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| ID | Описание | Дата |
|---|---|---|
| 107e1084-6fea-4853-a664-e4e26d9e368a | embrace revolutionary solutions | 2023-09-29 |
| 4265fae6-9844-44c3-a788-d54c289c7200 | drive collaborative niches | 2004-04-01 |
| 77aa4d39-78ee-4ef3-ab45-58a110b15e58 | exploit 24/365 portals | 2018-01-22 |
| 11ac2d33-1eaa-4cbe-b2b6-6657aee99825 | re-contextualize dynamic markets | 2001-04-04 |
| ebc2014b-ffd5-46ee-b6c9-9061e210116d | enhance cutting-edge deliverables | 2009-10-29 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | Doctor | 69933.980 | 8 | 7 | 5 | 2 | 8 | 10 | 8.11 | 5.0 | Standard | 1446.37 | 30.609131 | NM | 86.401158 | 290.505145 | Low_spent_Large_value_payments | 449.276863 | Standard | 220 |
| 34 | Scientist | 101462.640 | 4 | 3 | 8 | 2 | 26 | 0 | 18.84 | 8.0 | Standard | 251.39 | 26.352894 | Yes | 113.900936 | 371.488719 | Low_spent_Medium_value_payments | 657.932345 | Poor | 183 |
| 51 | Lawyer | 20871.240 | 3 | 5 | 6 | 0 | 13 | 11 | 2.95 | 0.0 | Good | 364.42 | 39.792274 | No | 0.000000 | 96.471635 | High_spent_Small_value_payments | 345.355365 | Good | 184 |
| 33 | Developer | 14263.355 | 1 | 7 | 12 | 2 | 15 | 84 | 10.75 | 1.0 | Good | 542.50 | 34.132316 | No | 23.475310 | 46.822021 | Low_spent_Large_value_payments | 291.563960 | Standard | 219 |
| 29 | Scientist | 69082.120 | 3 | 3 | 33 | 3 | 8 | 14 | 16.08 | 6.0 | Standard | 1467.48 | 27.117414 | Yes | 119.461755 | 662.987134 | Low_spent_Small_value_payments | 64.335445 | Standard | 133 |
| 41 | Journalist | 72145.320 | 1 | 6 | 10 | 0 | 8 | 11 | 3.14 | 0.0 | Good | 1285.49 | 33.267366 | No | 0.000000 | 189.847675 | Low_spent_Large_value_payments | 662.363325 | Standard | 0 |
| 46 | Entrepreneur | 20393.220 | 7 | 7 | 12 | 7 | 26 | 1864 | 13.03 | 7.0 | Standard | 10.52 | 39.377865 | Yes | 99.812502 | 45.984759 | High_spent_Large_value_payments | 274.546239 | Standard | 163 |
| 33 | Doctor | 18514.195 | 0 | 4 | 8 | 2 | 4 | 5 | 5.23 | 3.0 | Good | 62.75 | 24.000314 | No | 20.050474 | 99.387421 | Low_spent_Large_value_payments | 321.947064 | Standard | 399 |
| 21 | Writer | 7830.030 | 8 | 7 | 30 | 5 | 39 | 23 | 0.92 | 10.0 | Bad | 1255.57 | 37.780949 | Yes | 31.593600 | 35.666995 | Low_spent_Small_value_payments | 300.289655 | Poor | 69 |
| 48 | Mechanic | 136150.600 | 1 | 5 | 9 | 3 | 6 | 0 | 10.72 | 3.0 | Good | 260.29 | 34.834912 | No | 177.654072 | 300.160298 | High_spent_Medium_value_payments | 884.973963 | Good | 325 |
| 34 | Musician | 39912.020 | 6 | 7 | 11 | 0 | 18 | 12 | 4.86 | 3.0 | Standard | 780.21 | 26.510867 | No | 0.000000 | 65.278499 | High_spent_Medium_value_payments | 528.721668 | Standard | 366 |
| 15 | Scientist | 53611.710 | 6 | 5 | 8 | 3 | 1 | 0 | 18.82 | 4.0 | Standard | 1458.84 | 30.173616 | Yes | 87.357129 | 182.226462 | Low_spent_Medium_value_payments | 483.780659 | Standard | 86 |
| 20 | Manager | 9602.285 | 6 | 6 | 11 | 7 | 12 | 20 | 14.82 | 8.0 | Standard | 512.05 | 23.507960 | Yes | 37.402990 | 57.784074 | Low_spent_Large_value_payments | 264.531978 | Standard | 147 |
| 27 | Media_Manager | 88412.010 | 1 | 4 | 11 | 3 | 20 | 8 | 0.55 | 5.0 | Good | 957.82 | 26.070754 | No | 199.492976 | 573.772232 | Low_spent_Large_value_payments | 246.301541 | Poor | 372 |
| 51 | Developer | 30373.350 | 3 | 5 | 4 | 3 | 13 | 9 | 11.51 | 1.0 | Good | 791.40 | 29.864223 | NM | 55.614250 | 64.761551 | High_spent_Medium_value_payments | 379.135449 | Standard | 376 |
| 21 | Journalist | 25527.320 | 3 | 5 | 6 | 0 | 23 | 16 | 3.50 | 3.0 | Standard | 906.11 | 23.695346 | No | 0.000000 | 70.783724 | High_spent_Small_value_payments | 382.943943 | Standard | 204 |
| 20 | Teacher | 39145.960 | 7 | 7 | 19 | 2 | 20 | 12 | 7.63 | 4.0 | Standard | 1004.26 | 34.659573 | NM | 52.997101 | 163.937951 | High_spent_Small_value_payments | 388.781281 | Standard | 0 |
| 44 | Teacher | 61627.000 | 1 | 6 | 2 | 1 | 13 | 8 | 7.35 | 2.0 | Good | 1485.87 | 36.410958 | No | 35.077963 | 107.745455 | High_spent_Large_value_payments | 583.534915 | Standard | 242 |
| 34 | Accountant | 10702.830 | 3 | 5 | 17 | 6 | 22 | 10 | 17.58 | 7.0 | Standard | 140.29 | 40.366207 | Yes | 52.088562 | 106.984871 | Low_spent_Small_value_payments | 241.816817 | Poor | 168 |
| 28 | Engineer | 177947.280 | 2 | 7 | 2 | 0 | 12 | 2 | 9.17 | 3.0 | Good | 1284.40 | 46.513077 | No | 0.000000 | 300.193912 | High_spent_Large_value_payments | 1450.000088 | Standard | 369 |
| 42 | Scientist | 81506.320 | 7 | 4 | 7 | 2 | 9 | 14 | 11.02 | 5.0 | Standard | 933.67 | 36.423051 | Yes | 92.506250 | 308.677202 | High_spent_Small_value_payments | 560.035881 | Standard | 113 |
| 51 | Lawyer | 23012.430 | 7 | 6 | 10 | 1 | 12 | 17 | 0.81 | 2.0 | Standard | 351.41 | 29.440524 | No | 13.815227 | 71.515763 | High_spent_Medium_value_payments | 342.839260 | Standard | 0 |
| 28 | Engineer | 78056.040 | 7 | 5 | 17 | 1 | 18 | 14 | 17.60 | 10.0 | Standard | 248.71 | 34.911534 | Yes | 44.088374 | 98.032715 | High_spent_Large_value_payments | 736.345910 | Standard | 224 |
| 19 | Doctor | 16334.610 | 10 | 6 | 22 | 7 | 45 | 13 | 9.03 | 12.0 | Bad | 1421.64 | 33.968026 | Yes | 88.876958 | 103.520184 | Low_spent_Medium_value_payments | 237.524608 | Poor | 131 |
| 28 | Accountant | 88957.380 | 4 | 4 | 5 | 1 | 19 | 0 | 11.52 | 0.0 | Standard | 1008.30 | 31.569404 | No | 45.869398 | 515.459525 | Low_spent_Large_value_payments | 451.982577 | Standard | 271 |
| 25 | Teacher | 23977.890 | 3 | 5 | 16 | 4 | 18 | 17 | 6.75 | 3.0 | Standard | 423.36 | 34.092560 | No | 72.009672 | 164.651931 | Low_spent_Small_value_payments | 236.754146 | Standard | 355 |
| 55 | Journalist | 18524.520 | 2 | 3 | 8 | 0 | 14 | 6 | 11.58 | 3.0 | Good | 865.36 | 33.371911 | No | 0.000000 | 37.836787 | High_spent_Medium_value_payments | 386.134213 | Good | 333 |
| 38 | Accountant | 12768.940 | 8 | 5 | 15 | 1 | 12 | 8 | 10.37 | 4.0 | Standard | 487.17 | 35.852234 | NM | 5.351086 | 60.436770 | High_spent_Small_value_payments | 302.119977 | Good | 400 |
| 24 | Journalist | 32486.640 | 5 | 5 | 8 | 3 | 14 | 10 | 6.00 | 10.0 | Standard | 242.96 | 39.544382 | Yes | 51.096972 | 280.822463 | Low_spent_Small_value_payments | 207.802565 | Standard | 219 |
| 48 | Media_Manager | 100971.600 | 2 | 6 | 7 | 1 | 14 | 4 | 4.00 | 3.0 | Good | 1138.38 | 39.834457 | No | 48.697558 | 80.226627 | High_spent_Large_value_payments | 939.705815 | Standard | 204 |
| 53 | Writer | 15767.215 | 5 | 3 | 20 | 0 | 10 | 19 | 7.28 | 5.0 | Standard | 1012.39 | 33.624063 | Yes | 0.000000 | 119.271020 | Low_spent_Small_value_payments | 311.622438 | Standard | 315 |
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