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ID | Описание | Дата |
---|---|---|
c0e1e549-5e5c-4db8-b6ca-392f4b944376 | deliver killer networks | 2019-03-25 |
3d13b9e3-fa82-4e06-9ae9-168cf67d78c2 | extend ubiquitous users | 1979-02-05 |
70bdbf8e-4765-448b-93b7-7d809abee207 | whiteboard front-end communities | 1989-05-07 |
13e95b0f-87ea-4b18-ac21-536427330544 | morph innovative web-readiness | 1973-11-18 |
825543e7-8e8f-40fb-9ab5-e09f18a525cc | enable integrated ROI | 1996-02-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Mechanic | 34106.780 | 8 | 5 | 17 | 0 | 8 | 10 | 10.06 | 0.0 | Standard | 996.54 | 25.343902 | Yes | 0.000000 | 338.003651 | Low_spent_Small_value_payments | 228.719515 | Standard | 387 |
45 | Writer | 69577.920 | 5 | 6 | 3 | 3 | 16 | 6 | 8.53 | 1.0 | Good | 491.67 | 40.517604 | No | 135.383947 | 164.245198 | Low_spent_Large_value_payments | 558.586855 | Poor | 227 |
36 | Journalist | 34425.620 | 7 | 6 | 18 | 3 | 29 | 16 | 14.99 | 1.0 | Standard | 29.90 | 35.515784 | No | 56.789642 | 51.599376 | High_spent_Large_value_payments | 406.691149 | Standard | 254 |
23 | Architect | 33882.600 | 6 | 7 | 5 | 2 | 8 | 10 | 7.55 | 6.0 | Standard | 1240.48 | 39.535873 | Yes | 36.260748 | 384.139787 | Low_spent_Small_value_payments | 153.754465 | Standard | 108 |
45 | Engineer | 31230.160 | 6 | 5 | 8 | 2 | 5 | 14 | 2.16 | 2.0 | Good | 758.88 | 30.125908 | No | 28.220944 | 51.750299 | High_spent_Small_value_payments | 431.580091 | Standard | 334 |
51 | Accountant | 19271.950 | 6 | 4 | 9 | 3 | 30 | 9 | 17.97 | 2.0 | Standard | 368.72 | 37.745879 | NM | 35.046789 | 168.177629 | Low_spent_Small_value_payments | 240.475165 | Standard | 388 |
32 | Accountant | 43600.040 | 8 | 4 | 17 | 5 | 13 | 19 | 16.35 | 8.0 | Standard | 773.73 | 26.301872 | Yes | 178.102266 | 33.242535 | High_spent_Large_value_payments | 416.688866 | Standard | 143 |
30 | Developer | 31632.320 | 2 | 3 | 9 | 3 | 1 | 9 | 3.70 | 6.0 | Good | 73.75 | 25.962303 | No | 59.022874 | 75.226443 | High_spent_Medium_value_payments | 357.853350 | Good | 394 |
43 | Mechanic | 106154.460 | 1 | 2 | 10 | 1 | 11 | 1 | 5.38 | 2.0 | Good | 386.42 | 35.602556 | No | 47.789999 | 525.821675 | Low_spent_Medium_value_payments | 602.508827 | Good | 281 |
21 | Lawyer | 11798.555 | 6 | 5 | 15 | 5 | 20 | 16 | 20.76 | 7.0 | Standard | 784.50 | 27.933124 | Yes | 30.403233 | 63.693565 | Low_spent_Medium_value_payments | 289.824493 | Good | 80 |
51 | Architect | 80393.480 | 3 | 4 | 6 | 4 | 17 | 4 | 14.99 | 3.0 | Good | 329.74 | 29.430602 | No | 187.664556 | 101.527226 | High_spent_Large_value_payments | 615.353884 | Poor | 385 |
46 | Entrepreneur | 85432.840 | 5 | 4 | 16 | 1 | 13 | 11 | 4.62 | 5.0 | Standard | 295.87 | 37.733328 | NM | 41.122890 | 0.000000 | High_spent_Large_value_payments | 784.197755 | Standard | 395 |
36 | Teacher | 57295.880 | 4 | 7 | 5 | 0 | 13 | 12 | 9.19 | 1.0 | Good | 1089.19 | 29.371173 | No | 0.000000 | 609.354640 | Low_spent_Small_value_payments | 132.711027 | Poor | 391 |
35 | Architect | 25744.120 | 6 | 4 | 14 | 1 | 11 | 19 | 0.00 | 1.0 | Standard | 1118.51 | 36.414610 | No | 12.332013 | 47.049190 | High_spent_Large_value_payments | 372.953131 | Standard | 306 |
21 | Musician | 64662.040 | 1 | 2 | 2 | 3 | 10 | 12 | 2.41 | 4.0 | Good | 1376.25 | 41.311924 | No | 83.842185 | 138.010704 | High_spent_Large_value_payments | 571.397444 | Good | 307 |
19 | Doctor | 19125.750 | 3 | 6 | 4 | 3 | 18 | 14 | 11.32 | 0.0 | Good | 1243.20 | 39.462299 | NM | 33.557744 | 53.501262 | Low_spent_Large_value_payments | 326.722243 | Good | 251 |
41 | Developer | 34751.530 | 4 | 4 | 8 | 3 | 15 | 10 | 2.56 | 2.0 | Standard | 421.45 | 23.717688 | No | 74.536539 | 50.446041 | High_spent_Medium_value_payments | 437.213503 | Standard | 295 |
32 | Teacher | 9662.195 | 6 | 7 | 6 | 5 | 11 | 14 | 12.25 | 8.0 | Standard | 656.57 | 24.248081 | Yes | 29.540062 | 115.955271 | Low_spent_Small_value_payments | 233.022958 | Standard | 154 |
41 | Lawyer | 20028.040 | 4 | 5 | 8 | 2 | 28 | 19 | 8.85 | 4.0 | Standard | 528.22 | 23.116471 | Yes | 26.613144 | 142.572411 | Low_spent_Small_value_payments | 293.614778 | Standard | 141 |
15 | Developer | 32061.520 | 3 | 4 | 9 | 7 | 10 | 14 | 13.67 | 5.0 | Standard | 927.27 | 29.978257 | Yes | 152.061236 | 124.086017 | Low_spent_Large_value_payments | 240.232081 | Standard | 73 |
30 | Doctor | 33131.600 | 2 | 6 | 8 | 0 | 2 | 10 | 11.49 | 0.0 | Good | 724.78 | 27.755400 | No | 0.000000 | 26.422876 | High_spent_Large_value_payments | 490.673791 | Good | 329 |
46 | Scientist | 45764.140 | 6 | 5 | 11 | 2 | 11 | 19 | 9.31 | 3.0 | Good | 146.10 | 30.203846 | No | 62.194569 | 249.020652 | Low_spent_Small_value_payments | 376.352612 | Poor | 371 |
35 | Accountant | 14471.785 | 3 | 7 | 19 | 0 | 20 | 10 | 4.78 | 1.0 | Standard | 921.35 | 27.520102 | No | 0.000000 | 66.368041 | Low_spent_Small_value_payments | 332.330167 | Good | 212 |
20 | Engineer | 59986.000 | 2 | 2 | 1 | 1 | 8 | 0 | 8.54 | 6.0 | Good | 275.56 | 25.553627 | No | 40.243706 | 462.380182 | Low_spent_Medium_value_payments | 257.459446 | Standard | 249 |
27 | Mechanic | 58508.760 | 6 | 5 | 17 | 4 | 25 | 15 | 18.72 | 6.0 | Standard | 1048.25 | 31.249733 | Yes | 164.199022 | 0.000000 | Low_spent_Small_value_payments | 249.558368 | Standard | 175 |
55 | Musician | 78937.100 | 3 | 7 | 7 | 4 | 14 | 0 | 6.05 | 3.0 | Good | 520.56 | 33.016743 | No | 174.416344 | 345.586256 | Low_spent_Small_value_payments | 430.506567 | Poor | 384 |
43 | Scientist | 29086.410 | 4 | 7 | 13 | 1 | 12 | 9 | 16.40 | 6.0 | Standard | 1394.56 | 26.624819 | Yes | 15.519660 | 20.635564 | High_spent_Large_value_payments | 427.531526 | Good | 0 |
44 | Writer | 16200.250 | 0 | 7 | 11 | 3 | 6 | 1 | 10.90 | 0.0 | Good | 560.52 | 33.692689 | No | 30.750519 | 192.541161 | Low_spent_Small_value_payments | 222.110403 | Standard | 272 |
52 | Doctor | 55336.940 | 5 | 5 | 18 | 1 | 26 | 17 | 11.63 | 3.0 | Standard | 1170.84 | 24.548346 | Yes | 34.461986 | 172.350529 | High_spent_Medium_value_payments | 488.528652 | Standard | 321 |
55 | Engineer | 43983.520 | 0 | 5 | 5 | 4 | 6 | 0 | 3.22 | 2.0 | Good | 690.43 | 29.611820 | No | 139.272441 | 41.084899 | High_spent_Large_value_payments | 431.871993 | Good | 210 |
30 | Musician | 38323.070 | 5 | 4 | 4 | 1 | 3 | 0 | 3.75 | 1.0 | Good | 1487.87 | 31.975596 | No | 27.839675 | 294.908693 | Low_spent_Medium_value_payments | 291.510549 | Standard | 253 |
38 | Lawyer | 41015.550 | 0 | 4 | 4 | 1 | 9 | 2 | 1.58 | 2.0 | Good | 599.40 | 31.356267 | No | 25.671257 | 0.000000 | Low_spent_Small_value_payments | 214.614934 | Standard | 306 |
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