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ID | Описание | Дата |
---|---|---|
94ed5c0e-3cdc-4b0d-9733-c856023dcf09 | engage strategic supply-chains | 2005-05-09 |
2491e55e-ca56-4dfe-8ec1-dac3bf9409a3 | utilize plug-and-play eyeballs | 1980-05-27 |
81a34da0-2e68-4766-a2b9-55212ac8c814 | enhance out-of-the-box web services | 2008-10-16 |
62b9e7ad-9a60-4b45-9092-bb436f247555 | target proactive initiatives | 2022-03-31 |
f2f78bfe-bbbf-4583-a710-05e77f87e662 | evolve value-added synergies | 1978-12-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Musician | 35518.98 | 8 | 6 | 9 | 3 | 12 | 16 | 15.52 | 8.0 | Standard | 1270.18 | 37.987249 | Yes | 84.755343 | 115.280624 | High_spent_Medium_value_payments | 356.855532 | Standard | 130 |
31 | Doctor | 79837.02 | 2 | 7 | 10 | 1 | 14 | 4 | 8.72 | 2.0 | Good | 585.77 | 30.990592 | NM | 66.058063 | 63.011887 | High_spent_Large_value_payments | 752.338550 | Standard | 0 |
31 | Writer | 95999.44 | 7 | 3 | 7 | 0 | 29 | 20 | 7.78 | 3.0 | Standard | 1090.59 | 39.947575 | NM | 0.000000 | 112.869630 | High_spent_Medium_value_payments | 909.725703 | Standard | 277 |
50 | Lawyer | 159560.76 | 3 | 1 | 6 | 1 | 2 | 11 | 6.67 | 3.0 | Good | 1154.59 | 27.861418 | No | 130.037048 | 500.264281 | High_spent_Medium_value_payments | 977.771671 | Good | 309 |
28 | Manager | 20685.51 | 6 | 5 | 27 | 4 | 42 | 19 | 12.70 | 10.0 | Bad | 1256.46 | 34.498770 | Yes | 44.049701 | 85.450969 | High_spent_Small_value_payments | 308.478580 | Standard | 0 |
42 | Lawyer | 65804.68 | 8 | 4 | 5 | 4 | 22 | 16 | 21.69 | 1.0 | Standard | 1068.77 | 27.153504 | Yes | 181.603483 | 433.285880 | Low_spent_Small_value_payments | 239.082970 | Standard | 382 |
19 | Accountant | 60801.28 | 3 | 7 | 2 | 2 | 10 | 0 | 7.39 | 3.0 | Good | 1272.77 | 32.248851 | No | 89.583483 | 103.285199 | High_spent_Medium_value_payments | 543.008651 | Standard | 269 |
54 | Scientist | 28730.94 | 5 | 3 | 5 | 0 | 10 | 8 | 11.73 | 2.0 | Good | 1292.55 | 36.365253 | No | 0.000000 | 33.274728 | High_spent_Large_value_payments | 467.849772 | Good | 309 |
29 | Lawyer | 163032.60 | 4 | 3 | 5 | 1 | 15 | 6 | 8.30 | 0.0 | Good | 18.93 | 35.493264 | No | 120.648212 | 493.957176 | High_spent_Medium_value_payments | 981.699613 | Standard | 242 |
22 | Musician | 31396.36 | 2 | 3 | 12 | 3 | 5 | 0 | 8.13 | 8.0 | Good | 1294.44 | 25.545900 | No | 70.754952 | 0.000000 | Low_spent_Large_value_payments | 322.912270 | Poor | 297 |
26 | Architect | 108767.37 | 5 | 4 | 5 | 3 | 8 | 7 | 2.50 | 2.0 | Good | 461.74 | 37.493396 | No | 193.688953 | 99.445198 | High_spent_Medium_value_payments | 877.460598 | Good | 191 |
48 | Architect | 18296.91 | 3 | 6 | 20 | 3 | 13 | 0 | 4.01 | 0.0 | Standard | 587.67 | 27.437286 | No | 26.251724 | 157.828581 | Low_spent_Small_value_payments | 228.593945 | Standard | 234 |
48 | Journalist | 15641.73 | 1 | 4 | 8 | 4 | 2 | 0 | 11.73 | 3.0 | Good | 1429.18 | 37.984024 | No | 30.882707 | 65.717604 | Low_spent_Small_value_payments | 313.947439 | Good | 260 |
17 | Doctor | 10181.50 | 4 | 4 | 18 | 0 | 18 | 8 | 8.90 | 7.0 | Standard | 458.36 | 35.974344 | NM | 0.000000 | 89.482127 | Low_spent_Small_value_payments | 269.463707 | Standard | 360 |
40 | Entrepreneur | 43771.85 | 4 | 3 | 9 | 1 | 3 | 1 | 3.78 | 1.0 | Good | 1337.25 | 24.859721 | No | 29.648879 | 159.760166 | Low_spent_Medium_value_payments | 450.656372 | Good | 302 |
29 | Developer | 179193.76 | 5 | 3 | 8 | 1 | 1 | 5 | 6.85 | 5.0 | Good | 449.65 | 47.020193 | No | 83.417292 | 290.536738 | High_spent_Large_value_payments | 1352.827304 | Standard | 261 |
32 | Manager | 84169.92 | 5 | 6 | 18 | 1 | 23 | 8 | 19.00 | 8.0 | Standard | 617.14 | 34.186938 | Yes | 38.437955 | 573.759606 | Low_spent_Medium_value_payments | 389.918439 | Standard | 356 |
22 | Teacher | 8693.97 | 6 | 5 | 18 | 7 | 36 | 25 | 17.72 | 9.0 | Bad | 1496.11 | 36.215528 | Yes | 29.310508 | 16.139834 | High_spent_Small_value_payments | 282.099408 | Poor | 143 |
42 | Developer | 38643.04 | 2 | 3 | 10 | 3 | 3 | 10 | 7.58 | 4.0 | Good | 581.74 | 26.373228 | No | 82.859318 | 130.797865 | High_spent_Small_value_payments | 396.968151 | Good | 333 |
21 | Musician | 73020.54 | 2 | 5 | 6 | 3 | 25 | 3 | 2.98 | 2.0 | Good | 1363.68 | 35.645088 | No | 172.894186 | 102.185668 | High_spent_Large_value_payments | 583.224646 | Poor | 328 |
36 | Writer | 31941.88 | 5 | 6 | 16 | 0 | 11 | 19 | 4.90 | 6.0 | Standard | 1048.97 | 28.883595 | No | 0.000000 | 211.378852 | Low_spent_Large_value_payments | 311.303481 | Standard | 246 |
20 | Architect | 40167.84 | 7 | 5 | 5 | 1 | 8 | 16 | 18.59 | 4.0 | Standard | 277.38 | 37.638615 | Yes | 19.025280 | 51.193293 | High_spent_Large_value_payments | 523.013427 | Standard | 0 |
36 | Teacher | 44599.14 | 0 | 7 | 4 | 3 | 4 | 0 | 9.99 | 4.0 | Good | 694.02 | 36.523120 | No | 83.750380 | 360.384148 | Low_spent_Small_value_payments | 217.824973 | Standard | 0 |
32 | Writer | 122452.65 | 2 | 7 | 6 | 0 | 5 | 12 | 11.81 | 3.0 | Good | 383.03 | 41.936984 | No | 0.000000 | 221.956271 | High_spent_Large_value_payments | 1032.082479 | Standard | 376 |
27 | Teacher | 97363.36 | 5 | 5 | 16 | 3 | 13 | 12 | 15.50 | 6.0 | Standard | 205.37 | 35.128693 | Yes | 152.396913 | 287.024137 | High_spent_Medium_value_payments | 616.540283 | Standard | 164 |
19 | Musician | 36938.82 | 8 | 6 | 13 | 5 | 22 | 12 | 10.06 | 12.0 | Standard | 771.60 | 32.596165 | Yes | 112.272766 | 192.601157 | Low_spent_Small_value_payments | 263.349577 | Standard | 143 |
24 | Developer | 11892.72 | 6 | 4 | 5 | 1 | 30 | 20 | 15.73 | 8.0 | Standard | 736.01 | 31.023053 | Yes | 7.511182 | 86.311318 | Low_spent_Small_value_payments | 293.783500 | Standard | 380 |
30 | Manager | 141474.20 | 3 | 3 | 18 | 0 | 6 | 11 | 15.62 | 5.0 | Standard | 364.38 | 42.214764 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1036.980808 | Standard | 284 |
30 | Lawyer | 85553.97 | 1 | 4 | 1 | 2 | 4 | 0 | 11.65 | 0.0 | Good | 180.95 | 37.473654 | No | 95.105426 | 277.116498 | Low_spent_Medium_value_payments | 630.127826 | Good | 215 |
47 | Developer | 9824.31 | 7 | 4 | 17 | 0 | 25 | 19 | 0.96 | 0.0 | Standard | 1233.96 | 32.037924 | No | 0.000000 | 31.754763 | Low_spent_Medium_value_payments | 319.014487 | Standard | 224 |
34 | Entrepreneur | 14925.81 | 8 | 6 | 5 | 5 | 19 | 9 | 7.23 | 8.0 | Standard | 781.33 | 26.318102 | Yes | 61.784282 | 127.169748 | Low_spent_Small_value_payments | 211.227721 | Standard | 124 |
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