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ID | Описание | Дата |
---|---|---|
39807ffb-3904-4faf-9492-1b26a898c608 | maximize B2C platforms | 2009-03-01 |
7c25a241-c307-49ad-b3fd-3ff33c488c58 | engage strategic technologies | 2017-07-16 |
e231d174-7379-4228-8455-2ab5f87e3e6e | facilitate rich solutions | 1994-06-07 |
960ee6eb-d205-4989-ac82-99b7d51e1114 | utilize turn-key action-items | 1980-06-17 |
928991cf-4c43-4a03-81bb-1f5c491195ed | streamline leading-edge markets | 1998-03-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Doctor | 69933.980 | 8 | 7 | 5 | 2 | 7 | 10 | 8.11 | 2.0 | Standard | 1446.37 | 28.926777 | Yes | 86.401158 | 71.400548 | High_spent_Medium_value_payments | 648.381461 | Standard | 219 |
34 | Scientist | 101462.640 | 4 | 3 | 8 | 2 | 26 | 20 | 15.84 | 8.0 | Standard | 251.39 | 30.579757 | Yes | 113.900936 | 228.430493 | High_spent_Small_value_payments | 780.990571 | Poor | 182 |
51 | Lawyer | 20871.240 | 3 | 5 | 6 | 0 | 12 | 11 | 2.95 | 0.0 | Good | 364.42 | 37.078336 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 386.612061 | Good | 183 |
21 | Media_Manager | 51477.800 | 3 | 5 | 8 | 2 | 16 | 0 | 15.84 | 7.0 | Standard | 478.17 | 37.588481 | Yes | 67.797719 | 227.917888 | Low_spent_Medium_value_payments | 397.366060 | Standard | 215 |
29 | Scientist | 69082.120 | 3 | 3 | 33 | 3 | 11 | 13 | 16.08 | 6.0 | Standard | 1467.48 | 25.191673 | Yes | 119.461755 | 133.550832 | High_spent_Small_value_payments | 563.771747 | Standard | 130 |
21 | Engineer | 132180.240 | 5 | 7 | 8 | 2 | 5 | 2 | 4.52 | 7.0 | Good | 747.86 | 41.140303 | No | 155.161834 | 76.585208 | High_spent_Large_value_payments | 1120.154958 | Poor | 394 |
46 | Entrepreneur | 20393.220 | 7 | 7 | 12 | 7 | 26 | 7 | 13.03 | 7.0 | Standard | 10.52 | 27.300777 | Yes | 99.812502 | 186.928658 | Low_spent_Medium_value_payments | 173.602340 | Standard | 162 |
33 | Doctor | 18514.195 | 0 | 4 | 8 | 2 | 4 | 2 | 5.23 | 3.0 | Good | 62.75 | 34.570456 | No | 20.050474 | 38.927811 | High_spent_Medium_value_payments | 362.406674 | Standard | 396 |
21 | Writer | 7830.030 | 8 | 7 | 30 | 5 | 39 | 23 | 0.92 | 8.0 | Bad | 1255.57 | 31.664899 | NM | 31.593600 | 33.157189 | Low_spent_Small_value_payments | 302.799461 | Poor | 66 |
48 | Mechanic | 136150.600 | 1 | 5 | 9 | 3 | 11 | 0 | 10.72 | 3.0 | Good | 260.29 | 29.625807 | No | 177.654072 | 639.700579 | Low_spent_Small_value_payments | 585.433682 | Good | 323 |
34 | Musician | 39912.020 | 6 | 7 | 11 | 0 | 17 | 12 | 11.86 | 1.0 | Standard | 780.21 | 35.477578 | NM | 0.000000 | 38.614200 | High_spent_Large_value_payments | 545.385967 | Standard | 364 |
20 | Lawyer | 35699.530 | 6 | 5 | 13 | 0 | 27 | 16 | 4.23 | 5.0 | Standard | 397.35 | 24.879421 | Yes | 0.000000 | 84.963659 | High_spent_Medium_value_payments | 451.532425 | Standard | 370 |
44 | Developer | 20974.050 | 7 | 8 | 27 | 6 | 38 | 0 | 14.54 | 12.0 | Standard | 1460.23 | 30.381226 | Yes | 83.763247 | 80.053991 | Low_spent_Small_value_payments | 317.666513 | Poor | 155 |
27 | Media_Manager | 88412.010 | 1 | 4 | 11 | 3 | 23 | 8 | 0.55 | 5.0 | Good | 957.82 | 39.388060 | No | 199.492976 | 134.468008 | High_spent_Large_value_payments | 655.605766 | Poor | 370 |
50 | Developer | 30373.350 | 3 | 5 | 4 | 3 | 9 | 9 | 11.51 | 1.0 | Good | 791.40 | 35.452490 | No | 55.614250 | 91.008214 | Low_spent_Small_value_payments | 392.888786 | Standard | 0 |
21 | Journalist | 25527.320 | 3 | 5 | 6 | 0 | 23 | 16 | 3.50 | 3.0 | Standard | 906.11 | 38.281670 | No | 0.000000 | 79.777348 | High_spent_Small_value_payments | 373.950319 | Standard | 203 |
20 | Teacher | 39145.960 | 7 | 7 | 19 | 2 | 16 | 12 | 7.63 | 4.0 | Standard | 1004.26 | 38.556812 | No | 52.997101 | 284.421682 | Low_spent_Medium_value_payments | 288.297550 | Standard | 264 |
43 | Teacher | 61627.000 | 1 | 6 | 2 | 1 | 18 | 8 | 7.35 | 2.0 | Good | 1485.87 | 25.188901 | No | 35.077963 | 344.685652 | Low_spent_Small_value_payments | 396.594718 | Poor | 241 |
34 | Accountant | 10702.830 | 3 | 5 | 17 | 6 | 22 | 10 | 17.58 | 7.0 | Standard | 140.29 | 32.220691 | Yes | 52.088562 | 51.305885 | Low_spent_Small_value_payments | 297.495803 | Poor | 167 |
28 | Engineer | 177947.280 | 2 | 7 | 2 | 0 | 12 | 2 | 8.17 | 3.0 | Good | 1284.40 | 31.425112 | No | 0.000000 | 1646.388176 | Low_spent_Small_value_payments | 153.805824 | Good | 367 |
42 | Scientist | 81506.320 | 7 | 4 | 7 | 2 | 9 | 19 | 11.02 | 5.0 | Standard | 933.67 | 34.996139 | Yes | 92.506250 | 80.624241 | High_spent_Large_value_payments | 768.088843 | Standard | 112 |
51 | Lawyer | 23012.430 | 7 | 6 | 10 | 1 | 17 | 17 | 0.81 | 2.0 | Standard | 351.41 | 39.213154 | No | 13.815227 | 72.214492 | High_spent_Medium_value_payments | 342.140532 | Standard | 185 |
28 | Engineer | 78056.040 | 7 | 5 | 17 | 1 | 18 | 14 | 17.60 | 8.0 | Standard | 248.71 | 43.468739 | Yes | 44.088374 | 162.430069 | High_spent_Large_value_payments | 671.948557 | Standard | 222 |
33 | Architect | 17131.345 | 7 | 5 | 14 | 5 | 23 | 20 | 15.48 | 12.0 | Standard | 429.69 | 32.483087 | Yes | 61.374702 | 50.011198 | High_spent_Medium_value_payments | 295.575309 | Standard | 209 |
28 | Accountant | 88957.380 | 4 | 4 | 5 | 1 | 19 | 18 | 11.52 | 0.0 | Standard | 1008.30 | 35.411454 | No | 45.869398 | 492.110882 | Low_spent_Medium_value_payments | 485.331220 | Standard | 270 |
54 | Writer | 15617.350 | 0 | 2 | 1 | 3 | 7 | 3 | 0.57 | 2.0 | Good | 258.68 | 39.313023 | No | 26.450468 | 154.336105 | Low_spent_Medium_value_payments | 257.158011 | Good | 296 |
55 | Journalist | 18524.520 | 2 | 3 | 8 | 0 | 14 | 5 | 5.58 | 3.0 | Good | 865.36 | 25.665527 | NM | 0.000000 | 96.336199 | High_spent_Small_value_payments | 337.634801 | Standard | 332 |
38 | Accountant | 12768.940 | 8 | 5 | 15 | 1 | 12 | 9 | 6.37 | 4.0 | Standard | 487.17 | 31.388618 | Yes | 5.351086 | 39.627666 | Low_spent_Medium_value_payments | 342.929081 | Standard | 399 |
24 | Journalist | 32486.640 | 5 | 5 | 8 | 3 | 17 | 0 | 9.00 | 10.0 | Standard | 242.96 | 24.503276 | Yes | 51.096972 | 141.145354 | Low_spent_Small_value_payments | 347.479674 | Standard | 218 |
48 | Media_Manager | 100971.600 | 2 | 6 | 7 | 1 | 12 | 2 | 4.00 | 2.0 | Good | 1138.38 | 28.398421 | No | 48.697558 | 274.625511 | High_spent_Medium_value_payments | 755.306931 | Standard | 203 |
53 | Writer | 15767.215 | 5 | 3 | 20 | 0 | 10 | 18 | 4.28 | 5.0 | Standard | 1012.39 | 36.124223 | Yes | 0.000000 | 159.151116 | Low_spent_Small_value_payments | 271.742342 | Standard | 314 |
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