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ID | Описание | Дата |
---|---|---|
660fe41e-49f2-40e7-a8fd-766abbb427e4 | harness bricks-and-clicks paradigms | 2000-08-18 |
04391dc2-167f-4bdd-8cf6-8a7cc6be4e17 | strategize bricks-and-clicks markets | 2001-10-19 |
9c62b12b-1a32-41b0-954e-d53b3dfe7239 | brand B2C partnerships | 2023-06-11 |
2cfbd579-3621-48ae-bd50-3b8c4fa5f530 | evolve open-source communities | 2025-02-06 |
897f03e2-5fcc-4364-984d-152718331eb9 | exploit e-business users | 1993-12-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Entrepreneur | 34927.000 | 6 | 4 | 4 | 0 | 13 | 21 | 11.36 | 6.0 | Good | 1158.55 | 38.878028 | No | 0.000000 | 82.212848 | High_spent_Medium_value_payments | 459.845485 | Standard | 320 |
21 | Media_Manager | 15399.520 | 4 | 3 | 18 | 1 | 30 | 16 | 18.03 | 2.0 | Standard | 556.93 | 35.963910 | Yes | 11.418615 | 158.852351 | Low_spent_Small_value_payments | 263.558367 | Standard | 0 |
35 | Engineer | 125047.240 | 2 | 5 | 9 | 0 | 11 | 4 | 12.83 | 0.0 | Good | 1223.02 | 35.397739 | No | 0.000000 | 948.175243 | Low_spent_Medium_value_payments | 400.085091 | Standard | 327 |
26 | Doctor | 14649.275 | 3 | 5 | 9 | 0 | 3 | 0 | 1.65 | 0.0 | Good | 554.58 | 31.531077 | No | 0.000000 | 100.717839 | Low_spent_Medium_value_payments | 291.159453 | Good | 275 |
18 | Lawyer | 19092.790 | 10 | 8 | 19 | 7 | 43 | 19 | 6.99 | 9.0 | Bad | 1445.08 | 29.173912 | Yes | 64.616802 | 39.831299 | High_spent_Large_value_payments | 313.658482 | Poor | 125 |
41 | Doctor | 32152.320 | 4 | 3 | 5 | 1 | 20 | 17 | 2.57 | 3.0 | Standard | 1100.76 | 29.297150 | No | 22.751784 | 68.069383 | High_spent_Medium_value_payments | 406.714833 | Standard | 372 |
15 | Scientist | 21382.810 | 7 | 5 | 14 | 2 | 17 | 11 | 18.18 | 8.0 | Standard | 1059.86 | 33.045251 | Yes | 30.710142 | 100.701148 | Low_spent_Small_value_payments | 327.078793 | Standard | 89 |
27 | Accountant | 30093.320 | 2 | 4 | 11 | 1 | 2 | 7 | 11.94 | 0.0 | Good | 22.88 | 23.343431 | NM | 22.775356 | 135.965357 | Low_spent_Small_value_payments | 378.836955 | Standard | 319 |
38 | Writer | 55139.820 | 3 | 4 | 5 | 4 | 28 | 12 | 8.40 | 8.0 | Standard | 95.73 | 31.008760 | Yes | 110.392040 | 108.198621 | High_spent_Large_value_payments | 491.807839 | Standard | 300 |
31 | Architect | 128494.520 | 4 | 4 | 9 | 2 | 0 | 1 | 10.33 | 3.0 | Good | 722.25 | 38.893899 | No | 176.904610 | 1250.262081 | Low_spent_Small_value_payments | 0.000000 | Good | 343 |
44 | Accountant | 34257.690 | 3 | 5 | 9 | 3 | 20 | 0 | 12.38 | 6.0 | Standard | 777.19 | 33.619303 | NM | 50.992522 | 143.506237 | Low_spent_Small_value_payments | 406.681992 | Standard | 226 |
26 | Engineer | 39123.420 | 6 | 5 | 15 | 3 | 7 | 0 | 7.47 | 5.0 | Standard | 139.77 | 30.624288 | Yes | 64.498423 | 0.000000 | High_spent_Medium_value_payments | 385.959077 | Standard | 186 |
36 | Lawyer | 12338.465 | 5 | 5 | 2 | 1 | 18 | 17 | 6.52 | 0.0 | Good | 352.92 | 34.817744 | No | 10.218511 | 26.463115 | High_spent_Small_value_payments | 297.138916 | Standard | 380 |
26 | Engineer | 30789.350 | 5 | 4 | 7 | 4 | 5 | 6 | 5.72 | 6.0 | Good | 1106.11 | 23.304297 | No | 73.865700 | 0.000000 | Low_spent_Medium_value_payments | 221.940711 | Good | 243 |
38 | Musician | 15649578.000 | 6 | 4 | 13 | 1 | 20 | 19 | 19.46 | 4.0 | Standard | 942.99 | 35.377186 | Yes | 120.245843 | 174.451380 | Low_spent_Small_value_payments | 249.629271 | Standard | 208 |
29 | Architect | 32842.440 | 5 | 3 | 5 | 3 | 21 | 13 | 15.08 | 3.0 | Standard | 1399.25 | 27.176060 | Yes | 48.041551 | 101.484091 | High_spent_Small_value_payments | 401.061359 | Standard | 381 |
44 | Media_Manager | 119016.880 | 8 | 3 | 8 | 0 | 25 | 10 | 2.77 | 5.0 | Standard | 839.78 | 42.982781 | No | 0.000000 | 199.572175 | High_spent_Large_value_payments | 1032.235158 | Standard | 388 |
49 | Lawyer | 16077755.000 | 0 | 6 | 7 | 1 | 21 | 10 | 1.21 | 2.0 | Good | 681.37 | 25.162807 | No | 33.152931 | 34.973904 | High_spent_Large_value_payments | 519.078165 | Poor | 211 |
24 | Journalist | 17810.500 | 5 | 7 | 8 | 1 | 8 | 16 | 8.23 | 4.0 | Good | 1163.48 | 37.954230 | No | 14.205849 | 152.923410 | Low_spent_Small_value_payments | 242.891575 | Standard | 394 |
23 | Manager | 37679.190 | 1 | 2 | 12 | 1 | 5 | 8 | 4.51 | 1.0 | Good | 771.00 | 35.255197 | No | 18.552219 | 92.310509 | Low_spent_Large_value_payments | 494.030521 | Good | 265 |
55 | Media_Manager | 60919.840 | 0 | 6 | 7 | 3 | 10 | 2 | 11.88 | 1.0 | Good | 1338.17 | 38.316031 | No | 145.838492 | 461.888140 | Low_spent_Large_value_payments | 199.638701 | Good | 238 |
24 | Journalist | 34570.080 | 2 | 6 | 7 | 1 | 4 | 2 | 7.63 | 3.0 | Good | 200.32 | 40.229865 | No | 17.078007 | 159.140855 | Low_spent_Medium_value_payments | 414.065139 | Standard | 0 |
51 | Engineer | 22330.070 | 1 | 6 | 12 | 1 | 7 | 3 | 11.93 | 4.0 | Good | 470.36 | 24.084304 | No | 11.709562 | 164.340360 | Low_spent_Large_value_payments | 269.533995 | Good | 237 |
38 | Media_Manager | 13543.805 | 7 | 3 | 18 | 3 | 16 | 20 | 13.14 | 4.0 | Standard | 929.03 | 37.789928 | Yes | 30.687932 | 128.041307 | Low_spent_Small_value_payments | 234.835803 | Standard | 329 |
23 | Scientist | 32612.360 | 5 | 5 | 12 | 4 | 6 | 9 | 8.44 | 0.0 | Good | 809.94 | 27.817187 | No | 91.578987 | 92.259978 | High_spent_Medium_value_payments | 333.230701 | Standard | 390 |
51 | Mechanic | 142544.360 | 0 | 4 | 3 | 0 | 1 | 4 | 4.45 | 1.0 | Good | 855.55 | 33.243740 | No | 0.000000 | 369.331796 | Low_spent_Large_value_payments | 1109.337871 | Good | 223 |
29 | Engineer | 13675.830 | 4 | 5 | 16 | 0 | 29 | 19 | 7.07 | 4.0 | Standard | 568.81 | 26.475888 | Yes | 0.000000 | 38.297066 | High_spent_Small_value_payments | 349.968184 | Standard | 268 |
52 | Scientist | 163083.080 | 3 | 2 | 8 | 1 | 6 | 3 | 9.38 | 0.0 | Good | 799.18 | 27.351751 | No | 93.248910 | 1640.187593 | Low_spent_Small_value_payments | 0.000000 | Good | 376 |
38 | Accountant | 58510.300 | 8 | 5 | 12 | 0 | 15 | 8 | 2.45 | 4.0 | Standard | 984.82 | 29.666263 | No | 0.000000 | 137.533279 | High_spent_Medium_value_payments | 609.252554 | Standard | 0 |
37 | Musician | 68140.200 | 3 | 5 | 14 | 0 | 22 | 14 | 1.30 | 1.0 | Standard | 204.73 | 40.681232 | No | 0.000000 | 105.284563 | High_spent_Medium_value_payments | 733.850437 | Standard | 0 |
25 | Entrepreneur | 33741.620 | 6 | 6 | 12 | 5 | 27 | 19 | 13.09 | 4.0 | Standard | 1428.31 | 31.552435 | Yes | 80.269346 | 66.136749 | High_spent_Large_value_payments | 385.974072 | Standard | 164 |
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