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ID | Описание | Дата |
---|---|---|
739de145-64ad-4d2a-b7e9-711a1bf75f58 | productize viral e-markets | 2011-07-01 |
2f20b4c7-3574-4ce5-80cb-0b158563acd7 | mesh integrated markets | 1975-03-12 |
f7dc3cd4-bd4f-42e6-918c-70311faf565a | productize clicks-and-mortar users | 1998-08-19 |
c7d4a4c7-5e51-4d4e-acab-c725df9aaa9e | whiteboard efficient partnerships | 1986-12-08 |
ff694e21-4298-4263-a50d-fc7005decfaf | target turn-key synergies | 2006-02-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Architect | 26716.090 | 4 | 5 | 6 | 3 | 30 | 14 | 6.10 | 1.0 | Standard | 643.89 | 25.821855 | NM | 55.139933 | 55.202210 | High_spent_Small_value_payments | 386.891941 | Standard | 191 |
44 | Musician | 21484.035 | 5 | 3 | 8 | 3 | 30 | 11 | 1.08 | 4.0 | Good | 939.20 | 22.203665 | No | 33.155267 | 150.805367 | Low_spent_Small_value_payments | 313.372991 | Standard | 314 |
49 | Engineer | 33835.160 | 5 | 3 | 13 | 3 | 22 | 19 | 3.88 | 1.0 | Standard | 1353.86 | 23.095551 | No | 68.072978 | 303.824607 | Low_spent_Small_value_payments | 198.862081 | Standard | 333 |
30 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 22 | 12 | 11.89 | 4.0 | Standard | 843.67 | 32.701217 | Yes | 27.775905 | 85.743172 | Low_spent_Medium_value_payments | 292.789631 | Standard | 251 |
14 | Manager | 28312.790 | 3 | 3 | 5 | 3 | 29 | 9 | 16.57 | 5.0 | Standard | 365.77 | 26.526732 | Yes | 50.677357 | 0.000000 | High_spent_Small_value_payments | 377.606152 | Standard | 114 |
49 | Media_Manager | 60725.280 | 3 | 3 | 19 | 1 | 15 | 11 | 11.74 | 8.0 | Standard | 977.18 | 25.756851 | NM | 37.949095 | 135.806797 | Low_spent_Large_value_payments | 588.288108 | Standard | 229 |
42 | Writer | 28843.090 | 5 | 6 | 15 | 2 | 23 | 17 | 10.55 | 5.0 | Standard | 74.41 | 37.546976 | Yes | 25.783490 | 237.293028 | Low_spent_Small_value_payments | 266.382566 | Standard | 239 |
23 | Architect | 34791.080 | 6 | 6 | 9 | 3 | 18 | 19 | 13.83 | 1.0 | Standard | 1477.48 | 32.008306 | Yes | 85.546617 | 58.620526 | High_spent_Small_value_payments | 430.958524 | Standard | 346 |
45 | Teacher | 30592.380 | 6 | 7 | 8 | 0 | 11 | 19 | 0.58 | 2.0 | Standard | 1288.12 | 28.276588 | No | 0.000000 | 25.460757 | High_spent_Large_value_payments | 472.875743 | Standard | 228 |
31 | Lawyer | 50686.320 | 5 | 4 | 19 | 2 | 30 | 13 | 14.01 | 7.0 | Standard | 145.46 | 27.111706 | Yes | 61.686737 | 55.485175 | High_spent_Large_value_payments | 568.014088 | Standard | 112 |
19 | Manager | 40216.620 | 0 | 5 | 10 | 2 | 8 | 3 | 8.02 | 0.0 | Good | 323.03 | 37.246001 | No | 41.665473 | 163.610398 | Low_spent_Small_value_payments | 445.762629 | Standard | 320 |
47 | Musician | 84378.960 | 6 | 4 | 8 | 2 | 3 | 3 | 10.95 | 1.0 | Good | 37.11 | 26.439410 | No | 122.679779 | 81.562335 | High_spent_Medium_value_payments | 760.015887 | Poor | 292 |
43 | Accountant | 22224.030 | 8 | 5 | 20 | 4 | 23 | 16 | 17.50 | 8.0 | Standard | 1418.03 | 38.630789 | Yes | 56.924747 | 18.638973 | High_spent_Large_value_payments | 378.936530 | Standard | 88 |
38 | Architect | 30321.950 | 1 | 2 | 6 | 4 | 13 | 9 | 1.02 | 6.0 | Good | 305.09 | 23.458923 | No | 70.468490 | 88.173235 | Low_spent_Large_value_payments | 336.541192 | Good | 0 |
49 | Architect | 58366.220 | 5 | 5 | 1 | 1 | 13 | 19 | 1.37 | 3.0 | Good | 383.30 | 31.603391 | NM | 36.110277 | 148.354912 | High_spent_Small_value_payments | 579.719978 | Standard | 279 |
46 | Accountant | 37731.420 | 1 | 6 | 6 | 0 | 21 | 9 | 9.33 | 5.0 | Good | 1204.17 | 34.098480 | No | 0.000000 | 56.919846 | High_spent_Large_value_payments | 503.708654 | Poor | 242 |
18 | Accountant | 61281.600 | 7 | 7 | 11 | 4 | 18 | 14 | 17.13 | 7.0 | Standard | 1350.40 | 37.281349 | Yes | 197.610910 | 330.073247 | High_spent_Small_value_payments | 253.195843 | Good | 100 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 24 | 20 | 11.04 | 4.0 | Standard | 1472.05 | 27.927401 | Yes | 31.335362 | 136.636011 | Low_spent_Large_value_payments | 350.923794 | Standard | 385 |
48 | Entrepreneur | 38458.710 | 0 | 3 | 8 | 0 | 6 | 0 | 9.77 | 1.0 | Good | 855.44 | 32.269502 | No | 0.000000 | 124.955855 | High_spent_Medium_value_payments | 436.733395 | Poor | 392 |
18 | Engineer | 28681.950 | 5 | 7 | 6 | 2 | 22 | 15 | 15.05 | 6.0 | Standard | 1379.62 | 31.106718 | Yes | 45.014285 | 204.555605 | Low_spent_Small_value_payments | 271.246359 | Standard | 197 |
19 | Media_Manager | 78096.390 | 8 | 5 | 10 | 2 | 26 | 11 | 11.51 | 4.0 | Standard | 214.94 | 33.873634 | NM | 85.916916 | 205.771377 | High_spent_Medium_value_payments | 602.114957 | Standard | 233 |
34 | Writer | 33836.130 | 3 | 4 | 6 | 1 | 23 | 10 | 9.97 | 1.0 | Good | 736.71 | 34.898041 | No | 21.129140 | 280.877173 | Low_spent_Small_value_payments | 246.961437 | Poor | 267 |
42 | Lawyer | 98208.780 | 4 | 7 | 3 | 1 | 8 | 7 | 6.01 | 3.0 | Good | 1364.78 | 42.663870 | NM | 66.952542 | 95.379092 | High_spent_Large_value_payments | 908.974866 | Poor | 305 |
36 | Architect | 11840.105 | 7 | 4 | 20 | 2 | 7 | 13 | 19.25 | 2.0 | Standard | 1259.92 | 38.373674 | Yes | 10.135246 | 45.637148 | Low_spent_Small_value_payments | 310.595147 | Standard | 262 |
38 | Entrepreneur | 89446.380 | 4 | 5 | 4 | 3 | 11 | 4 | 11.76 | 7.0 | Good | 123.70 | 36.436129 | No | 198.471366 | 0.000000 | High_spent_Large_value_payments | 596.810746 | Good | 0 |
31 | Developer | 125285.320 | 8 | 3 | 19 | 2 | 24 | 12 | 7.85 | 4.0 | Standard | 1356.23 | 33.049865 | NM | 135.333993 | 106.352631 | High_spent_Large_value_payments | 1049.157710 | Standard | 133 |
31 | Entrepreneur | 40069.450 | 3 | 5 | 3 | 2 | 0 | 10 | 5.42 | 4.0 | Good | 25.16 | 32.111099 | No | 63.064806 | 133.353322 | High_spent_Medium_value_payments | 415.193955 | Good | 299 |
41 | Engineer | 11330.965 | 3 | 7 | 7 | 1 | 16 | 20 | 8.01 | 4.0 | Standard | 1154.16 | 23.482104 | No | 5.994046 | 111.186867 | Low_spent_Small_value_payments | 284.343795 | Standard | 0 |
27 | Journalist | 51796.840 | 6 | 7 | 18 | 0 | 8 | 20 | 7.54 | 5.0 | Standard | 387.90 | 29.397747 | Yes | 0.000000 | 581.525799 | Low_spent_Small_value_payments | 145.014534 | Standard | 387 |
40 | Scientist | 115494.200 | 1 | 3 | 9 | 2 | 8 | 3 | 8.78 | 0.0 | Good | 1335.24 | 29.978306 | No | 106.577978 | 1124.586607 | Low_spent_Small_value_payments | 5.387082 | Good | 297 |
46 | Lawyer | 30302.970 | 3 | 5 | 9 | 0 | 9 | 0 | 0.00 | 0.0 | Standard | 333.31 | 37.972693 | Yes | 0.000000 | 36.986427 | High_spent_Medium_value_payments | 475.138323 | Good | 320 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 17 | 8 | 5.00 | 4.0 | Standard | 68.06 | 33.376005 | No | 23.498319 | 126.461426 | High_spent_Small_value_payments | 297.970088 | Standard | 284 |
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