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ID | Описание | Дата |
---|---|---|
728d0111-43bb-42b6-988b-d80b5727f518 | enhance plug-and-play platforms | 2020-09-04 |
9934c6c0-5032-46a4-bbf7-6a9e483550e0 | incubate intuitive bandwidth | 1980-01-19 |
1028f0fc-0060-4700-b2c2-f6697832fc5a | implement one-to-one deliverables | 1984-01-15 |
b5109854-a554-45ee-9de1-eec687d837c0 | transform 24/7 functionalities | 2016-02-16 |
6bc5d6a4-f585-4b5e-952c-02da81efb4ac | iterate strategic systems | 2003-05-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55 | Engineer | 36154.190 | 5 | 3 | 3 | 2 | 9 | 8 | 10.39 | 2.0 | Good | 651.85 | 30.268019 | No | 30.645027 | 404.819450 | Low_spent_Small_value_payments | 179.320439 | Good | 237 |
26 | Scientist | 60585.080 | 8 | 6 | 8 | 2 | 21 | 10 | 4.16 | 4.0 | Good | 461.13 | 29.473757 | No | 84.260825 | 54.335679 | High_spent_Large_value_payments | 599.179162 | Poor | 293 |
51 | Entrepreneur | 19514.520 | 3 | 3 | 10 | 2 | 27 | 14 | 3.19 | 0.0 | Standard | 170.66 | 26.692204 | Yes | 20.227500 | 107.417494 | Low_spent_Small_value_payments | 349.776005 | Standard | 265 |
48 | Manager | 16523.745 | 1 | 4 | 1 | 4 | 8 | 6 | 10.06 | 4.0 | Good | 455.49 | 24.253505 | No | 52.216169 | 22.403151 | High_spent_Medium_value_payments | 327.078555 | Good | 0 |
42 | Accountant | 17393.160 | 7 | 8 | 23 | 7 | 19 | 23 | 0.83 | 6.0 | Bad | 1396.22 | 38.932872 | Yes | 101.087957 | 0.000000 | Low_spent_Medium_value_payments | 249.352012 | Poor | 184 |
25 | Engineer | 33278.280 | 7 | 3 | 11 | 4 | 10 | 9 | 10.93 | 6.0 | Standard | 426.61 | 29.818063 | Yes | 75.953866 | 105.426834 | High_spent_Small_value_payments | 340.838300 | Standard | 76 |
29 | Manager | 20194.190 | 5 | 7 | 19 | 0 | 6 | 14 | 7.85 | 7.0 | Standard | 189.79 | 40.496263 | NM | 0.000000 | 129.108433 | Low_spent_Small_value_payments | 338.376484 | Standard | 350 |
23 | Teacher | 90182.310 | 0 | 3 | 12 | 3 | 15 | 2 | 6.47 | 4.0 | Good | 1283.66 | 28.940546 | No | 139.399184 | 61.086272 | High_spent_Large_value_payments | 792.033793 | Poor | 186 |
39 | Manager | 171873.320 | 3 | 5 | 11 | 0 | 6 | 0 | 4.03 | 2.0 | Good | 932.23 | 39.088770 | NM | 0.000000 | 185.797691 | High_spent_Large_value_payments | 1482.779976 | Standard | 344 |
41 | Journalist | 9032145.000 | 8 | 6 | 4 | 0 | 9 | 7 | 6.27 | 4.0 | Standard | 836.66 | 30.325823 | No | 102.992772 | 70.208146 | Low_spent_Small_value_payments | 362.585729 | Standard | 187 |
24 | Journalist | 15968.780 | 8 | 7 | 8 | 6 | 13 | 20 | 9.43 | 6.0 | Standard | 279.78 | 37.672390 | Yes | 41.786749 | 18.914629 | High_spent_Medium_value_payments | 339.271788 | Standard | 195 |
41 | Mechanic | 147510.760 | 3 | 7 | 8 | 0 | 27 | 1 | 4.97 | 3.0 | Good | 1461.38 | 31.604005 | No | 0.000000 | 481.215677 | High_spent_Medium_value_payments | 1017.040656 | Standard | 193 |
39 | Teacher | 18025.170 | 4 | 3 | 12 | 3 | 17 | 1 | 6.28 | 8.0 | Good | 681.54 | 35.663533 | No | 26.154642 | 121.840239 | Low_spent_Small_value_payments | 301.914870 | Poor | 195 |
21 | Doctor | 19355.620 | 6 | 7 | 9 | 2 | 10 | 0 | 8.38 | 4.0 | Standard | 1294.09 | 33.801364 | Yes | 25.545270 | 38.280821 | High_spent_Medium_value_payments | 359.070743 | Standard | 70 |
26 | Mechanic | 88215.030 | 7 | 3 | 12 | 2 | 7 | 17 | 16.36 | 5.0 | Standard | 1128.68 | 39.777433 | Yes | 100.415822 | 56.336708 | High_spent_Large_value_payments | 818.872720 | Standard | 0 |
36 | Media_Manager | 47458.540 | 3 | 3 | 8 | 4 | 8 | 14 | 6.60 | 6.0 | Standard | 566.05 | 38.149613 | Yes | 127.728648 | 32.299774 | High_spent_Large_value_payments | 466.059411 | Standard | 83 |
38 | Entrepreneur | 33827.580 | 8 | 3 | 14 | 2 | 14 | 0 | 17.96 | 0.0 | Standard | 1191.40 | 29.753869 | NM | 32.360853 | 52.393995 | High_spent_Large_value_payments | 428.941652 | Standard | 385 |
42 | Mechanic | 58871.280 | 5 | 4 | 9 | 4 | 1 | 10 | 8.73 | 4.0 | Good | 1465.80 | 39.847034 | No | 167.076579 | 188.614199 | High_spent_Small_value_payments | 408.603222 | Standard | 397 |
28 | Media_Manager | 14089.595 | 4 | 7 | 12 | 2 | 13 | 18 | 9.68 | 6.0 | Standard | 586.69 | 35.285923 | Yes | 13.369254 | 134.406177 | Low_spent_Small_value_payments | 277.237861 | Standard | 129 |
36 | Writer | 70913.400 | 8 | 4 | 12 | 3 | 17 | 12 | 3.24 | 2.0 | Good | 908.97 | 36.101274 | No | 154.544139 | 61.217275 | High_spent_Large_value_payments | 636.883586 | Good | 270 |
40 | Media_Manager | 88402.960 | 4 | 5 | 6 | 0 | 13 | 8 | 15.48 | 0.0 | Standard | 885.12 | 31.901085 | Yes | 0.000000 | 101.415824 | High_spent_Medium_value_payments | 898.375509 | Standard | 376 |
48 | Lawyer | 31016.600 | 8 | 4 | 5 | 1 | 35 | 0 | 2.29 | 4.0 | Good | 143.75 | 39.117430 | No | 15.449407 | 173.091639 | High_spent_Small_value_payments | 336.830621 | Good | 236 |
23 | Engineer | 21404.240 | 4 | 6 | 10 | 2 | 25 | 18 | 15.44 | 5.0 | Standard | 132.26 | 27.681381 | Yes | 21.310599 | 92.448445 | Low_spent_Small_value_payments | 365.009622 | Standard | 171 |
37 | Doctor | 120061.950 | 3 | 5 | 9 | 2 | 13 | 4 | 5.39 | 1.0 | Good | 803.03 | 31.068130 | No | 135.636927 | 469.035712 | High_spent_Small_value_payments | 648.743610 | Standard | 284 |
22 | Teacher | 36568.050 | 4 | 7 | 12 | 4 | 14 | 14 | 2.83 | 0.0 | Standard | 1417.22 | 25.734171 | NM | 72.587454 | 188.347701 | Low_spent_Large_value_payments | 310.198595 | Standard | 362 |
48 | Accountant | 35341.990 | 5 | 7 | 8 | 1 | 22 | 16 | 17.36 | 5.0 | Good | 1411.87 | 40.722356 | No | 18.160494 | 85.143613 | High_spent_Medium_value_payments | 440.212476 | Good | 364 |
27 | Teacher | 18202.790 | 4 | 4 | 5 | 1 | 6 | 11 | 9.70 | 8.0 | Standard | 911.09 | 32.208115 | Yes | 11.846005 | 59.516798 | Low_spent_Small_value_payments | 357.727113 | Poor | 209 |
47 | Accountant | 63433.700 | 1 | 4 | 5 | 2 | 0 | 10 | 5.82 | 2.0 | Good | 347.01 | 39.371228 | No | 61.351937 | 164.814266 | High_spent_Medium_value_payments | 549.147963 | Standard | 200 |
20 | Lawyer | 18983.070 | 1 | 3 | 6 | 0 | 0 | 5 | 8.68 | 0.0 | Good | 1008.20 | 38.715765 | No | 0.000000 | 55.477200 | Low_spent_Small_value_payments | 372.915050 | Standard | 280 |
22 | Scientist | 26135.860 | 8 | 5 | 6 | 2 | 17 | 11 | 11.62 | 2.0 | Standard | 1233.42 | 32.050502 | Yes | 33.711656 | 221.195971 | Low_spent_Small_value_payments | 236.091207 | Good | 324 |
45 | Entrepreneur | 36592.920 | 8 | 7 | 9 | 2 | 33 | 13 | 4.98 | 4.0 | Standard | 1301.92 | 25.004140 | Yes | 43.282940 | 54.950795 | High_spent_Medium_value_payments | 442.207265 | Standard | 279 |
19 | Architect | 39977.210 | 4 | 7 | 11 | 0 | 13 | 10 | 9.62 | 4.0 | Good | 832.09 | 25.600283 | No | 0.000000 | 359.102497 | Low_spent_Medium_value_payments | 279.240920 | Good | 363 |
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