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| ID | Описание | Дата |
|---|---|---|
| 8a4df5a4-f6a0-4d1f-9e1a-5126ad3a257e | facilitate one-to-one e-markets | 2004-12-12 |
| e76dfb56-0d7e-40b3-bb6c-7dcc0fe13b32 | deploy cutting-edge interfaces | 2008-01-01 |
| 53e06e47-0290-4d92-bdfd-0c9cce3f4c23 | re-intermediate e-business communities | 2021-07-07 |
| e2204cca-13da-4cd4-a2b7-2d6436f5c19f | redefine dynamic schemas | 1996-03-11 |
| 660f45d7-b263-474d-a21a-624cd74722cc | cultivate rich mindshare | 2023-10-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Manager | 48608.780 | 5 | 5 | 5 | 2 | 14 | 17 | 15.11 | 12.0 | Standard | 345.71 | 35.641549 | Yes | 60.108482 | 151.971564 | High_spent_Medium_value_payments | 467.993120 | Standard | 191 |
| 49 | Doctor | 25877.950 | 7 | 3 | 12 | 1 | 10 | 19 | 6.43 | 0.0 | Standard | 1111.34 | 38.108797 | Yes | 12.041849 | 84.749456 | Low_spent_Medium_value_payments | 369.258279 | Poor | 393 |
| 23 | Mechanic | 68988.680 | 5 | 4 | 7 | 2 | 14 | 4 | 7.15 | 3.0 | Good | 1106.06 | 35.129378 | No | 101.358131 | 270.351631 | Low_spent_Small_value_payments | 512.495905 | Standard | 383 |
| 21 | Journalist | 50352.090 | 3 | 7 | 15 | 2 | 12 | 9 | 18.13 | 6.0 | Standard | 1385.99 | 33.650084 | Yes | 60.322435 | 131.318809 | High_spent_Medium_value_payments | 489.859506 | Poor | 203 |
| 26 | Scientist | 124885.110 | 3 | 6 | 1 | 1 | 10 | 12 | 10.41 | 0.0 | Good | 935.74 | 35.865024 | No | 73.823162 | 593.403900 | Low_spent_Medium_value_payments | 625.482187 | Standard | 364 |
| 15 | Lawyer | 9243.765 | 9 | 8 | 19 | 2 | 54 | 0 | 4.10 | 6.0 | Bad | 1459.06 | 33.420742 | NM | 13.682893 | 21.489726 | Low_spent_Medium_value_payments | 301.258755 | Standard | 164 |
| 30 | Manager | 28706.940 | 4 | 4 | 12 | 0 | 28 | 0 | 7.33 | 1.0 | Good | 780.11 | 39.636783 | No | 0.000000 | 260.597650 | Low_spent_Small_value_payments | 276.726850 | Good | 200 |
| 21 | Musician | 132897.240 | 3 | 5 | 7 | 1 | 8 | 1 | 18.35 | 4.0 | Good | 1473.37 | 36.588843 | No | 67.309250 | 189.242360 | High_spent_Large_value_payments | 1102.825391 | Standard | 398 |
| 48 | Media_Manager | 30092.130 | 1 | 3 | 9 | 2 | 3 | 3 | 1.58 | 4.0 | Good | 217.49 | 24.371473 | No | 35.756193 | 188.880105 | Low_spent_Large_value_payments | 274.331452 | Good | 370 |
| 27 | Writer | 32595.220 | 3 | 3 | 7 | 2 | 10 | 10 | 9.72 | 1.0 | Good | 796.88 | 33.067821 | No | 50.305433 | 68.029090 | Low_spent_Medium_value_payments | 422.292310 | Poor | 191 |
| 23 | Scientist | 24812.000 | 7 | 4 | 10 | 6 | 13 | 22 | 12.15 | 7.0 | Standard | 930.13 | 31.025399 | Yes | 88.369425 | 98.060492 | High_spent_Small_value_payments | 269.736749 | Standard | 199 |
| 39 | Architect | 57786.480 | 3 | 6 | 20 | 2 | 20 | 0 | 16.33 | 8.0 | Standard | 197.09 | 36.033800 | Yes | 81.780052 | 0.000000 | High_spent_Large_value_payments | 502.523088 | Standard | 187 |
| 39 | Doctor | 35586.400 | 5 | 5 | 6 | 6 | 12 | 14 | 14.68 | 10.0 | Standard | 1355.24 | 36.279363 | NM | 137.655894 | 231.553700 | Low_spent_Medium_value_payments | 190.443739 | Standard | 215 |
| 26 | Manager | 20648426.000 | 4 | 4 | 9 | 1 | 25 | 4 | 9.37 | 4.0 | Good | 50.07 | 30.995159 | No | 55.077103 | 171.356973 | High_spent_Large_value_payments | 880.078674 | Poor | 186 |
| 27 | Teacher | 22846.310 | 7 | 3 | 5 | 3 | 29 | 8 | 14.12 | 2.0 | Standard | 1374.76 | 31.675905 | NM | 44.814129 | 0.000000 | High_spent_Medium_value_payments | 368.818257 | Standard | 254 |
| 36 | Journalist | 21945.825 | 2 | 6 | 2 | 4 | 6 | 4 | 7.57 | 8.0 | Good | 202.68 | 38.934675 | No | 63.324553 | 72.648006 | High_spent_Medium_value_payments | 312.009316 | Standard | 297 |
| 29 | Media_Manager | 61711.890 | 5 | 5 | 5 | 2 | 21 | 14 | 14.46 | 7.0 | Standard | 464.00 | 39.409944 | Yes | 68.578867 | 0.000000 | Low_spent_Small_value_payments | 490.345106 | Standard | 68 |
| 20 | Lawyer | 49116.740 | 4 | 4 | 16 | 3 | 19 | 21 | 12.07 | 5.0 | Standard | 1429.53 | 32.098791 | Yes | 112.657379 | 452.113254 | Low_spent_Small_value_payments | 159.535533 | Standard | 216 |
| 45 | Manager | 28475.190 | 5 | 4 | 19 | 4 | 10 | 18 | 11.96 | 6.0 | Standard | 147.14 | 34.648037 | Yes | 67.082183 | 71.705789 | Low_spent_Large_value_payments | 340.305278 | Standard | 145 |
| 16 | Journalist | 132727.920 | 4 | 7 | 5 | 1 | 7 | 17 | 17.66 | 6.0 | Standard | 1286.07 | 30.107224 | Yes | 79.793396 | 339.903847 | High_spent_Medium_value_payments | 925.768757 | Standard | 0 |
| 55 | Media_Manager | 26918.640 | 7 | 4 | 9 | 1 | 4 | 17 | 6.24 | 3.0 | Standard | 226.50 | 29.671176 | NM | 11.854838 | 230.682394 | Low_spent_Small_value_payments | 296.884768 | Standard | 334 |
| 37 | Engineer | 44968.150 | 1 | 5 | 2 | 0 | 12 | 11 | 8.22 | 3.0 | Good | 871.85 | 31.613032 | No | 0.000000 | 240.022760 | High_spent_Small_value_payments | 372.811823 | Standard | 190 |
| 18 | Doctor | 16252.485 | 1 | 4 | 2 | 1 | 3 | 12 | 9.09 | 0.0 | Good | 1216.31 | 30.799926 | No | 11.698358 | 171.984519 | Low_spent_Small_value_payments | 257.754498 | Standard | 298 |
| 34 | Manager | 40924.810 | 3 | 5 | 4 | 3 | 10 | 2 | 8.68 | 0.0 | Good | 1204.84 | 30.893868 | No | 68.384878 | 123.713569 | Low_spent_Small_value_payments | 444.841637 | Good | 328 |
| 41 | Accountant | 20579.450 | 5 | 6 | 4 | 0 | 30 | 0 | 8.18 | 4.0 | Good | 1494.11 | 32.814076 | No | 0.000000 | 35.777130 | High_spent_Medium_value_payments | 395.718286 | Poor | 307 |
| 43 | Media_Manager | 53956.320 | 4 | 6 | 12 | 4 | 18 | 0 | 19.13 | 0.0 | Standard | 432.92 | 27.771255 | Yes | 158.845578 | 177.826898 | Low_spent_Small_value_payments | 404.763525 | Standard | 264 |
| 44 | Musician | 864701.000 | 8 | 5 | 16 | 2 | 6 | 20 | 8.23 | 4.0 | Standard | 1232.42 | 26.232828 | Yes | 92.476159 | 499.063339 | Low_spent_Large_value_payments | 212.255252 | Standard | 73 |
| 29 | Architect | 39831.100 | 1 | 2 | 6 | 1 | 14 | 12 | 2.08 | 4.0 | Good | 1.20 | 37.505457 | NM | 25.798024 | 87.859091 | High_spent_Medium_value_payments | 481.768718 | Good | 330 |
| 54 | Journalist | 59343.120 | 7 | 7 | 8 | 0 | 10 | 12 | 17.27 | 4.0 | Standard | 9.32 | 23.991271 | Yes | 0.000000 | 301.599019 | High_spent_Small_value_payments | 450.326981 | Standard | 0 |
| 27 | Mechanic | 41364.360 | 1 | 7 | 10 | 3 | 10 | 4 | 4.41 | 3.0 | Good | 127.28 | 24.366227 | No | 61.352315 | 56.293955 | High_spent_Large_value_payments | 488.556729 | Standard | 265 |
| 18 | Scientist | 43419.770 | 4 | 6 | 6 | 2 | 1 | 10 | 3.30 | 2.0 | Good | 158.54 | 24.549107 | No | 53.415640 | 84.277828 | High_spent_Large_value_payments | 434.437949 | Good | 375 |
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