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| ID | Описание | Дата |
|---|---|---|
| 6792df82-658a-4405-ab3c-a7b7513ff4ca | aggregate interactive users | 2021-03-24 |
| abb04c93-3e75-4936-8723-aabe5ceea88c | aggregate clicks-and-mortar relationships | 1985-03-08 |
| 8c4ade58-562c-4df6-8503-9f546c05d167 | extend B2C technologies | 2011-09-16 |
| 66d52502-cb1e-4cdb-a722-7a267fe02d39 | empower open-source channels | 2018-03-27 |
| 13d1f541-03b3-4e63-ba5e-0271a54f4c15 | revolutionize B2C portals | 1982-09-24 |
| 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 | Entrepreneur | 151722.560 | 5 | 5 | 2 | 2 | 14 | 4 | 2.89 | 1.0 | Good | 218.25 | 44.101248 | No | 164.952079 | 205.411665 | High_spent_Medium_value_payments | 1114.890922 | Good | 259 |
| 39 | Journalist | 97575.900 | 7 | 4 | 15 | 2 | 7 | 18 | 2.39 | 6.0 | Standard | 366.88 | 26.812525 | No | 152.060271 | 0.000000 | Low_spent_Large_value_payments | 422.247747 | Standard | 265 |
| 47 | Doctor | 30081.370 | 1 | 2 | 3 | 1 | 10 | 12 | 9.18 | 1.0 | Good | 1421.99 | 34.719701 | No | 13.671713 | 247.986398 | Low_spent_Small_value_payments | 261.719972 | Standard | 361 |
| 52 | Musician | 87636.030 | 4 | 1 | 4 | 2 | 3 | 5 | 3.38 | 1.0 | Good | 202.96 | 29.478609 | No | 81.835817 | 103.186954 | High_spent_Large_value_payments | 781.477480 | Good | 358 |
| 34 | Mechanic | 16173.510 | 8 | 6 | 17 | 2 | 16 | 18 | 17.59 | 7.0 | Standard | 751.55 | 32.460550 | Yes | 17.761333 | 124.597026 | Low_spent_Medium_value_payments | 295.820891 | Standard | 0 |
| 28 | Teacher | 36794.540 | 7 | 4 | 9 | 0 | 22 | 16 | 8.69 | 5.0 | Standard | 1117.63 | 25.089305 | Yes | 0.000000 | 89.822490 | High_spent_Small_value_payments | 486.698677 | Standard | 99 |
| 25 | Lawyer | 167489.400 | 1 | 1 | 11 | 2 | 10 | 11 | 8.51 | 5.0 | Good | 1328.90 | 36.782586 | No | 196.030465 | 275.922428 | High_spent_Large_value_payments | 1170.592107 | Good | 323 |
| 22 | Scientist | 14584.155 | 4 | 6 | 4 | 3 | 19 | 12 | 10.46 | 1.0 | Standard | 883.90 | 30.052552 | No | 24.712829 | 108.468091 | Low_spent_Small_value_payments | 252.753705 | Standard | 365 |
| 31 | Manager | 30429.910 | 4 | 6 | 16 | 2 | 27 | 17 | 3.67 | 3.0 | Standard | 362.48 | 37.462007 | No | 29.914076 | 231.912578 | Low_spent_Large_value_payments | 289.055929 | Standard | 344 |
| 26 | Media_Manager | 31731.940 | 5 | 6 | 10 | 3 | 25 | 12 | 5.51 | 3.0 | Standard | 889.42 | 33.993964 | No | 75.002311 | 103.720609 | Low_spent_Small_value_payments | 374.209913 | Standard | 322 |
| 31 | Manager | 112460.880 | 2 | 4 | 9 | 1 | 29 | 10 | 10.04 | 2.0 | Good | 208.84 | 41.938703 | No | 86.610870 | 344.760099 | High_spent_Medium_value_payments | 740.003031 | Poor | 191 |
| 22 | Developer | 35310.830 | 5 | 5 | 5 | 2 | 28 | 1685 | 12.74 | 1.0 | Good | 878.11 | 30.903698 | No | 31.427239 | 122.032759 | High_spent_Medium_value_payments | 402.396919 | Standard | 374 |
| 39 | Writer | 46645.860 | 4 | 3 | 5 | 2 | 10 | 10 | 10.89 | 4.0 | Standard | 1157.31 | 34.077504 | Yes | 61.795320 | 66.789425 | High_spent_Large_value_payments | 517.030755 | Standard | 134 |
| 50 | Teacher | 127430.520 | 4 | 5 | 2 | 0 | 5 | 1 | 9.24 | 2.0 | Good | 1039.71 | 36.817660 | No | 0.000000 | 75.046334 | High_spent_Large_value_payments | 1251.974666 | Good | 303 |
| 44 | Teacher | 19675.250 | 5 | 3 | 1 | 0 | 10 | 7 | 2.90 | 3.0 | Good | 856.75 | 22.643080 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 338.841752 | Good | 394 |
| 32 | Manager | 20908.120 | 5 | 3 | 14 | 4 | 27 | 9 | 4.17 | 2.0 | Standard | 1461.03 | 31.168125 | NM | 53.737007 | 62.718594 | Low_spent_Small_value_payments | 338.778733 | Standard | 328 |
| 19 | Engineer | 25784.650 | 3 | 7 | 20 | 6 | 15 | 10 | 11.79 | 8.0 | Standard | 1181.19 | 29.502254 | Yes | 100.308227 | 25.931066 | High_spent_Large_value_payments | 299.132791 | Good | 74 |
| 37 | Developer | 17559.880 | 2 | 7 | 5 | 0 | 1 | 4 | 7.02 | 0.0 | Good | 23.70 | 32.470076 | No | 0.000000 | 79.195032 | Low_spent_Small_value_payments | 328.737302 | Good | 219 |
| 47 | Scientist | 18186.220 | 7 | 4 | 15 | 0 | 20 | 16 | 5.49 | 4.0 | Standard | 1.42 | 29.572724 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 393.489772 | Standard | 227 |
| 46 | Journalist | 20574.870 | 6 | 6 | 20 | 2 | 14 | 21 | 2.62 | 2.0 | Standard | 642.59 | 24.828583 | No | 27.514936 | 0.000000 | Low_spent_Small_value_payments | 337.691622 | Standard | 393 |
| 17 | Architect | 8400.715 | 8 | 10 | 29 | 4 | 20 | 21 | 8.08 | 6.0 | Bad | 1414.23 | 35.992060 | NM | 19.658403 | 26.961954 | Low_spent_Medium_value_payments | 275.185602 | Standard | 204 |
| 20 | Scientist | 34975.730 | 5 | 7 | 17 | 7 | 12 | 19 | 8.59 | 6.0 | Standard | 51.50 | 29.079678 | Yes | 155.002511 | 103.652767 | Low_spent_Medium_value_payments | 299.309138 | Standard | 0 |
| 21 | Developer | 26223.670 | 5 | 6 | 14 | 3 | 20 | 8 | 8.06 | 9.0 | Standard | 462.91 | 25.192301 | Yes | 54.763130 | 124.164245 | Low_spent_Small_value_payments | 349.803208 | Standard | 357 |
| 23 | Journalist | 43493.930 | 4 | 2 | 4 | 0 | 8 | 5 | 0.00 | 1.0 | Good | 621.24 | 30.248199 | No | 0.000000 | 60.265755 | High_spent_Large_value_payments | 531.383661 | Good | 385 |
| 53 | Engineer | 32013.460 | 3 | 5 | 7 | 3 | 7 | 16 | 1.15 | 0.0 | Standard | 1068.81 | 37.446131 | No | 70.304400 | 252.027837 | Low_spent_Small_value_payments | 227.246597 | Standard | 239 |
| 52 | Media_Manager | 40380.180 | 7 | 5 | 18 | 4 | 28 | 0 | 7.98 | 3.0 | Standard | 1042.93 | 40.337797 | Yes | 79.986275 | 278.445641 | Low_spent_Small_value_payments | 292.269585 | Standard | 293 |
| 31 | Writer | 106546.080 | 8 | 3 | 13 | 1 | 10 | 4324 | 11.21 | 0.0 | Standard | 206.52 | 35.288802 | No | 86.164943 | 111.802637 | High_spent_Medium_value_payments | 947.216421 | Standard | 0 |
| 38 | Scientist | 60396.260 | 6 | 3 | 3 | 2 | 11 | 19 | 1.81 | 3.0 | Good | 633.75 | 38.489801 | No | 81.379616 | 0.000000 | High_spent_Medium_value_payments | 530.237329 | Good | 225 |
| 28 | Architect | 66823.880 | 3 | 4 | 19 | 0 | 12 | 10 | 7.90 | 4.0 | Standard | 1107.66 | 36.270071 | Yes | 0.000000 | 78.924251 | High_spent_Medium_value_payments | 721.041415 | Standard | 239 |
| 42 | Mechanic | 43581.710 | 0 | 4 | 8 | 4 | 0 | 12 | 3.46 | 7.0 | Good | 110.71 | 23.826970 | No | 141.260158 | 190.913658 | High_spent_Small_value_payments | 295.807101 | Poor | 208 |
| 46 | Engineer | 22387.750 | 7 | 7 | 15 | 1 | 31 | 11 | 9.40 | 4.0 | Standard | 133.02 | 33.858657 | No | 14.442149 | 171.401029 | Low_spent_Large_value_payments | 278.021405 | Standard | 339 |
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