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ID | Описание | Дата |
---|---|---|
abbba914-5c05-43c5-afff-969f4947e52e | optimize B2B bandwidth | 1990-05-04 |
f692617c-345c-46f6-b64d-cefe8976e7ec | mesh enterprise supply-chains | 1988-10-17 |
30e03508-6306-4af2-bc35-fe90399f966a | morph holistic eyeballs | 1977-12-05 |
2a8389cc-6ef1-4614-a396-2dbc46f7cd80 | benchmark sticky networks | 2024-10-01 |
afe1caa9-6d8e-45c4-a258-5d0f4b96a664 | syndicate cutting-edge supply-chains | 1972-12-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Accountant | 34841.870 | 1 | 7 | 1 | 2 | 1 | 2 | 2.24 | 3.0 | Good | 142.05 | 23.630440 | No | 33.366098 | 236.453869 | Low_spent_Large_value_payments | 302.728950 | Standard | 367 |
55 | Scientist | 17032.785 | 0 | 6 | 2 | 3 | 13 | 7 | 6.86 | 5.0 | Good | 1229.08 | 26.915577 | No | 33.299764 | 81.195857 | Low_spent_Small_value_payments | 293.144254 | Standard | 0 |
31 | Doctor | 33409.330 | 4 | 7 | 5 | 3 | 4 | 12 | 9.83 | 5.0 | Standard | 812.01 | 38.417020 | Yes | 46.129409 | 195.298674 | Low_spent_Small_value_payments | 301.483001 | Poor | 244 |
21 | Manager | 105556.380 | 5 | 5 | 10 | 0 | 24 | 9 | 0.00 | 4.0 | Standard | 770.97 | 42.091892 | Yes | 0.000000 | 395.777036 | Low_spent_Medium_value_payments | 780.459464 | Standard | 208 |
49 | Writer | 86186.370 | 7 | 3 | 10 | 3 | 28 | 10 | 10.39 | 4.0 | Standard | 524.53 | 30.958041 | Yes | 192.396199 | 183.798009 | High_spent_Small_value_payments | 627.625542 | Standard | 189 |
53 | Engineer | 16862.715 | 8 | 6 | 10 | 2 | 22 | 21 | 17.13 | 5.0 | Standard | 574.86 | 32.853299 | Yes | 14.740344 | 45.693958 | High_spent_Medium_value_payments | 349.888323 | Good | 315 |
18 | Mechanic | 24931.390 | 4 | 6 | 13 | 2 | 20 | 8 | 11.34 | 12.0 | Standard | 18.55 | 38.449412 | Yes | 36.801839 | 156.562200 | Low_spent_Medium_value_payments | 296.497544 | Standard | 348 |
51 | Teacher | 69476.140 | 5 | 6 | 1 | 3 | 10 | 5 | 3.62 | 4.0 | Good | 1305.65 | 40.676984 | No | 106.647612 | 0.000000 | High_spent_Medium_value_payments | 593.251233 | Standard | 239 |
38 | Writer | 61348.980 | 5 | 7 | 9 | 4 | 24 | 11 | 5.19 | 3.0 | Standard | 1240.49 | 28.763002 | No | 168.595419 | 138.259702 | High_spent_Medium_value_payments | 446.986379 | Standard | 326 |
26 | Musician | 40651.740 | 2 | 3 | 4 | 4 | 11 | 3 | 10.69 | 0.0 | Good | 231.41 | 38.237436 | No | 133.100961 | 178.669573 | High_spent_Small_value_payments | 272.093966 | Good | 364 |
19 | Media_Manager | 14527.455 | 3 | 3 | 4 | 4 | 19 | 3 | 6.31 | 2.0 | Good | 321.05 | 32.388556 | No | 41.695445 | 49.383099 | Low_spent_Small_value_payments | 295.383581 | Good | 238 |
32 | Manager | 110347.200 | 5 | 3 | 8 | 1 | 7 | 0 | 3.23 | 0.0 | Good | 438.55 | 37.334087 | No | 62.733640 | 588.745737 | High_spent_Small_value_payments | 526.980623 | Good | 284 |
36 | Doctor | 37485.370 | 5 | 6 | 1 | 0 | 12 | 4 | 4.79 | 4.0 | Good | 339.17 | 40.454275 | No | 0.000000 | 117.624383 | Low_spent_Small_value_payments | 506.653700 | Good | 215 |
20 | Musician | 128275.840 | 8 | 6 | 17 | 0 | 7 | 15 | 2.87 | 0.0 | Standard | 1171.85 | 25.570080 | NM | 0.000000 | 947.641290 | Low_spent_Small_value_payments | 381.424043 | Standard | 195 |
37 | Engineer | 67556.800 | 3 | 5 | 10 | 3 | 30 | 18 | 19.44 | 2.0 | Standard | 762.85 | 31.788375 | Yes | 118.348636 | 626.637981 | Low_spent_Small_value_payments | 133.686716 | Standard | 336 |
19 | Doctor | 21153.980 | 6 | 3 | 8 | 3 | 15 | 15 | 8.60 | 0.0 | Standard | 951.68 | 26.835454 | Yes | 30.947775 | 174.284312 | Low_spent_Small_value_payments | 236.851079 | Standard | 389 |
20 | Scientist | 33000.460 | 8 | 4 | 10 | 4 | 10 | 14 | 19.23 | 0.0 | Standard | 33.61 | 27.355512 | Yes | 57.890103 | 225.645671 | Low_spent_Large_value_payments | 263.668059 | Standard | 0 |
52 | Doctor | 81223.360 | 3 | 7 | 8 | 0 | 11 | 5 | 11.78 | 4.0 | Good | 121.02 | 40.690452 | No | 0.000000 | 284.430033 | Low_spent_Small_value_payments | 691.531300 | Good | 237 |
46 | Doctor | 28817.100 | 5 | 4 | 3 | 2 | 5 | 8 | 5.08 | 0.0 | Good | 890.13 | 39.167720 | No | 24.250526 | 43.099106 | High_spent_Medium_value_payments | 401.792868 | Good | 296 |
39 | Accountant | 145175.400 | 3 | 1 | 6 | 1 | 16 | 0 | 5.58 | 2.0 | Good | 1271.95 | 37.297582 | No | 67.837065 | 167.290988 | High_spent_Medium_value_payments | 1216.566946 | Standard | 283 |
41 | Media_Manager | 39979.960 | 6 | 5 | 13 | 2 | 19 | 0 | 2.50 | 3.0 | Standard | 768.55 | 25.893902 | No | 63.476129 | 128.667006 | Low_spent_Small_value_payments | 435.323198 | Standard | 263 |
16 | Architect | 35358.150 | 7 | 3 | 16 | 3 | 24 | 11 | 18.62 | 4.0 | Standard | 444.88 | 32.000645 | Yes | 76.581675 | 0.000000 | Low_spent_Small_value_payments | 336.367137 | Standard | 182 |
28 | Teacher | 20817.920 | 4 | 3 | 1 | 3 | 9 | 1 | 5.20 | 2.0 | Good | 822.51 | 29.540743 | No | 28.048964 | 23.976739 | High_spent_Medium_value_payments | 362.756964 | Good | 363 |
27 | Lawyer | 90661.350 | 8 | 3 | 11 | 2 | 29 | 9 | 14.76 | 9.0 | Standard | 1375.13 | 32.290417 | Yes | 113.126298 | 0.000000 | Low_spent_Small_value_payments | 367.208375 | Standard | 189 |
40 | Engineer | 71297.020 | 3 | 4 | 4 | 4 | 5 | 4 | 16.50 | 2.0 | Good | 383.01 | 30.497824 | No | 168.120926 | 149.557440 | High_spent_Large_value_payments | 525.163468 | Good | 369 |
29 | Mechanic | 28550.840 | 7 | 3 | 12 | 2 | 16 | 20 | 1.86 | 2.0 | Standard | 57.85 | 27.933952 | Yes | 44.420154 | 0.000000 | Low_spent_Large_value_payments | 294.613399 | Standard | 314 |
38 | Doctor | 37486.020 | 3 | 5 | 8 | 3 | 3 | 8 | 7.65 | 2.0 | Good | 358.83 | 36.913132 | No | 66.539222 | 276.152571 | Low_spent_Medium_value_payments | 267.291707 | Poor | 248 |
17 | Doctor | 17452.155 | 3 | 3 | 18 | 4 | 29 | 22 | 9.73 | 8.0 | Standard | 420.61 | 33.000781 | Yes | 40.984822 | 39.021741 | High_spent_Small_value_payments | 310.728063 | Standard | 63 |
45 | Engineer | 93666.330 | 0 | 7 | 1 | 3 | 11 | 7 | 5.61 | 3.0 | Good | 362.04 | 42.441256 | No | 156.956570 | 56.540261 | High_spent_Large_value_payments | 786.055919 | Standard | 334 |
48 | Developer | 65945.700 | 5 | 7 | 8 | 0 | 1 | 8 | 8.07 | 1.0 | Good | 215.05 | 38.491235 | No | 0.000000 | 495.203463 | Low_spent_Small_value_payments | 343.444037 | Good | 223 |
25 | Teacher | 86262.200 | 0 | 7 | 5 | 2 | 22 | 2 | 9.84 | 2.0 | Good | 671.65 | 39.195955 | No | 127.025986 | 47.838418 | High_spent_Large_value_payments | 783.987262 | Poor | 259 |
43 | Architect | 10692.160 | 8 | 4 | 16 | 0 | 17 | 12 | 10.29 | 4.0 | Standard | 1350.85 | 22.725591 | Yes | 0.000000 | 107.809961 | Low_spent_Small_value_payments | 263.891372 | Standard | 382 |
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