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| ID | Описание | Дата |
|---|---|---|
| a82691f7-b89a-4987-b964-e79903d96c22 | envisioneer web-enabled communities | 1993-09-16 |
| 4492ea6d-0e9e-461f-acf2-e4eb644d90b4 | evolve B2B niches | 1972-05-22 |
| d6c22c3a-8280-42a9-b084-073777060ebd | leverage plug-and-play relationships | 1996-03-17 |
| 4a913b59-4145-4e9c-9c25-27e9214b8dcb | orchestrate user-centric platforms | 2012-08-02 |
| 96639de9-d739-4b15-98c4-da100c607b8b | brand world-class web-readiness | 2022-09-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | Musician | 35133.490 | 4 | 4 | 8 | 3 | 16 | 12 | 7.29 | 4.0 | Standard | 586.60 | 29.725576 | Yes | 45.892911 | 187.599165 | High_spent_Small_value_payments | 314.887008 | Standard | 344 |
| 34 | Teacher | 34514.510 | 4 | 6 | 9 | 4 | 29 | 8 | 7.25 | 3.0 | Standard | 841.46 | 34.750847 | Yes | 102.462583 | 63.023224 | High_spent_Large_value_payments | 381.235109 | Standard | 214 |
| 30 | Mechanic | 84374.120 | 8 | 7 | 9 | 3 | 8 | 12 | 10.17 | 2.0 | Standard | 1000.76 | 32.658076 | NM | 145.231726 | 161.935421 | High_spent_Small_value_payments | 673.250519 | Standard | 262 |
| 20 | Engineer | 9592.415 | 3 | 4 | 9 | 3 | 27 | 19 | 0.00 | 4.0 | Good | 754.55 | 38.092552 | No | 74.702714 | 11.218797 | High_spent_Small_value_payments | 286.642318 | Standard | 296 |
| 47 | Teacher | 33683.380 | 8 | 6 | 9 | 4 | 19 | 20 | 3.32 | 3.0 | Good | 622.08 | 37.765453 | No | 78.366892 | 129.334900 | Low_spent_Large_value_payments | 327.593042 | Good | 395 |
| 34 | Manager | 28238.450 | 5 | 5 | 17 | 3 | 30 | 22 | 19.82 | 2.0 | Standard | 4.61 | 38.052389 | Yes | 56.160912 | 90.046945 | Low_spent_Small_value_payments | 360.512559 | Standard | 258 |
| 41 | Architect | 38712.580 | 2 | 3 | 4 | 3 | 5 | 7 | 4.63 | 0.0 | Good | 1054.58 | 23.844815 | No | 49.448647 | 44.858967 | High_spent_Medium_value_payments | 502.297219 | Good | 296 |
| 22 | Musician | 60460.920 | 4 | 6 | 16 | 1 | 19 | 5 | 9.30 | 8.0 | Standard | 1040.47 | 31.136996 | Yes | 40.275014 | 391.278193 | Low_spent_Large_value_payments | 323.987792 | Standard | 175 |
| 31 | Accountant | 107157.120 | 8 | 6 | 9 | 0 | 23 | 19 | 5.90 | 2.0 | Good | 182.91 | 36.234395 | No | 0.000000 | 436.608308 | Low_spent_Small_value_payments | 771.267692 | Standard | 315 |
| 35 | Journalist | 77604.320 | 1 | 7 | 5 | 3 | 0 | 12 | 4.51 | 1.0 | Good | 550.67 | 31.789812 | No | 153.325414 | 572.714060 | Low_spent_Large_value_payments | 173.963192 | Poor | 257 |
| 26 | Manager | 156687.160 | 2 | 3 | 7 | 1 | 1 | 5 | 12.52 | 7.0 | Good | 500.94 | 43.474010 | No | 80.576532 | 266.026937 | High_spent_Large_value_payments | 1202.922864 | Standard | 392 |
| 21 | Architect | 18822.020 | 4 | 3 | 19 | 2 | 11 | 18 | 9.63 | 10.0 | Standard | 1464.16 | 31.649125 | Yes | 16.429684 | 85.709910 | Low_spent_Medium_value_payments | 360.010572 | Standard | 191 |
| 15 | Accountant | 19860.550 | 6 | 3 | 16 | 2 | 15 | 16 | 18.07 | 4.0 | Standard | 1101.26 | 29.325935 | Yes | 18.539143 | 24.468559 | High_spent_Large_value_payments | 366.096881 | Standard | 167 |
| 33 | Lawyer | 14184.935 | 5 | 5 | 6 | 3 | 15 | 5 | 6.66 | 4.0 | Good | 849.98 | 25.206986 | No | 26.371076 | 30.293151 | Low_spent_Medium_value_payments | 327.143564 | Standard | 250 |
| 49 | Manager | 72099.140 | 4 | 3 | 2 | 4 | 20 | 2 | 11.27 | 4.0 | Good | 1421.95 | 27.714070 | NM | 189.886104 | 100.331369 | High_spent_Large_value_payments | 557.708694 | Good | 333 |
| 56 | Journalist | 31226.770 | 5 | 7 | 11 | 0 | 15 | 4 | 0.97 | 3.0 | Good | 1426.06 | 28.623015 | No | 0.000000 | 368.844142 | Low_spent_Small_value_payments | 208.978941 | Poor | 0 |
| 52 | Manager | 31848.720 | 5 | 3 | 9 | 3 | 12 | 3 | 9.25 | 4.0 | Good | 619.73 | 28.888519 | No | 74.324207 | 99.130529 | High_spent_Medium_value_payments | 335.351264 | Standard | 316 |
| 17 | Accountant | 8886.055 | 8 | 3 | 6 | 6 | 13 | 11 | 12.43 | 8.0 | Standard | 1190.59 | 31.782729 | Yes | 34.788882 | 22.175527 | High_spent_Medium_value_payments | 247.486049 | Standard | 227 |
| 28 | Teacher | 65668.780 | 2 | 6 | 4 | 4 | 9 | 11 | 7.36 | 0.0 | Good | 1261.43 | 27.974283 | No | 135.148740 | 319.810923 | High_spent_Small_value_payments | 328.880171 | Poor | 345 |
| 49 | Scientist | 42235.770 | 0 | 3 | 8 | 4 | 22 | 9 | 6.83 | 1.0 | Good | 1366.30 | 33.251990 | No | 82.562877 | 44.013977 | High_spent_Medium_value_payments | 489.887896 | Poor | 0 |
| 28 | Manager | 62827.470 | 4 | 7 | 16 | 1 | 8 | 13 | 10.77 | 4.0 | Standard | 1031.09 | 27.995361 | No | 39.065197 | 625.829143 | Low_spent_Small_value_payments | 169.267910 | Standard | 206 |
| 49 | Teacher | 17039.415 | 2 | 5 | 4 | 0 | 8 | 4 | 3.07 | 4.0 | Good | 1373.74 | 23.587086 | NM | 0.000000 | 67.113338 | Low_spent_Large_value_payments | 364.581787 | Standard | 194 |
| 54 | Architect | 31647.020 | 2 | 6 | 5 | 3 | 8 | 8 | 2.49 | 3.0 | Good | 468.03 | 33.481309 | No | 64.821825 | 129.813695 | High_spent_Small_value_payments | 337.889647 | Poor | 195 |
| 45 | Manager | 44624.660 | 1 | 7 | 4 | 0 | 1 | 0 | 3.46 | 2.0 | Good | 186.89 | 30.655049 | No | 0.000000 | 303.107665 | Low_spent_Medium_value_payments | 346.564501 | Standard | 391 |
| 55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 7 | 8 | 7.64 | 3.0 | Good | 626.64 | 33.592907 | No | 44.913080 | 185.163219 | Low_spent_Small_value_payments | 198.115326 | Standard | 399 |
| 42 | Accountant | 31700.120 | 5 | 5 | 12 | 3 | 15 | 0 | 11.02 | 3.0 | Good | 1302.53 | 27.258801 | No | 45.663686 | 0.000000 | Low_spent_Small_value_payments | 353.615879 | Poor | 397 |
| 30 | Developer | 21526.910 | 6 | 6 | 19 | 2 | 19 | 20 | 19.28 | 7.0 | Standard | 261.14 | 27.950274 | Yes | 20.923227 | 31.430680 | High_spent_Large_value_payments | 341.737010 | Standard | 0 |
| 52 | Lawyer | 41911.840 | 3 | 5 | 13 | 1 | 18 | 14 | 10.64 | 4.0 | Standard | 332.23 | 29.622571 | NM | 29.348846 | 77.163842 | High_spent_Medium_value_payments | 475.652646 | Standard | 225 |
| 54 | Doctor | 98495.800 | 5 | 5 | 14 | 1 | 7 | 5 | 7.73 | 7.0 | Standard | 1362.58 | 34.839077 | Yes | 60.763268 | 475.854614 | Low_spent_Small_value_payments | 566.780451 | Standard | 376 |
| 49 | Writer | 70481.190 | 8 | 5 | 16 | 0 | 26 | 10 | 5.75 | 4.0 | Standard | 1087.10 | 24.334030 | Yes | 0.000000 | 120.334379 | High_spent_Large_value_payments | 678.108871 | Standard | 312 |
| 48 | Entrepreneur | 28161.850 | 8 | 5 | 6 | 4 | 29 | 11 | 7.72 | 5.0 | Standard | 699.69 | 24.472036 | Yes | 93.506721 | 132.093249 | Low_spent_Small_value_payments | 306.682114 | Standard | 300 |
| 24 | Architect | 60015.320 | 7 | 4 | 14 | 7 | 8 | 8 | 10.47 | 6.0 | Standard | 1095.15 | 37.378530 | Yes | 187.008683 | 146.639926 | Low_spent_Large_value_payments | 448.479058 | Standard | 186 |
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