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ID | Описание | Дата |
---|---|---|
444a49a0-24ac-455f-978d-96227b821345 | integrate collaborative e-tailers | 2020-09-23 |
e551bda4-32bb-4693-bdf9-7c3a6485638c | productize rich relationships | 2016-12-25 |
7b90650e-47b3-4d71-8f39-36fb05acbbf8 | orchestrate wireless metrics | 2024-06-17 |
d5429756-fea6-45a1-bcdd-800d3a330e23 | seize virtual supply-chains | 2002-05-31 |
872a253c-3413-4339-9907-ee66c85d41d5 | synthesize extensible convergence | 2019-10-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Musician | 142170.120 | 3 | 4 | 8 | 2 | 3 | 1 | 2.58 | 3.0 | Good | 282.56 | 23.986791 | No | 183.759513 | 772.915570 | Low_spent_Medium_value_payments | 481.775917 | Good | 295 |
14 | Mechanic | 90592.020 | 4 | 7 | 18 | 4 | 23 | 20 | 15.11 | 8.0 | Standard | 831.18 | 41.148622 | Yes | 154.432973 | 72.105948 | High_spent_Large_value_payments | 756.794579 | Standard | 200 |
29 | Teacher | 20377.700 | 6 | 5 | 15 | 2 | 21 | 17 | 17.14 | 6.0 | Standard | 1490.65 | 25.303444 | Yes | 29.921581 | 155.853397 | Low_spent_Small_value_payments | 270.139188 | Poor | 135 |
20 | Journalist | 22318.490 | 5 | 2 | 7 | 3 | 8 | 0 | 4.86 | 0.0 | Good | 947.41 | 37.990308 | No | 39.917284 | 282.916191 | Low_spent_Small_value_payments | 180.253942 | Standard | 226 |
39 | Scientist | 20027.030 | 4 | 6 | 6 | 5 | 16 | 19 | 14.72 | 5.0 | Standard | 1183.81 | 32.218309 | Yes | 79.262238 | 47.604084 | High_spent_Medium_value_payments | 312.125594 | Poor | 95 |
29 | Lawyer | 41587.370 | 5 | 4 | 3 | 2 | 8 | 8 | 7.27 | 4.0 | Good | 1353.86 | 39.823823 | No | 68.539914 | 31.167094 | High_spent_Large_value_payments | 510.754408 | Good | 192 |
28 | Teacher | 18019.140 | 5 | 5 | 19 | 4 | 20 | 16 | 18.17 | 8.0 | Standard | 1475.32 | 30.263624 | Yes | 55.050330 | 139.687201 | Low_spent_Small_value_payments | 269.521970 | Standard | 212 |
30 | Mechanic | 58224.100 | 2 | 2 | 11 | 2 | 7 | 2 | 6.21 | 3.0 | Good | 728.50 | 34.562815 | No | 52.943493 | 80.604242 | High_spent_Medium_value_payments | 584.053098 | Good | 279 |
27 | Entrepreneur | 17621.705 | 8 | 7 | 7 | 1 | 8 | 14 | 11.82 | 3.0 | Standard | 776.59 | 29.563753 | Yes | 10.382464 | 69.520833 | Low_spent_Small_value_payments | 343.644245 | Standard | 260 |
23 | Manager | 41806.160 | 2 | 7 | 7 | 1 | 2 | 5 | 6.04 | 5.0 | Good | 300.61 | 35.416055 | No | 21.864682 | 34.376543 | High_spent_Large_value_payments | 540.243442 | Good | 317 |
14 | Media_Manager | 18474.665 | 6 | 4 | 8 | 4 | 28 | 8 | 17.81 | 4.0 | Standard | 1070.85 | 26.705756 | Yes | 41.778767 | 160.699741 | Low_spent_Medium_value_payments | 239.877033 | Standard | 322 |
34 | Musician | 44986.550 | 6 | 5 | 11 | 1 | 0 | 4 | 10.26 | 3.0 | Good | 753.21 | 25.586286 | No | 23.267135 | 43.203633 | High_spent_Large_value_payments | 542.517148 | Good | 240 |
36 | Musician | 18350.255 | 5 | 6 | 19 | 5 | 27 | 16 | 7.75 | 5.0 | Standard | 505.97 | 24.821718 | Yes | 58.178025 | 50.702725 | Low_spent_Small_value_payments | 321.038042 | Standard | 125 |
28 | Mechanic | 15806.695 | 1 | 1 | 6 | 2 | 14 | 10 | 5.99 | 5.0 | Good | 1204.86 | 29.704838 | No | 18.137630 | 163.020480 | Low_spent_Small_value_payments | 238.864349 | Good | 380 |
19 | Architect | 84738.630 | 6 | 7 | 6 | 1 | 10 | 10 | 19.72 | 10.0 | Standard | 381.11 | 41.929086 | Yes | 38.364191 | 91.104391 | High_spent_Large_value_payments | 839.786669 | Standard | 223 |
23 | Developer | 30370.090 | 1 | 4 | 8 | 0 | 9 | 9 | 4.94 | 0.0 | Good | 1333.93 | 35.551063 | No | 0.000000 | 81.813669 | Low_spent_Small_value_payments | 434.870414 | Standard | 0 |
26 | Scientist | 30632.940 | 3 | 5 | 1 | 2 | 12 | 3 | 14.08 | 0.0 | Good | 31.50 | 25.744456 | NM | 44.890494 | 161.948812 | High_spent_Small_value_payments | 306.735194 | Poor | 263 |
19 | Doctor | 38197.250 | 1 | 6 | 9 | 2 | 5 | 7 | 5.28 | 6.0 | Good | 898.75 | 24.329046 | No | 44.124665 | 349.438441 | Low_spent_Small_value_payments | 215.547311 | Good | 287 |
41 | Architect | 21380.065 | 2 | 2 | 5 | 3 | 0 | 1 | 5.79 | 2.0 | Good | 764.08 | 31.856352 | No | 30.570849 | 115.512669 | Low_spent_Small_value_payments | 344.483691 | Standard | 290 |
55 | Journalist | 27987.500 | 8 | 4 | 6 | 2 | 28 | 20 | 10.98 | 4.0 | Standard | 1142.21 | 41.243694 | No | 39.600998 | 51.458802 | High_spent_Large_value_payments | 391.069367 | Good | 240 |
46 | Journalist | 45848.860 | 8 | 5 | 11 | 2 | 27 | 9 | 16.37 | 4.0 | Standard | 945.68 | 30.224216 | Yes | 50.622855 | 155.280479 | High_spent_Medium_value_payments | 411.370499 | Standard | 282 |
29 | Developer | 16718.645 | 7 | 3 | 15 | 4 | 23 | 11 | 7.45 | 1.0 | Standard | 853.41 | 32.179442 | No | 50.961936 | 0.000000 | High_spent_Small_value_payments | 291.646345 | Good | 194 |
53 | Developer | 30635.160 | 3 | 7 | 4 | 0 | 7 | 8 | 11.42 | 2.0 | Good | 675.52 | 27.177450 | NM | 0.000000 | 162.881578 | Low_spent_Medium_value_payments | 383.011422 | Good | 202 |
21 | Musician | 19998.330 | 8 | 6 | 12 | 3 | 19 | 18 | 12.44 | 2.0 | Standard | 1035.70 | 38.517565 | Yes | 42.946525 | 179.157864 | Low_spent_Small_value_payments | 248.948361 | Standard | 188 |
52 | Teacher | 36564.350 | 4 | 5 | 16 | 1 | 20 | 15 | 2.19 | 3.0 | Standard | 108.46 | 33.946561 | No | 15.459723 | 333.309296 | Low_spent_Small_value_payments | 270.633897 | Poor | 238 |
33 | Doctor | 19124.400 | 5 | 8 | 7 | 1 | 16 | 11 | 2.99 | 7.0 | Standard | 1110.63 | 40.235341 | No | 15.522587 | 24.621694 | High_spent_Large_value_payments | 385.825719 | Standard | 382 |
39 | Engineer | 79929.760 | 8 | 6 | 11 | 0 | 6 | 22 | 11.28 | 0.0 | Standard | 739.66 | 40.858433 | No | 0.000000 | 268.617282 | Low_spent_Small_value_payments | 713.164052 | Standard | 0 |
22 | Musician | 22020.370 | 5 | 6 | 6 | 3 | 19 | 9 | 5.14 | 4.0 | Good | 1343.64 | 28.830169 | No | 36.598631 | 153.811856 | Low_spent_Small_value_payments | 260.092597 | Standard | 310 |
49 | Accountant | 30807.570 | 0 | 5 | 4 | 4 | 7 | 5 | 4.88 | 3.0 | Good | 708.20 | 39.027861 | No | 88.492115 | 0.000000 | High_spent_Medium_value_payments | 336.207628 | Good | 322 |
34 | Media_Manager | 11280.545 | 8 | 3 | 11 | 2 | 8 | 12 | 15.68 | 3.0 | Standard | 817.93 | 36.026092 | Yes | 15.511863 | 55.463246 | Low_spent_Small_value_payments | 325.829433 | Standard | 193 |
28 | Media_Manager | 42832.160 | 0 | 4 | 5 | 2 | 8 | 2 | 6.86 | 6.0 | Good | 565.03 | 25.913452 | No | 66.182228 | 443.098354 | Low_spent_Small_value_payments | 159.354084 | Standard | 198 |
36 | Journalist | 19147.200 | 3 | 5 | 5 | 0 | 6 | 19 | 9.00 | 0.0 | Standard | 1347.02 | 37.630780 | Yes | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 376.766453 | Standard | 325 |
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