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ID | Описание | Дата |
---|---|---|
e49a5b97-aa21-4553-8bf5-b56fe947bf67 | e-enable scalable networks | 2007-10-20 |
3494ef65-9020-4ddf-8f13-fa26639ff2be | aggregate out-of-the-box channels | 2020-10-10 |
2cd38684-4ce2-4892-87d6-629e26d9e1e5 | iterate mission-critical supply-chains | 1997-03-16 |
2bb29421-49f1-4c3b-af9a-da26da520248 | innovate bleeding-edge channels | 1983-01-15 |
eb89c2fd-995f-4f23-9910-406481c4f5ba | engage transparent e-services | 2019-05-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Architect | 72252.360 | 5 | 3 | 12 | 4 | 22 | 17 | 11.10 | 4.0 | Standard | 51.39 | 37.509930 | No | 127.150302 | 580.037869 | Low_spent_Medium_value_payments | 178.714829 | Standard | 302 |
54 | Journalist | 28087.160 | 3 | 2 | 11 | 1 | 14 | 5 | 10.68 | 4.0 | Good | 1447.48 | 27.246947 | No | 19.584769 | 177.842288 | Low_spent_Large_value_payments | 324.032609 | Good | 359 |
45 | Media_Manager | 76208.520 | 5 | 7 | 13 | 1 | 15 | 14 | 8.22 | 3.0 | Standard | 1068.66 | 24.507969 | Yes | 35.835402 | 402.754757 | Low_spent_Large_value_payments | 474.580841 | Standard | 266 |
30 | Journalist | 15201.005 | 0 | 4 | 8 | 2 | 12 | 8 | 4.12 | 3.0 | Good | 1078.95 | 26.362118 | No | 23.344342 | 96.598053 | Low_spent_Large_value_payments | 295.832647 | Standard | 326 |
44 | Teacher | 21759.540 | 3 | 4 | 11 | 1 | 17 | 16 | 9.10 | 2.0 | Standard | 1218.27 | 34.791822 | No | 10.444344 | 143.596692 | Low_spent_Large_value_payments | 285.288464 | Poor | 287 |
40 | Entrepreneur | 76374.930 | 8 | 7 | 12 | 2 | 26 | 10 | 3.80 | 3.0 | Standard | 1060.80 | 32.604418 | No | 66.720405 | 128.139751 | High_spent_Large_value_payments | 672.397594 | Standard | 353 |
30 | Teacher | 32795.940 | 3 | 5 | 1 | 3 | 11 | 9 | 0.57 | 3.0 | Good | 725.14 | 37.220836 | No | 55.291882 | 70.836329 | High_spent_Large_value_payments | 406.871289 | Good | 276 |
33 | Teacher | 28108.170 | 2 | 3 | 18 | 4 | 30 | 14 | 12.90 | 7.0 | Standard | 597.44 | 35.090861 | Yes | 57.181988 | 50.909933 | High_spent_Large_value_payments | 391.042829 | Standard | 177 |
29 | Lawyer | 120889.620 | 3 | 6 | 7 | 0 | 25 | 1 | 7.97 | 3.0 | Good | 1204.98 | 30.735045 | No | 0.000000 | 134.774605 | High_spent_Large_value_payments | 1115.238895 | Poor | 246 |
49 | Writer | 158871.120 | 0 | 4 | 8 | 1 | 8 | 2 | 1.17 | 4.0 | Good | 576.48 | 39.367225 | No | 86.905860 | 746.805985 | Low_spent_Medium_value_payments | 742.514154 | Standard | 228 |
38 | Media_Manager | 29588.180 | 3 | 4 | 1 | 3 | 9 | 7 | 0.73 | 0.0 | Good | 193.06 | 26.200246 | No | 61.709502 | 146.860757 | High_spent_Small_value_payments | 279.597908 | Standard | 244 |
38 | Scientist | 119902.400 | 5 | 4 | 11 | 1 | 4 | 4 | 0.82 | 0.0 | Good | 1037.85 | 37.337975 | NM | 93.336783 | 300.373905 | High_spent_Small_value_payments | 886.575978 | Poor | 367 |
28 | Lawyer | 15648.785 | 1 | 6 | 2 | 4 | 1 | 10 | 5.99 | 2.0 | Good | 133.99 | 26.319724 | No | 40.582582 | 104.713729 | Low_spent_Medium_value_payments | 257.710230 | Poor | 229 |
39 | Manager | 36238.860 | 8 | 7 | 11 | 3 | 15 | 15 | 7.18 | 9.0 | Good | 1166.64 | 30.142361 | No | 60.773914 | 194.588921 | High_spent_Small_value_payments | 314.227665 | Standard | 273 |
45 | Entrepreneur | 63306.540 | 4 | 5 | 19 | 3 | 14 | 9 | 1.09 | 2.0 | Standard | 1203.19 | 31.242607 | No | 85.611125 | 79.260419 | High_spent_Large_value_payments | 601.182956 | Standard | 334 |
23 | Scientist | 138395.000 | 4 | 5 | 15 | 1 | 5 | 16 | 14.38 | 8.0 | Standard | 596.86 | 27.091563 | NM | 103.568359 | 0.000000 | High_spent_Medium_value_payments | 859.495636 | Standard | 89 |
44 | Doctor | 71015.070 | 7 | 7 | 8 | 4 | 5 | 11 | 10.16 | 4.0 | Standard | 1244.36 | 26.794413 | Yes | 139.278364 | 0.000000 | High_spent_Medium_value_payments | 627.376221 | Standard | 348 |
26 | Mechanic | 12975.960 | 8 | 5 | 16 | 1 | 19 | 12 | 2.93 | 4.0 | Standard | 531.08 | 29.803769 | No | 5.766276 | 67.677832 | Low_spent_Small_value_payments | 320.188892 | Standard | 314 |
40 | Manager | 56313.960 | 4 | 5 | 8 | 2 | 9 | 0 | 7.88 | 1.0 | Good | 1333.22 | 30.450543 | No | 75.002217 | 373.553682 | Low_spent_Small_value_payments | 327.527101 | Good | 0 |
19 | Journalist | 23265.780 | 7 | 4 | 16 | 2 | 1 | 8 | 11.24 | 0.0 | Standard | 1092.14 | 27.865787 | Yes | 28.838541 | 253.121511 | Low_spent_Small_value_payments | 218.421449 | Standard | 216 |
21 | Engineer | 35295.070 | 1 | 6 | 7 | 4 | 10 | 6 | 4.57 | 4.0 | Good | 1088.70 | 30.686065 | No | 112.620776 | 209.708246 | Low_spent_Large_value_payments | 215.196562 | Standard | 0 |
46 | Accountant | 103316.760 | 4 | 4 | 4 | 3 | 21 | 3 | 11.58 | 1.0 | Good | 609.13 | 39.711068 | No | 198.939566 | 170.073468 | High_spent_Large_value_payments | 718.359966 | Standard | 237 |
51 | Entrepreneur | 31151.460 | 0 | 3 | 9 | 3 | 7 | 6 | 7.47 | 5.0 | Good | 62.17 | 34.022329 | No | 42.494853 | 93.252916 | Low_spent_Small_value_payments | 402.247731 | Standard | 190 |
27 | Architect | 10667.730 | 7 | 6 | 18 | 2 | 14 | 9 | 14.32 | 2.0 | Standard | 556.11 | 22.453506 | Yes | 16.305810 | 50.840619 | Low_spent_Small_value_payments | 325.651322 | Standard | 300 |
21 | Developer | 25428.700 | 5 | 4 | 15 | 6 | 6 | 21 | 11.78 | 7.0 | Standard | 1167.79 | 34.373999 | Yes | 85.088198 | 159.378018 | Low_spent_Medium_value_payments | 237.139618 | Standard | 146 |
40 | Developer | 60515.320 | 7 | 6 | 5 | 1 | 12 | 8 | 3.35 | 7.0 | Good | 1357.57 | 29.844044 | NM | 34.489545 | 662.893277 | Low_spent_Small_value_payments | 107.511512 | Good | 359 |
52 | Teacher | 143853.080 | 8 | 5 | 6 | 0 | 12 | 11 | 14.76 | 1.0 | Standard | 782.93 | 30.724084 | NM | 0.000000 | 272.149328 | High_spent_Large_value_payments | 1145.426339 | Standard | 212 |
54 | Manager | 11967.245 | 8 | 6 | 15 | 3 | 9 | 8 | 13.54 | 4.0 | Standard | 1301.16 | 27.425213 | Yes | 18.480988 | 65.791778 | Low_spent_Medium_value_payments | 268.354276 | Good | 241 |
22 | Entrepreneur | 93293.130 | 4 | 5 | 2 | 4 | 12 | 0 | 6.27 | 4.0 | Good | 1448.60 | 36.760499 | No | 156.212399 | 400.953779 | High_spent_Small_value_payments | 483.576572 | Good | 297 |
24 | Manager | 88346.480 | 4 | 3 | 18 | 1 | 12 | 13 | 18.31 | 0.0 | Standard | 1392.71 | 35.703629 | Yes | 46.659914 | 665.945364 | Low_spent_Medium_value_payments | 296.315389 | Standard | 276 |
36 | Engineer | 137672.120 | 6 | 7 | 7 | 2 | 19 | 10 | 18.20 | 7.0 | Standard | 43.56 | 39.668441 | Yes | 169.555315 | 224.762722 | High_spent_Large_value_payments | 1007.049630 | Standard | 371 |
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