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ID | Описание | Дата |
---|---|---|
1d8fece1-0054-4f52-b4b3-54db6bd9d636 | empower dynamic interfaces | 1994-01-24 |
8449ad90-3b15-4ecd-af21-9e99ac2d9859 | re-contextualize one-to-one infrastructures | 1984-08-11 |
d50aff50-4ff7-4247-8392-056cfcd48ce7 | architect holistic interfaces | 1986-09-27 |
daf6428e-3db8-4f4e-9d99-ebb71b987e60 | re-contextualize open-source eyeballs | 2021-05-15 |
002f2f57-8e5a-4732-84f2-40404e9125af | scale cutting-edge networks | 1987-08-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Entrepreneur | 31087.660 | 4 | 7 | 12 | 6 | 11 | 11 | 10.95 | 6.0 | Standard | 70.82 | 29.467472 | Yes | 134.691720 | 104.491994 | High_spent_Medium_value_payments | 257.980120 | Standard | 87 |
26 | Musician | 75044.980 | 0 | 1 | 2 | 2 | 9 | 10 | 7.49 | 2.0 | Good | 933.23 | 34.645441 | No | 68.311538 | 503.487562 | Low_spent_Large_value_payments | 294.975733 | Good | 341 |
41 | Scientist | 22416.225 | 0 | 6 | 3 | 3 | 14 | 0 | 6.93 | 2.0 | Good | 397.34 | 33.193670 | NM | 39.033509 | 128.188580 | Low_spent_Small_value_payments | 290.279787 | Poor | 232 |
14 | Teacher | 52243.640 | 8 | 6 | 11 | 1 | 11 | 13 | 15.61 | 8.0 | Standard | 1336.50 | 38.208999 | Yes | 33.631453 | 60.765911 | High_spent_Medium_value_payments | 597.766303 | Standard | 265 |
48 | Lawyer | 23079.290 | 3 | 5 | 8 | 3 | 7 | 13 | 4.66 | 6.0 | Good | 850.79 | 36.748402 | No | 45.554276 | 174.383876 | Low_spent_Small_value_payments | 245.589265 | Standard | 315 |
52 | Musician | 23211.260 | 7 | 5 | 10 | 3 | 24 | 0 | 15.14 | 1.0 | Standard | 361.52 | 29.898942 | Yes | 42.557718 | 56.040987 | Low_spent_Large_value_payments | 385.028462 | Standard | 299 |
39 | Engineer | 23289.740 | 4 | 6 | 6 | 4 | 19 | 0 | 1.09 | 8.0 | Good | 804.75 | 36.783464 | No | 40.095145 | 36.884028 | High_spent_Large_value_payments | 364.301994 | Standard | 279 |
39 | Developer | 75004.050 | 3 | 3 | 8 | 3 | 34 | 9 | 20.36 | 9.0 | Standard | 199.04 | 33.479054 | Yes | 161.499680 | 137.562679 | High_spent_Medium_value_payments | 592.571390 | Standard | 106 |
35 | Writer | 30988.610 | 5 | 3 | 11 | 0 | 13 | 4 | 7.32 | 3.0 | Good | 820.56 | 37.085374 | No | 0.000000 | 152.451915 | High_spent_Small_value_payments | 386.186502 | Standard | 209 |
21 | Entrepreneur | 23917.380 | 7 | 4 | 6 | 3 | 18 | 16 | 9.98 | 2.0 | Standard | 888.53 | 28.115014 | Yes | 35.508289 | 46.870311 | Low_spent_Large_value_payments | 360.032900 | Standard | 358 |
43 | Media_Manager | 44822.210 | 1 | 4 | 2 | 4 | 14 | 6 | 1.03 | 0.0 | Good | 730.64 | 23.837730 | No | 135.044286 | 350.180574 | Low_spent_Medium_value_payments | 150.293557 | Standard | 284 |
22 | Writer | 71843.520 | 7 | 6 | 10 | 0 | 26 | 11 | 13.82 | 8.0 | Standard | 369.70 | 29.684702 | Yes | 0.000000 | 150.660879 | High_spent_Medium_value_payments | 683.035121 | Standard | 159 |
48 | Musician | 15649.260 | 4 | 6 | 8 | 1 | 15 | 2 | 2.15 | 6.0 | Good | 195.62 | 30.918097 | No | 7.853946 | 141.658185 | Low_spent_Small_value_payments | 282.498368 | Good | 323 |
36 | Writer | 79062.440 | 8 | 6 | 5 | 4 | 8 | 19 | 15.63 | 4.0 | Standard | 426.07 | 25.722957 | Yes | 182.589550 | 117.799959 | High_spent_Large_value_payments | 625.064158 | Standard | 108 |
23 | Doctor | 29146.600 | 4 | 3 | 12 | 2 | 7 | 9 | 2.79 | 7.0 | Good | 179.48 | 38.626533 | No | 26.241715 | 217.127893 | Low_spent_Small_value_payments | 302.818725 | Standard | 219 |
45 | Journalist | 7807.285 | 4 | 6 | 13 | 2 | 15 | 20 | 11.31 | 4.0 | Standard | 692.63 | 23.864244 | Yes | 7.771075 | 61.116120 | Low_spent_Small_value_payments | 281.773514 | Standard | 78 |
41 | Accountant | 28637.080 | 3 | 7 | 1 | 3 | 11 | 14 | 10.91 | 4.0 | Good | 967.75 | 29.510900 | No | 67.844871 | 87.441140 | Low_spent_Large_value_payments | 331.456323 | Standard | 348 |
48 | Engineer | 24372.880 | 5 | 6 | 13 | 3 | 28 | 10 | 6.40 | 2.0 | Standard | 719.48 | 29.927388 | Yes | 55.349577 | 207.470187 | Low_spent_Small_value_payments | 225.287570 | Standard | 341 |
54 | Scientist | 16620.755 | 3 | 3 | 5 | 2 | 2 | 11 | 9.91 | 5.0 | Good | 9.55 | 28.413552 | No | 21.485771 | 47.271545 | High_spent_Small_value_payments | 338.848975 | Standard | 248 |
48 | Lawyer | 60865.050 | 5 | 7 | 3 | 3 | 21 | 10 | 3.23 | 0.0 | Standard | 1188.49 | 24.987294 | No | 140.209934 | 265.375757 | Low_spent_Large_value_payments | 386.523059 | Standard | 295 |
50 | Writer | 19519.660 | 3 | 3 | 16 | 3 | 27 | 17 | 5.84 | 1.0 | Standard | 529.09 | 31.575536 | Yes | 45.557416 | 0.000000 | Low_spent_Small_value_payments | 276.950749 | Standard | 387 |
20 | Engineer | 77108.980 | 5 | 2 | 8 | 3 | 6 | 9 | 9.60 | 1.0 | Good | 482.99 | 36.396740 | No | 102.356773 | 290.207053 | Low_spent_Medium_value_payments | 540.311007 | Good | 208 |
43 | Accountant | 18598.170 | 8 | 7 | 16 | 2 | 19 | 0 | 12.21 | 8.0 | Standard | 667.98 | 29.182651 | Yes | 18.896396 | 50.441309 | High_spent_Small_value_payments | 348.247044 | Standard | 243 |
19 | Teacher | 27323.110 | 4 | 6 | 10 | 2 | 6 | 9 | 7.17 | 5.0 | Standard | 1202.40 | 39.825523 | Yes | 28.357625 | 67.778347 | High_spent_Medium_value_payments | 365.056612 | Standard | 146 |
20 | Teacher | 109480.980 | 5 | 4 | 9 | 0 | 23 | 9 | 16.04 | 6.0 | Standard | 372.34 | 32.858506 | Yes | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 851.572104 | Standard | 333 |
55 | Lawyer | 88044.600 | 5 | 4 | 5 | 0 | 28 | 2 | 6.57 | 2.0 | Good | 344.46 | 42.291889 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 783.702524 | Poor | 394 |
26 | Teacher | 70902.060 | 4 | 3 | 5 | 2 | 10 | 8 | 4.88 | 2.0 | Good | 720.71 | 40.182090 | No | 59.709664 | 346.959522 | Low_spent_Small_value_payments | 473.181315 | Good | 294 |
51 | Doctor | 40608.960 | 2 | 1 | 5 | 3 | 4 | 0 | 4.19 | 4.0 | Good | 1420.76 | 29.353682 | No | 93.009030 | 154.382044 | Low_spent_Small_value_payments | 352.916926 | Good | 222 |
45 | Developer | 44611.390 | 2 | 3 | 7 | 1 | 14 | 4 | 9.27 | 0.0 | Good | 841.62 | 25.739120 | No | 28.962093 | 81.047020 | High_spent_Small_value_payments | 532.352470 | Standard | 316 |
32 | Engineer | 72699.660 | 4 | 5 | 1 | 0 | 0 | 11 | 1.76 | 0.0 | Good | 1009.97 | 35.991104 | NM | 0.000000 | 160.028274 | High_spent_Medium_value_payments | 711.002226 | Standard | 188 |
43 | Entrepreneur | 12804.965 | 3 | 3 | 16 | 2 | 17 | 11 | 0.00 | 4.0 | Standard | 436.63 | 28.047798 | Yes | 11.203035 | 0.000000 | High_spent_Medium_value_payments | 300.193055 | Standard | 0 |
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