47 | 37.065399 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 336.774816 | Good | 337 |
| 16 | Media_Manager | 66377.520 | 8 | 3 | 17 | 4 | 13 | 21 | 7.36 | 7.0 | Standard | 1450.51 | 33.437922 | NM | 199.459881 | 0.000000 | Low_spent_Medium_value_payments | 474.414414 | Poor | 276 |
| 42 | Architect | 73683.690 | 8 | 7 | 9 | 3 | 15 | 10 | 4.35 | 5.0 | Standard | 520.26 | 34.800748 | Yes | 152.871762 | 165.907636 | High_spent_Small_value_payments | 536.451352 | Standard | 394 |
| 21 | Journalist | 34769.690 | 2 | 3 | 6 | 4 | 2 | 15 | 5.88 | 3.0 | Good | 219.87 | 26.984694 | No | 109.999396 | 0.000000 | Low_spent_Small_value_payments | 170.055763 | Standard | 202 |
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