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ID | Описание | Дата |
---|---|---|
a9640b71-0f71-4e19-a429-6ecaaecce56c | drive granular web services | 1978-06-15 |
a03c1a7c-cf42-48be-9c48-71beb4717dbb | optimize wireless schemas | 2017-08-06 |
481bda8e-e8c2-4108-89e4-d427cb147ec7 | repurpose back-end relationships | 1998-07-09 |
8bff2d42-ae80-43a3-959c-0604d4bd269b | grow compelling models | 2003-01-19 |
9b0578a0-15f9-4ebc-bfb2-c595ab2d820d | iterate seamless action-items | 1989-07-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | Journalist | 7512.225 | 7 | 7 | 14 | 5 | 2 | 15 | 11.87 | 9.0 | Standard | 540.07 | 37.384459 | Yes | 20.686108 | 35.662730 | High_spent_Small_value_payments | 254.953038 | Standard | 103 |
41 | Accountant | 14535.105 | 1 | 7 | 3 | 2 | 15 | 11 | 6.63 | 0.0 | Good | 70.66 | 35.149850 | No | 15.775027 | 48.140627 | Low_spent_Small_value_payments | 360.610222 | Standard | 302 |
53 | Scientist | 85875.800 | 1 | 5 | 4 | 2 | 6 | 3 | 5.77 | 3.0 | Good | 651.09 | 39.008265 | NM | 110.587362 | 464.088078 | Low_spent_Medium_value_payments | 430.956227 | Standard | 276 |
22 | Engineer | 7415.080 | 5 | 6 | 14 | 6 | 11 | 8 | 11.06 | 9.0 | Standard | 583.56 | 35.064674 | Yes | 27.010805 | 24.452863 | Low_spent_Medium_value_payments | 310.128665 | Standard | 193 |
49 | Writer | 41235.330 | 3 | 3 | 1 | 3 | 11 | 3 | 5.93 | 2.0 | Good | 734.69 | 37.160565 | No | 78.374187 | 300.436136 | Low_spent_Large_value_payments | 229.617427 | Standard | 204 |
19 | Journalist | 22171.890 | 3 | 4 | 6 | 3 | 17 | 14 | 8.74 | 4.0 | Standard | 1165.64 | 36.247039 | NM | 51.948681 | 37.952013 | High_spent_Medium_value_payments | 337.865056 | Standard | 261 |
27 | Architect | 103351.800 | 3 | 7 | 8 | 2 | 12 | 8 | 10.03 | 8.0 | Standard | 1246.62 | 27.235250 | Yes | 140.858236 | 119.114271 | High_spent_Large_value_payments | 826.592493 | Poor | 102 |
48 | Teacher | 33153.690 | 4 | 5 | 1 | 1 | 4 | 0 | 8.37 | 1.0 | Good | 565.94 | 28.151736 | No | 20.518215 | 60.830463 | High_spent_Large_value_payments | 459.532072 | Good | 311 |
42 | Teacher | 126530.400 | 1 | 5 | 5 | 2 | 15 | 0 | 3.54 | 8.0 | Good | 953.26 | 29.996773 | NM | 140.492402 | 124.124142 | High_spent_Medium_value_payments | 1038.903456 | Good | 337 |
20 | Entrepreneur | 28287.180 | 4 | 4 | 2 | 1 | 3 | 9 | 13.87 | 0.0 | Good | 1010.16 | 34.617481 | No | 15.159224 | 38.233296 | High_spent_Medium_value_payments | 420.233981 | Good | 0 |
50 | Media_Manager | 103695.120 | 3 | 4 | 11 | 0 | 9 | 8 | 11.81 | 4.0 | Standard | 939.25 | 34.558789 | No | 0.000000 | 454.694168 | High_spent_Small_value_payments | 639.531832 | Standard | 228 |
42 | Architect | 118636.880 | 8 | 6 | 9 | 1 | 18 | 16 | 11.94 | 4.0 | Standard | 1097.71 | 42.864989 | NM | 86.542931 | 98.455419 | High_spent_Large_value_payments | 1041.542317 | Poor | 248 |
25 | Entrepreneur | 12302.195 | 7 | 7 | 7 | 0 | 14 | 18 | 5.54 | 1.0 | Standard | 419.95 | 25.582474 | No | 0.000000 | 13.871550 | High_spent_Large_value_payments | 308.346742 | Good | 243 |
40 | Manager | 43826.510 | 2 | 6 | 12 | 4 | 8 | 2 | 14.90 | 0.0 | Good | 482.57 | 28.936600 | No | 130.442495 | 296.520693 | Low_spent_Medium_value_payments | 211.457729 | Good | 248 |
32 | Entrepreneur | 42250.770 | 0 | 4 | 3 | 0 | 14 | 1 | 9.69 | 0.0 | Good | 1056.56 | 37.765462 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 372.667598 | Standard | 190 |
49 | Engineer | 31653.010 | 2 | 6 | 9 | 2 | 5 | 0 | 9.20 | 6.0 | Good | 1250.90 | 30.351464 | No | 27.111029 | 55.138133 | High_spent_Large_value_payments | 405.625922 | Poor | 286 |
34 | Teacher | 37482.980 | 5 | 6 | 6 | 1 | 3 | 12 | 8.73 | 0.0 | Good | 1433.89 | 36.274010 | No | 29.675476 | 64.386273 | High_spent_Medium_value_payments | 495.896417 | Standard | 283 |
45 | Scientist | 32394.770 | 6 | 4 | 8 | 4 | 26 | 22 | 7.14 | 6.0 | Standard | 475.41 | 31.973779 | No | 86.042393 | 219.877747 | Low_spent_Small_value_payments | 245.536277 | Standard | 219 |
37 | Scientist | 60537.180 | 7 | 4 | 6 | 2 | 19 | 18 | 11.93 | 2.0 | Standard | 393.50 | 32.619466 | Yes | 99.211255 | 332.168662 | Low_spent_Small_value_payments | 376.896583 | Standard | 375 |
36 | Teacher | 22413.530 | 6 | 6 | 16 | 4 | 27 | 14 | 0.80 | 1.0 | Standard | 25.62 | 27.571068 | No | 40.046141 | 0.000000 | High_spent_Medium_value_payments | 335.044576 | Good | 290 |
19 | Journalist | 40626.050 | 1 | 4 | 4 | 3 | 14 | 8 | 10.56 | 2.0 | Good | 74.14 | 23.955875 | NM | 53.881194 | 0.000000 | Low_spent_Small_value_payments | 182.931662 | Standard | 208 |
34 | Architect | 29902.720 | 4 | 7 | 8 | 2 | 21 | 12 | 17.84 | 4.0 | Standard | 1044.88 | 34.752699 | Yes | 43.672503 | 128.562422 | High_spent_Small_value_payments | 355.454409 | Standard | 0 |
34 | Teacher | 35822.340 | 0 | 2 | 3 | 3 | 7 | 0 | 10.26 | 0.0 | Good | 419.31 | 32.810984 | No | 76.384490 | 301.273889 | Low_spent_Small_value_payments | 211.861122 | Standard | 0 |
29 | Lawyer | 176956.600 | 3 | 5 | 4 | 1 | 2 | 10 | 9.77 | 0.0 | Good | 116.94 | 46.130367 | No | 82.561966 | 218.089902 | High_spent_Large_value_payments | 1427.386466 | Standard | 359 |
22 | Lawyer | 88290.450 | 4 | 7 | 12 | 1 | 15 | 17 | 1.88 | 1.0 | Standard | 412.40 | 42.928458 | No | 56.615383 | 202.502963 | High_spent_Medium_value_payments | 723.235404 | Standard | 227 |
35 | Mechanic | 33946.770 | 4 | 3 | 11 | 1 | 20 | 12 | 8.90 | 3.0 | Standard | 869.96 | 27.811703 | No | 20.889069 | 0.000000 | High_spent_Medium_value_payments | 448.114452 | Standard | 195 |
39 | Doctor | 10774.095 | 3 | 6 | 19 | 2 | 6 | 17 | 10.65 | 5.0 | Standard | 563.69 | 36.415151 | Yes | 16.738324 | 138.218629 | Low_spent_Small_value_payments | 242.627173 | Standard | 200 |
22 | Engineer | 20981.460 | 5 | 5 | 6 | 4 | 9 | 7 | 15.02 | 2.0 | Standard | 793.39 | 35.124621 | Yes | 37.328956 | 196.097670 | Low_spent_Small_value_payments | 217.718874 | Standard | 212 |
27 | Writer | 120696.880 | 8 | 5 | 7 | 0 | 14 | 8 | 8.91 | 7.0 | Good | 489.04 | 35.919234 | No | 0.000000 | 121.485365 | High_spent_Large_value_payments | 1151.621968 | Good | 277 |
29 | Engineer | 75654.810 | 7 | 6 | 12 | 1 | 10 | 15 | 11.40 | 2.0 | Standard | 1063.69 | 25.574671 | Yes | 43.037857 | 522.891701 | Low_spent_Large_value_payments | 315.427191 | Standard | 254 |
25 | Engineer | 26463.440 | 3 | 4 | 16 | 2 | 9 | 9 | 13.75 | 3.0 | Standard | 931.37 | 32.302219 | Yes | 31.199115 | 116.706382 | Low_spent_Large_value_payments | 356.223170 | Standard | 0 |
40 | Accountant | 72936.680 | 0 | 2 | 12 | 1 | 0 | 9 | 11.47 | 0.0 | Good | 827.89 | 37.722642 | No | 51.672175 | 261.814820 | Low_spent_Small_value_payments | 556.518672 | Good | 0 |
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