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| ID | Описание | Дата |
|---|---|---|
| 44c5cf04-36b4-434e-9a55-d1badbf9c306 | benchmark cutting-edge platforms | 2000-11-16 |
| a0d3a4f1-5060-4ea7-8cb6-c5136c56e528 | repurpose robust users | 1988-01-21 |
| 36cc821d-379b-41a6-8094-81347b96b1db | utilize cross-platform solutions | 1970-12-29 |
| 0d86fdff-d627-40dc-bdf1-838125534d3a | redefine sticky networks | 2008-08-04 |
| 0b42bba9-7043-4920-b51f-c6f025e103a4 | redefine transparent architectures | 1988-10-17 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 49 | Teacher | 134810.130 | 5 | 7 | 6 | 2 | 4 | 0 | 10.54 | 4.0 | Good | 744.97 | 29.871764 | No | 199.842098 | 766.779933 | Low_spent_Medium_value_payments | 413.195719 | Good | 386 |
| 49 | Accountant | 83503.120 | 1 | 4 | 1 | 2 | 12 | 11 | 2.32 | 5.0 | Good | 796.88 | 34.123049 | No | 72.097433 | 384.902329 | High_spent_Small_value_payments | 508.259571 | Good | 331 |
| 29 | Scientist | 34107.420 | 8 | 5 | 17 | 2 | 15 | 15 | 10.55 | 7.0 | Standard | 884.77 | 38.611907 | Yes | 44.538555 | 102.570134 | Low_spent_Small_value_payments | 442.919811 | Poor | 203 |
| 30 | Entrepreneur | 63761.190 | 4 | 3 | 1 | 2 | 13 | 19 | 4.29 | 3.0 | Good | 1448.20 | 35.622244 | NM | 100.899584 | 232.696132 | High_spent_Small_value_payments | 440.747533 | Good | 271 |
| 43 | Teacher | 96882.930 | 5 | 6 | 6 | 1 | 8 | 3 | 11.61 | 4.0 | Good | 355.41 | 39.635653 | No | 73.173723 | 56.052470 | High_spent_Large_value_payments | 933.731557 | Poor | 371 |
| 21 | Developer | 23520.690 | 7 | 7 | 6 | 7 | 32 | 10 | 8.21 | 4.0 | Standard | 1235.31 | 34.339851 | Yes | 85.374591 | 81.643419 | Low_spent_Small_value_payments | 297.587740 | Standard | 118 |
| 22 | Architect | 72757.260 | 2 | 2 | 4 | 0 | 9 | 0 | 5.65 | 2.0 | Good | 522.38 | 33.164057 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 592.716076 | Good | 270 |
| 19 | Manager | 57994.960 | 3 | 5 | 1 | 2 | 11 | 1 | 9.56 | 2.0 | Good | 1096.70 | 33.525255 | NM | 92.471440 | 408.035261 | Low_spent_Large_value_payments | 234.884633 | Standard | 0 |
| 45 | Lawyer | 19547.065 | 3 | 2 | 8 | 3 | 15 | 12 | 5.14 | 5.0 | Good | 824.36 | 28.565314 | NM | 46.362559 | 148.834324 | Low_spent_Small_value_payments | 243.495325 | Good | 387 |
| 36 | Developer | 10143.890 | 4 | 7 | 14 | 3 | 25 | 19 | 9.67 | 8.0 | Standard | 1083.92 | 34.456919 | Yes | 22.886533 | 48.915388 | Low_spent_Large_value_payments | 266.630496 | Standard | 242 |
| 26 | Writer | 71703.220 | 7 | 5 | 7 | 0 | 14 | 19 | 8.76 | 9.0 | Standard | 641.99 | 28.231337 | Yes | 0.000000 | 67.945783 | High_spent_Medium_value_payments | 770.881050 | Standard | 207 |
| 27 | Musician | 27032.890 | 6 | 4 | 17 | 3 | 15 | 19 | 19.61 | 7.0 | Standard | 1181.93 | 22.813290 | Yes | 55.081037 | 0.000000 | High_spent_Small_value_payments | 367.851104 | Standard | 299 |
| 23 | Accountant | 40108.060 | 10 | 6 | 17 | 4 | 24 | 10 | 0.00 | 10.0 | Standard | 1325.46 | 39.250769 | Yes | 121.261184 | 39.902900 | High_spent_Medium_value_payments | 444.269749 | Poor | 125 |
| 22 | Accountant | 10628.735 | 4 | 6 | 10 | 2 | 6 | 0 | 13.64 | 3.0 | Standard | 1185.56 | 35.662643 | Yes | 11.915153 | 89.114549 | Low_spent_Small_value_payments | 289.343089 | Standard | 267 |
| 51 | Media_Manager | 20199.460 | 3 | 3 | 6 | 4 | 7 | 3 | 8.56 | 1.0 | Good | 1357.95 | 34.375040 | No | 60.042792 | 28.418035 | High_spent_Large_value_payments | 303.568006 | Standard | 234 |
| 35 | Doctor | 147048.800 | 0 | 1 | 10 | 1 | 4 | 4 | 3.14 | 4.0 | Good | 1205.32 | 37.737117 | No | 77.931488 | 882.477622 | Low_spent_Medium_value_payments | 549.497556 | Good | 0 |
| 27 | Engineer | 63876.620 | 3 | 5 | 7 | 4 | 12 | 2 | 8.79 | 5.0 | Good | 1014.51 | 29.341553 | No | 145.036856 | 0.000000 | Low_spent_Small_value_payments | 286.910122 | Good | 318 |
| 16 | Doctor | 13139.385 | 8 | 6 | 10 | 3 | 9 | 16 | 10.94 | 7.0 | Standard | 1181.10 | 34.845664 | Yes | 31.095873 | 78.519323 | High_spent_Small_value_payments | 263.079679 | Standard | 288 |
| 49 | Manager | 107742.320 | 3 | 6 | 3 | 0 | 11 | 18 | 8.88 | 4.0 | Good | 1158.65 | 34.288756 | No | 0.000000 | 121.473736 | High_spent_Medium_value_payments | 1004.678930 | Poor | 192 |
| 41 | Scientist | 42121.920 | 4 | 5 | 7 | 3 | 12 | 3 | 11.15 | 0.0 | Good | 165.17 | 28.730758 | No | 89.251932 | 264.624352 | Low_spent_Medium_value_payments | 276.139716 | Good | 194 |
| 31 | Lawyer | 71676.000 | 5 | 4 | 18 | 2 | 12 | 10 | 9.27 | 3.0 | Standard | 1150.59 | 26.320489 | No | 73.455202 | 251.848255 | High_spent_Small_value_payments | 526.796542 | Poor | 274 |
| 35 | Accountant | 34087.650 | 5 | 3 | 8 | 3 | 29 | 13 | 17.70 | 6.0 | Standard | 720.66 | 30.000881 | Yes | 83.614864 | 189.969760 | Low_spent_Large_value_payments | 286.479126 | Standard | 227 |
| 50 | Developer | 17830.415 | 4 | 5 | 4 | 2 | 5 | 8 | 10.45 | 2.0 | Good | 1281.41 | 25.196009 | No | 17.613737 | 94.378567 | Low_spent_Large_value_payments | 280.994488 | Standard | 383 |
| 40 | Developer | 110758.680 | 3 | 5 | 18 | 0 | 22 | 0 | 10.48 | 7.0 | Standard | 480.73 | 34.356141 | Yes | 0.000000 | 342.050454 | High_spent_Small_value_payments | 856.938546 | Good | 200 |
| 36 | Engineer | 45608.140 | 4 | 3 | 17 | 0 | 15 | 11 | 8.41 | 8.0 | Standard | 1195.85 | 32.645162 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 212.693274 | Standard | 70 |
| 52 | Musician | 27131.460 | 6 | 7 | 10 | 4 | 9 | 18 | 6.47 | 0.0 | Standard | 105.34 | 31.790579 | No | 67.429464 | 98.389433 | Low_spent_Medium_value_payments | 339.376602 | Standard | 281 |
| 41 | Journalist | 28131.620 | 8 | 4 | 6 | 2 | 21 | 8 | 2.27 | 0.0 | Standard | 888.82 | 28.489069 | NM | 35.006685 | 68.595225 | High_spent_Medium_value_payments | 397.428257 | Standard | 380 |
| 49 | Engineer | 9603.845 | 4 | 3 | 14 | 1 | 30 | 7 | 1.30 | 9.0 | Standard | 1451.72 | 22.728786 | NM | 5.262291 | 45.359979 | Low_spent_Small_value_payments | 290.409771 | Standard | 396 |
| 19 | Architect | 34361.320 | 3 | 4 | 11 | 3 | 9 | 13 | 13.36 | 6.0 | Standard | 654.33 | 24.342927 | NM | 57.043111 | 170.663969 | Low_spent_Small_value_payments | 334.437254 | Standard | 274 |
| 18 | Musician | 18784.375 | 5 | 4 | 5 | 1 | 5 | 10 | 12.08 | 0.0 | Good | 55.20 | 28.438097 | No | 11.689078 | 137.621144 | Low_spent_Small_value_payments | 298.126236 | Standard | 289 |
| 26 | Scientist | 16934.760 | 4 | 3 | 7 | 5 | 30 | 15 | 9.32 | 7.0 | Standard | 304.61 | 33.885915 | Yes | 52.813538 | 53.719268 | Low_spent_Medium_value_payments | 291.590194 | Standard | 87 |
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