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| ID | Описание | Дата |
|---|---|---|
| 9e4f1179-6ee8-4d3a-9884-5d322b9e0cb4 | implement efficient applications | 1994-06-19 |
| 21dc8302-67d9-4662-96d1-75651f4cc9ea | leverage killer e-commerce | 1998-01-17 |
| 2d527f20-322d-4ea9-8a7f-043585495c9c | orchestrate wireless relationships | 2002-04-21 |
| d464d100-6f5b-4485-a4a4-b42a7165c06a | engineer turn-key convergence | 1998-11-19 |
| 2ad7b775-a3f6-4081-9a61-d9d1a933c1e5 | transform sticky e-tailers | 1993-02-27 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | Lawyer | 12600.445 | 5 | 5 | 10 | 3 | 25 | 20 | 21.79 | 7.0 | Standard | 569.80 | 34.125306 | Yes | 26.060348 | 56.908896 | Low_spent_Medium_value_payments | 275.234465 | Poor | 0 |
| 19 | Accountant | 30029.590 | 0 | 4 | 5 | 4 | 10 | 10 | 4.48 | 1.0 | Good | 466.13 | 28.926512 | NM | 68.427060 | 48.305227 | High_spent_Medium_value_payments | 373.914297 | Good | 377 |
| 41 | Writer | 42776.510 | 4 | 4 | 3 | 0 | 11 | 11 | 1.45 | 2.0 | Good | 152.77 | 35.269718 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 389.103862 | Standard | 263 |
| 54 | Accountant | 41070.530 | 2 | 2 | 7 | 3 | 6 | 12 | 7.00 | 1.0 | Good | 1431.22 | 23.828930 | No | 80.591908 | 87.517137 | Low_spent_Medium_value_payments | 448.345371 | Good | 242 |
| 23 | Mechanic | 96148.050 | 4 | 5 | 20 | 4 | 12 | 19 | 8.16 | 4.0 | Standard | 1244.79 | 38.880665 | No | 197.778425 | 192.649714 | High_spent_Small_value_payments | 657.105611 | Standard | 329 |
| 28 | Doctor | 19903.785 | 1 | 4 | 7 | 0 | 0 | 1 | 4.33 | 1.0 | Good | 1015.40 | 24.839508 | NM | 0.000000 | 15.290134 | High_spent_Large_value_payments | 391.774741 | Standard | 351 |
| 30 | Media_Manager | 69502.120 | 3 | 7 | 17 | 2 | 14 | 11 | 6.86 | 8.0 | Standard | 1065.78 | 40.860742 | Yes | 96.181216 | 48.210136 | High_spent_Large_value_payments | 669.192981 | Standard | 364 |
| 53 | Teacher | 17707.460 | 6 | 6 | 5 | 0 | 23 | 17 | 16.37 | 3.0 | Standard | 1425.54 | 32.307551 | Yes | 165.728856 | 29.505991 | High_spent_Small_value_payments | 374.556175 | Good | 323 |
| 20 | Media_Manager | 45941.280 | 6 | 4 | 4 | 3 | 27 | 19 | 1.57 | 7.0 | Good | 1279.96 | 34.434472 | No | 80.894862 | 212.717269 | Low_spent_Small_value_payments | 397.031868 | Good | 337 |
| 52 | Doctor | 20830.800 | 8 | 3 | 19 | 1 | 17 | 16 | 11.67 | 1.0 | Standard | 449.39 | 29.686628 | NM | 12.389967 | 25.556415 | High_spent_Large_value_payments | 388.843619 | Standard | 363 |
| 36 | Journalist | 33465.570 | 0 | 5 | 10 | 2 | 11 | 2 | 4.62 | 1.0 | Good | 531.91 | 39.243891 | No | 40.224603 | 53.913863 | High_spent_Small_value_payments | 447.941283 | Poor | 374 |
| 36 | Accountant | 43287.280 | 7 | 6 | 13 | 4 | 26 | 11 | 14.15 | 3.0 | Standard | 1393.19 | 39.989308 | Yes | 111.362146 | 201.447789 | Low_spent_Large_value_payments | 341.117398 | Standard | 0 |
| 47 | Doctor | 33022.950 | 3 | 5 | 3 | 0 | 13 | 4 | 10.27 | 1.0 | Good | 320.54 | 39.244192 | No | 0.000000 | 30.570327 | High_spent_Large_value_payments | 507.020923 | Poor | 235 |
| 32 | Accountant | 35149.910 | 4 | 6 | 15 | 0 | 15 | 9 | 8.00 | 1.0 | Standard | 476.09 | 38.826805 | Yes | 0.000000 | 97.390833 | Low_spent_Small_value_payments | 462.925084 | Standard | 264 |
| 35 | Musician | 99955.080 | 8 | 4 | 20 | 4 | 15 | 7 | 4.86 | 7.0 | Standard | 132.59 | 27.337679 | NM | 174.471857 | 182.030992 | High_spent_Small_value_payments | 742.356151 | Standard | 346 |
| 31 | Journalist | 33470.430 | 7 | 5 | 10 | 1 | 11 | 15 | 15.22 | 4.0 | Standard | 1318.49 | 35.049061 | Yes | 16.088074 | 319.045006 | Low_spent_Small_value_payments | 229.287170 | Standard | 306 |
| 53 | Doctor | 10777.430 | 5 | 4 | 17 | 2 | 27 | 10 | 6.59 | 3.0 | Standard | 569.95 | 29.731887 | Yes | 10.351652 | 37.459050 | Low_spent_Large_value_payments | 296.301215 | Standard | 280 |
| 55 | Teacher | 89342.580 | 5 | 3 | 5 | 0 | 6 | 11 | 8.08 | 1.0 | Good | 533.66 | 41.805229 | No | 0.000000 | 138.089813 | High_spent_Small_value_payments | 886.331687 | Standard | 355 |
| 44 | Architect | 70943.860 | 4 | 4 | 12 | 1 | 14 | 16 | 13.14 | 6.0 | Standard | 326.61 | 24.866322 | Yes | 39.690754 | 42.511700 | High_spent_Large_value_payments | 755.996379 | Standard | 383 |
| 53 | Mechanic | 43044.010 | 5 | 2 | 8 | 0 | 14 | 1 | 9.47 | 1.0 | Good | 1154.92 | 26.847249 | No | 0.000000 | 314.902436 | Low_spent_Large_value_payments | 322.997648 | Good | 370 |
| 25 | Manager | 16416.380 | 9 | 9 | 34 | 6 | 32 | 27 | 13.88 | 9.0 | Bad | 1319.87 | 28.463862 | Yes | 80.505351 | 105.168041 | Low_spent_Small_value_payments | 261.029774 | Poor | 228 |
| 23 | Doctor | 15298.940 | 5 | 7 | 5 | 3 | 21 | 18 | 4.43 | 1.0 | Standard | 350.90 | 26.600497 | Yes | 35.323208 | 34.614405 | Low_spent_Medium_value_payments | 317.953554 | Standard | 217 |
| 54 | Journalist | 31467.580 | 0 | 5 | 1 | 2 | 16 | 7 | 0.20 | 4.0 | Good | 680.89 | 37.172402 | No | 167.524165 | 273.810210 | Low_spent_Small_value_payments | 244.768200 | Standard | 313 |
| 36 | Manager | 35648.940 | 7 | 3 | 7 | 2 | 15 | 13 | 9.34 | 3.0 | Standard | 1053.30 | 28.057453 | No | 53.926262 | 301.317744 | Low_spent_Small_value_payments | 209.030494 | Standard | 244 |
| 48 | Scientist | 10682.245 | 7 | 6 | 6 | 4 | 20 | 19 | 8.22 | 0.0 | Standard | 1269.60 | 39.364989 | No | 17.933634 | 57.750949 | Low_spent_Small_value_payments | 283.234126 | Standard | 324 |
| 39 | Doctor | 16833.105 | 5 | 5 | 4 | 4 | 7 | 15 | 10.99 | 6.0 | Good | 35.71 | 25.120506 | No | 51.702938 | 95.411628 | Low_spent_Medium_value_payments | 287.161309 | Good | 231 |
| 38 | Doctor | 75069.090 | 7 | 6 | 5 | 3 | 6 | 15 | 0.90 | 3.0 | Good | 1088.90 | 27.701190 | No | 124.650655 | 0.000000 | Low_spent_Medium_value_payments | 132.440879 | Poor | 192 |
| 29 | Mechanic | 42185.250 | 4 | 5 | 9 | 1 | 13 | 11 | 5.14 | 1.0 | Good | 720.43 | 34.675892 | No | 32.715390 | 148.009358 | Low_spent_Small_value_payments | 458.819002 | Standard | 395 |
| 52 | Scientist | 37262.120 | 0 | 1 | 3 | 3 | 8 | 12 | 9.94 | 4.0 | Good | 311.34 | 35.146494 | No | 89.881332 | 123.579285 | High_spent_Medium_value_payments | 372.057050 | Good | 195 |
| 24 | Teacher | 21206.480 | 7 | 5 | 8 | 0 | 21 | 15 | 9.30 | 2.0 | Good | 231.87 | 39.284909 | No | 0.000000 | 61.798266 | High_spent_Medium_value_payments | 351.322401 | Good | 0 |
| 32 | Mechanic | 10424.525 | 8 | 3 | 18 | 4 | 24 | 12 | 18.02 | 7.0 | Standard | 164.79 | 33.607503 | Yes | 26.828788 | 75.601761 | Low_spent_Small_value_payments | 254.340492 | Standard | 358 |
| 21 | Media_Manager | 22049.235 | 4 | 3 | 12 | 2 | 1 | 1 | 4.75 | 4.0 | Good | 385.85 | 28.430611 | No | 27.505337 | 0.000000 | Low_spent_Large_value_payments | 264.379914 | Good | 359 |
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