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| ID | Описание | Дата |
|---|---|---|
| 559df2da-56be-4419-951f-c71acd86704d | matrix holistic e-markets | 1975-11-02 |
| 0c60ea74-c5b4-4d23-9b30-921244358ad6 | utilize global markets | 1998-03-19 |
| eb29ca85-3183-415c-a6df-1480f3e5d515 | architect intuitive vortals | 1978-03-23 |
| 9c5b76af-ec74-4d77-93ac-513888ad8b33 | deliver value-added metrics | 1988-05-31 |
| 53962b53-eafd-4e9f-9eeb-890656c4c15e | iterate killer deliverables | 1998-05-27 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | Teacher | 85328.730 | 3 | 4 | 11 | 1 | 12 | 14 | 1.83 | 2.0 | Good | 585.05 | 37.649230 | No | 68.458966 | 137.170284 | High_spent_Large_value_payments | 720.243499 | Good | 384 |
| 40 | Accountant | 25399.680 | 4 | 4 | 9 | 3 | 28 | 10 | 14.99 | 11.0 | Standard | 1495.03 | 39.599321 | Yes | 61.003436 | 68.470505 | High_spent_Medium_value_payments | 332.990059 | Poor | 193 |
| 40 | Lawyer | 9542.280 | 6 | 6 | 14 | 4 | 22 | 10 | 14.96 | 6.0 | Standard | 322.61 | 36.954630 | NM | 22.400699 | 0.000000 | High_spent_Small_value_payments | 292.254898 | Standard | 93 |
| 19 | Manager | 69374.780 | 1 | 3 | 12 | 2 | 13 | 5 | 11.07 | 1.0 | Good | 1171.73 | 32.296996 | No | 68.542053 | 61.467642 | High_spent_Large_value_payments | 681.013472 | Good | 341 |
| 24 | Media_Manager | 67726.170 | 8 | 7 | 20 | 2 | 29 | 9 | 13.76 | 5.0 | Standard | 337.25 | 32.965163 | NM | 93.188698 | 94.988752 | High_spent_Medium_value_payments | 645.907300 | Standard | 299 |
| 30 | Media_Manager | 64030.600 | 6 | 6 | 15 | 5 | 11 | 15 | 16.52 | 11.0 | Standard | 1253.52 | 26.798370 | Yes | 183.814304 | 346.953934 | Low_spent_Medium_value_payments | 300.320096 | Standard | 180 |
| 35 | Entrepreneur | 12127.235 | 4 | 4 | 11 | 1 | 29 | 16 | 6.96 | 5.0 | Standard | 581.87 | 30.273088 | Yes | 5.629824 | 38.663453 | High_spent_Small_value_payments | 305.167015 | Standard | 370 |
| 55 | Journalist | 68041.560 | 3 | 5 | 1 | 3 | 9 | 9 | 11.55 | 4.0 | Good | 844.81 | 36.015278 | NM | 93.668776 | 522.117832 | Low_spent_Large_value_payments | 242.726392 | Good | 333 |
| 29 | Lawyer | 102942.360 | 3 | 5 | 18 | 2 | 22 | 14 | 18.28 | 5.0 | Standard | 76.07 | 26.422533 | NM | 131.600949 | 132.623552 | High_spent_Large_value_payments | 821.828499 | Standard | 169 |
| 32 | Media_Manager | 14049.075 | 3 | 6 | 4 | 1 | 11 | 4 | 2.69 | 3.0 | Good | 1409.86 | 25.513147 | NM | 10.848787 | 18.825970 | High_spent_Medium_value_payments | 341.700868 | Standard | 214 |
| 32 | Writer | 16114.170 | 3 | 6 | 13 | 2 | 26 | 14 | 14.99 | 6.0 | Standard | 1246.74 | 34.195929 | Yes | 25.779887 | 57.163326 | Low_spent_Medium_value_payments | 313.141537 | Standard | 231 |
| 29 | Accountant | 35856.820 | 3 | 6 | 20 | 1 | 16 | 15 | 16.02 | 5.0 | Standard | 1212.78 | 37.702681 | Yes | 20.552123 | 166.614775 | Low_spent_Medium_value_payments | 384.639936 | Standard | 309 |
| 55 | Accountant | 14664.910 | 5 | 4 | 5 | 1 | 24 | 10 | 0.75 | 4.0 | Good | 192.25 | 33.122449 | No | 10.421804 | 39.932564 | Low_spent_Small_value_payments | 345.053215 | Poor | 370 |
| 39 | Accountant | 32777.510 | 5 | 4 | 1 | 3 | 4 | 6 | 4.22 | 2.0 | Good | 653.37 | 35.100754 | No | 64.975909 | 0.000000 | High_spent_Small_value_payments | 401.684243 | Good | 311 |
| 31 | Manager | 16892.100 | 3 | 2 | 5 | 2 | 13 | 7 | 9.17 | 5.0 | Good | 1063.31 | 33.091170 | No | 25.285606 | 102.563744 | Low_spent_Small_value_payments | 328.418151 | Standard | 346 |
| 26 | Scientist | 26013.730 | 7 | 6 | 5 | 3 | 16 | 0 | 4.58 | 1.0 | Standard | 515.55 | 32.959301 | Yes | 59.212043 | 52.494115 | High_spent_Small_value_payments | 338.774925 | Standard | 248 |
| 50 | Journalist | 71825.980 | 4 | 4 | 9 | 3 | 1 | 10 | 10.97 | 2.0 | Good | 153.08 | 30.310677 | No | 168.507797 | 307.535035 | High_spent_Small_value_payments | 391.807001 | Good | 211 |
| 42 | Engineer | 17468.190 | 10 | 6 | 25 | 3 | 53 | 12 | 8.20 | 10.0 | Standard | 1495.90 | 33.215569 | NM | 23.267794 | 0.000000 | High_spent_Medium_value_payments | 344.117813 | Poor | 138 |
| 15 | Manager | 15814.770 | 7 | 4 | 13 | 7 | 22 | 8 | 10.69 | 5.0 | Standard | 902.47 | 32.593378 | Yes | 58.119995 | 54.632684 | Low_spent_Medium_value_payments | 297.337072 | Standard | 234 |
| 43 | Accountant | 7295.715 | 3 | 5 | 34 | 7 | 16 | 14 | 10.00 | 6.0 | Standard | 1349.10 | 25.260580 | Yes | 21.292896 | 34.685364 | Low_spent_Small_value_payments | 278.519365 | Standard | 124 |
| 55 | Lawyer | 57724.360 | 3 | 5 | 5 | 3 | 8 | 2 | 2.18 | 1.0 | Good | 526.31 | 27.330648 | No | 121.656194 | 120.781108 | High_spent_Medium_value_payments | 477.499032 | Standard | 278 |
| 23 | Architect | 100697.640 | 8 | 7 | 16 | 1 | 9 | 13 | 19.19 | 6.0 | Standard | 1115.00 | 35.941942 | Yes | 78.420688 | 423.159800 | Low_spent_Small_value_payments | 653.366513 | Standard | 253 |
| 38 | Accountant | 31021.080 | 2 | 4 | 10 | 1 | 5 | 5 | 2.33 | 4.0 | Good | 366.86 | 30.217303 | NM | 16.968841 | 138.448485 | Low_spent_Large_value_payments | 364.591674 | Good | 292 |
| 53 | Lawyer | 60180.090 | 7 | 7 | 17 | 3 | 28 | 17 | 11.34 | 1.0 | Standard | 1293.89 | 23.811128 | No | 108.631131 | 445.870129 | Low_spent_Medium_value_payments | 247.299490 | Standard | 331 |
| 30 | Manager | 68130.210 | 7 | 5 | 19 | 2 | 27 | 17 | 11.00 | 5.0 | Standard | 1069.66 | 24.189913 | Yes | 58.253122 | 0.000000 | High_spent_Large_value_payments | 651.370276 | Standard | 203 |
| 51 | Musician | 21761.490 | 5 | 4 | 4 | 3 | 10 | 11 | 8.77 | 2.0 | Standard | 830.29 | 29.737990 | No | 38.785619 | 40.064213 | High_spent_Large_value_payments | 322.695918 | Good | 185 |
| 22 | Teacher | 35007.330 | 5 | 2 | 2 | 0 | 1 | 9 | 2.12 | 1.0 | Good | 733.96 | 35.349349 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 413.664712 | Good | 385 |
| 46 | Developer | 31877.720 | 3 | 6 | 20 | 1 | 28 | 10 | 1.46 | 4.0 | Standard | 886.59 | 31.019376 | No | 21.794375 | 93.631842 | High_spent_Small_value_payments | 401.721450 | Standard | 299 |
| 50 | Mechanic | 40671.270 | 2 | 5 | 9 | 3 | 6 | 2 | 5.21 | 2.0 | Good | 467.70 | 32.435345 | No | 92.713168 | 196.512069 | Low_spent_Medium_value_payments | 338.402012 | Good | 327 |
| 41 | Teacher | 14468.225 | 4 | 7 | 12 | 2 | 5 | 10 | 2.65 | 4.0 | Good | 579.47 | 37.804927 | No | 18.046828 | 0.000000 | High_spent_Small_value_payments | 322.757195 | Good | 0 |
| 51 | Doctor | 24251.490 | 8 | 4 | 14 | 1 | 24 | 20 | 3.53 | 2.0 | Standard | 1062.17 | 26.928664 | Yes | 18.835550 | 73.178588 | High_spent_Medium_value_payments | 357.181612 | Standard | 360 |
| 47 | Developer | 93841.650 | 0 | 3 | 6 | 1 | 29 | 10 | 1.08 | 0.0 | Good | 1042.20 | 37.181002 | NM | 52.686572 | 90.015173 | High_spent_Medium_value_payments | 918.812005 | Poor | 182 |
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