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ID | Описание | Дата |
---|---|---|
0428552c-44cc-47f2-882e-ea7082340880 | drive extensible initiatives | 1997-06-04 |
c3b74dd4-5397-4966-ac80-4f655a18c8bb | e-enable open-source bandwidth | 2023-02-03 |
97fec339-d254-4dd6-9856-acd88ebf72fb | deploy sticky supply-chains | 1994-04-25 |
1565bf43-5b4a-4dc8-a621-b64bf35c8cc6 | leverage best-of-breed systems | 1999-11-06 |
59f3bf55-b568-471e-a626-10a516acfa39 | engineer enterprise models | 2022-09-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Doctor | 31807.000 | 8 | 3 | 14 | 2 | 21 | 0 | 20.68 | 1.0 | Standard | 611.04 | 27.067054 | Yes | 35.553691 | 32.155593 | High_spent_Medium_value_payments | 455.649050 | Good | 244 |
19 | Lawyer | 21791.905 | 2 | 3 | 9 | 1 | 3 | 8 | 1.76 | 1.0 | Good | 166.25 | 36.565203 | No | 11.556165 | 146.335798 | Low_spent_Small_value_payments | 319.307245 | Good | 243 |
38 | Teacher | 84660.740 | 4 | 4 | 12 | 1 | 11 | 2 | 8.99 | 3.0 | Good | 702.26 | 30.777713 | No | 60.863615 | 84.267764 | High_spent_Large_value_payments | 799.474788 | Good | 326 |
28 | Writer | 28193.380 | 6 | 3 | 2 | 4 | 30 | 20 | 2.92 | 4.0 | Standard | 1099.70 | 28.431357 | NM | 93.378694 | 317.256364 | Low_spent_Small_value_payments | 143.709775 | Standard | 0 |
25 | Mechanic | 52312.680 | 6 | 5 | 17 | 4 | 8 | 16 | 9.73 | 2.0 | Standard | 202.68 | 28.451199 | Yes | 108.366467 | 142.464730 | High_spent_Medium_value_payments | 424.207803 | Standard | 366 |
45 | Developer | 102628.280 | 5 | 3 | 10 | 1 | 14 | 14 | 11.47 | 1.0 | Standard | 103.13 | 31.880074 | Yes | 76.908938 | 284.710359 | High_spent_Small_value_payments | 723.616369 | Standard | 312 |
31 | Developer | 135883.000 | 6 | 7 | 8 | 1 | 9 | 10 | 16.73 | 2.0 | Standard | 132.78 | 27.616595 | Yes | 109.075164 | 761.935295 | Low_spent_Small_value_payments | 552.047874 | Good | 281 |
37 | Media_Manager | 44158.030 | 5 | 5 | 11 | 1 | 13 | 6 | 7.33 | 0.0 | Good | 1298.23 | 37.912491 | No | 30.463123 | 132.061188 | High_spent_Medium_value_payments | 460.859272 | Good | 188 |
34 | Engineer | 26625.580 | 6 | 6 | 9 | 6 | 12 | 8 | 18.59 | 4.0 | Standard | 1317.79 | 31.808589 | Yes | 122.634520 | 0.000000 | Low_spent_Medium_value_payments | 253.652294 | Standard | 130 |
53 | Architect | 79847.970 | 6 | 4 | 20 | 0 | 6 | 17 | 14.57 | 2.0 | Standard | 1479.58 | 39.081057 | Yes | 0.000000 | 65.844198 | High_spent_Large_value_payments | 857.355552 | Standard | 196 |
25 | Scientist | 20837.540 | 4 | 6 | 4 | 1 | 11 | 2 | 10.49 | 2.0 | Good | 1160.42 | 32.026770 | No | 16.868166 | 83.361295 | Low_spent_Small_value_payments | 360.216706 | Poor | 282 |
33 | Musician | 18848.995 | 3 | 6 | 10 | 0 | 4 | 6 | 7.76 | 4.0 | Good | 159.31 | 38.009810 | No | 0.000000 | 155.823983 | Low_spent_Small_value_payments | 270.650975 | Standard | 348 |
50 | Mechanic | 29605.900 | 8 | 6 | 16 | 3 | 21 | 8 | 0.00 | 8.0 | Standard | 786.55 | 34.808148 | Yes | 53.928457 | 198.150609 | Low_spent_Small_value_payments | 295.836767 | Standard | 374 |
44 | Engineer | 41552.770 | 3 | 4 | 2 | 1 | 18 | 4 | 12.60 | 9.0 | Good | 28.85 | 37.748386 | No | 27.063868 | 55.671359 | High_spent_Large_value_payments | 505.537857 | Poor | 262 |
21 | Accountant | 42165.910 | 4 | 3 | 7 | 0 | 2 | 12 | 7.73 | 4.0 | Good | 981.66 | 24.590182 | NM | 0.000000 | 87.439680 | High_spent_Large_value_payments | 518.442903 | Good | 361 |
30 | Teacher | 44982.740 | 4 | 2 | 11 | 2 | 7 | 6 | 6.14 | 3.0 | Good | 388.78 | 39.185210 | NM | 72.308358 | 154.670296 | High_spent_Small_value_payments | 410.477512 | Standard | 239 |
48 | Developer | 33057.460 | 4 | 3 | 12 | 2 | 26 | 10 | 7.08 | 4.0 | Standard | 954.98 | 39.182177 | No | 28.902339 | 0.000000 | High_spent_Medium_value_payments | 408.703371 | Standard | 384 |
43 | Musician | 55735.620 | 7 | 4 | 14 | 3 | 6 | 14 | 9.29 | 1.0 | Standard | 48.86 | 25.627919 | No | 122.919356 | 51.956382 | High_spent_Large_value_payments | 559.087762 | Standard | 299 |
19 | Entrepreneur | 21039.800 | 4 | 5 | 10 | 0 | 5 | 12 | 0.19 | 2.0 | Good | 8.99 | 24.029343 | No | 0.000000 | 252.058996 | Low_spent_Small_value_payments | 225.472671 | Poor | 289 |
52 | Teacher | 134596.350 | 1 | 6 | 4 | 1 | 5 | 6 | 3.44 | 1.0 | Good | 1285.14 | 41.497691 | NM | 105.944586 | 442.559720 | High_spent_Medium_value_payments | 849.631944 | Good | 230 |
18 | Entrepreneur | 31944.720 | 4 | 4 | 11 | 5 | 16 | 20 | 15.91 | 6.0 | Standard | 696.79 | 34.187789 | Yes | 83.713975 | 197.626101 | Low_spent_Large_value_payments | 230.365924 | Good | 110 |
31 | Lawyer | 75988.680 | 0 | 3 | 9 | 4 | 14 | 3 | 12.26 | 1.0 | Good | 1241.25 | 28.984285 | No | 162.199083 | 428.177983 | Low_spent_Medium_value_payments | 331.561934 | Standard | 394 |
55 | Accountant | 100097.190 | 5 | 4 | 1 | 4 | 12 | 8 | 8.62 | 1.0 | Good | 817.57 | 37.992972 | No | 177.277112 | 428.019995 | Low_spent_Small_value_payments | 530.246143 | Poor | 263 |
22 | Scientist | 25208.640 | 3 | 5 | 19 | 4 | 9 | 20 | 9.15 | 2.0 | Standard | 173.09 | 36.667976 | NM | 70.075923 | 209.769063 | Low_spent_Small_value_payments | 245.427015 | Standard | 354 |
40 | Architect | 67712.260 | 5 | 2 | 11 | 1 | 10 | 9 | 7.35 | 1.0 | Good | 625.53 | 32.787187 | No | 30.705226 | 0.000000 | High_spent_Large_value_payments | 637.201792 | Standard | 196 |
46 | Writer | 86617.160 | 8 | 4 | 6 | 3 | 17 | 20 | 10.26 | 4.0 | Standard | 718.53 | 37.134847 | No | 141.382055 | 194.310358 | High_spent_Medium_value_payments | 639.317254 | Standard | 296 |
22 | Architect | 40287.780 | 4 | 3 | 11 | 2 | 2 | 6 | 1.95 | 0.0 | Good | 1298.60 | 30.321346 | No | 39.387540 | 151.556358 | High_spent_Small_value_payments | 397.087602 | Standard | 363 |
29 | Manager | 19280.890 | 6 | 4 | 12 | 6 | 27 | 8 | 9.69 | 6.0 | Standard | 884.87 | 33.441887 | Yes | 52.189729 | 38.308137 | High_spent_Small_value_payments | 324.576218 | Standard | 128 |
31 | Teacher | 20914.470 | 8 | 5 | 16 | 2 | 11 | 13 | 7.98 | 4.0 | Standard | 1360.66 | 38.320343 | Yes | 25.958245 | 125.370017 | Low_spent_Medium_value_payments | 308.658988 | Standard | 147 |
38 | Media_Manager | 14860.185 | 6 | 3 | 9 | 3 | 8 | 19 | 17.03 | 5.0 | Standard | 1263.45 | 39.327185 | Yes | 32.470591 | 119.586407 | Low_spent_Small_value_payments | 269.977877 | Standard | 203 |
43 | Manager | 109182.720 | 1 | 4 | 1 | 1 | 7 | 5 | 2.03 | 0.0 | Good | 623.35 | 32.612841 | No | 46.424707 | 98.145903 | High_spent_Large_value_payments | 1000.985390 | Good | 371 |
23 | Lawyer | 26686.140 | 4 | 6 | 19 | 6 | 10 | 12 | 13.81 | 4.0 | Standard | 220.17 | 38.819036 | Yes | 81.392583 | 66.074532 | High_spent_Small_value_payments | 341.017385 | Standard | 102 |
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