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ID | Описание | Дата |
---|---|---|
bc691960-e611-4b23-a27a-93159ca10252 | revolutionize e-business interfaces | 1974-01-04 |
d55a6b87-90ad-443b-9568-0b2f22d355fd | reinvent enterprise interfaces | 1976-12-17 |
bae5e124-50e5-4d92-ae83-5a620ee796c3 | embrace B2C synergies | 1972-12-07 |
ed4f1d61-f457-4d35-8575-d4e8369d47e4 | re-contextualize dynamic eyeballs | 1989-03-19 |
60741270-7c04-4660-a946-3b6c8a82689b | expedite front-end interfaces | 1971-08-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Architect | 108223.620 | 5 | 6 | 7 | 2 | 9 | 12 | 11.53 | 3.0 | Standard | 977.19 | 31.202784 | Yes | 127.929214 | 159.772203 | High_spent_Large_value_payments | 829.862084 | Standard | 324 |
25 | Teacher | 142152.480 | 6 | 7 | 19 | 0 | 13 | 13 | 11.91 | 1.0 | Standard | 185.70 | 25.351828 | Yes | 0.000000 | 1436.511043 | Low_spent_Small_value_payments | 42.892957 | Good | 194 |
25 | Accountant | 98917.230 | 1 | 4 | 1 | 2 | 3 | 3 | 7.92 | 2.0 | Good | 738.81 | 24.178474 | No | 115.531325 | 759.051419 | Low_spent_Large_value_payments | 246.727506 | Standard | 185 |
42 | Accountant | 68266.300 | 7 | 4 | 10 | 3 | 25 | 9 | 8.32 | 2.0 | Good | 1145.17 | 34.251159 | No | 124.053390 | 578.740541 | Low_spent_Small_value_payments | 128.991903 | Standard | 359 |
41 | Scientist | 37840.480 | 3 | 3 | 12 | 1 | 4 | 0 | 4.46 | 1.0 | Good | 120.49 | 25.858710 | No | 27.677496 | 222.317952 | Low_spent_Medium_value_payments | 373.541885 | Standard | 205 |
20 | Journalist | 32102.600 | 3 | 7 | 10 | 0 | 13 | 13 | 11.36 | 4.0 | Standard | 1210.25 | 34.549688 | Yes | 0.000000 | 108.929909 | High_spent_Medium_value_payments | 436.891757 | Standard | 225 |
39 | Architect | 38365.210 | 4 | 4 | 5 | 2 | 6 | 11 | 4.16 | 5.0 | Good | 121.17 | 38.427996 | No | 35.007025 | 191.873663 | Low_spent_Large_value_payments | 368.929395 | Good | 350 |
54 | Developer | 13966.770 | 3 | 7 | 3 | 3 | 4 | 0 | 7.44 | 3.0 | Good | 412.48 | 23.831562 | NM | 32.851920 | 44.834514 | Low_spent_Small_value_payments | 316.103317 | Standard | 344 |
30 | Architect | 117680.840 | 5 | 5 | 10 | 2 | 25 | 17 | 15.32 | 0.0 | Standard | 240.52 | 42.962481 | Yes | 183.452587 | 113.888854 | High_spent_Large_value_payments | 948.432226 | Standard | 215 |
43 | Musician | 21265.790 | 6 | 6 | 5 | 2 | 28 | 12 | 0.00 | 2.0 | Standard | 515.14 | 36.698812 | Yes | 19.353362 | 49.555616 | High_spent_Medium_value_payments | 384.605938 | Standard | 250 |
41 | Lawyer | 15636.605 | 8 | 7 | 3 | 4 | 32 | 11 | 1.75 | 4.0 | Standard | 592.29 | 38.363869 | No | 43.516348 | 40.665559 | High_spent_Large_value_payments | 313.323135 | Standard | 402 |
46 | Architect | 31329.830 | 5 | 3 | 6 | 0 | 15 | 19 | 5.25 | 4.0 | Good | 628.91 | 35.437148 | NM | 0.000000 | 68.625624 | Low_spent_Large_value_payments | 461.256293 | Good | 0 |
49 | Engineer | 28074.060 | 1 | 6 | 1 | 1 | 3 | 5 | 4.98 | 0.0 | Good | 577.79 | 32.876376 | No | 15.500163 | 46.642953 | High_spent_Medium_value_payments | 401.807384 | Good | 380 |
45 | Doctor | 9654.910 | 6 | 3 | 15 | 2 | 28 | 12 | 8.23 | 11.0 | Standard | 968.34 | 39.009756 | Yes | 11.633283 | 22.340142 | High_spent_Large_value_payments | 311.384158 | Standard | 235 |
53 | Journalist | 36849.910 | 4 | 6 | 4 | 3 | 7 | 2 | 8.57 | 4.0 | Good | 660.89 | 31.264610 | No | 68.451146 | 187.331950 | High_spent_Small_value_payments | 339.799488 | Standard | 0 |
25 | Scientist | 28352.240 | 4 | 4 | 7 | 3 | 4 | 0 | 9.02 | 0.0 | Good | 1085.70 | 23.101989 | No | 46.390730 | 101.715248 | Low_spent_Small_value_payments | 380.462689 | Standard | 202 |
39 | Journalist | 19426.810 | 7 | 6 | 19 | 4 | 16 | 16 | 10.28 | 7.0 | Standard | 658.69 | 40.486433 | Yes | 54.997198 | 16.076352 | High_spent_Medium_value_payments | 318.716534 | Standard | 248 |
28 | Entrepreneur | 87416.520 | 2 | 7 | 6 | 3 | 4 | 3 | 6.67 | 3.0 | Good | 814.52 | 25.653010 | NM | 151.856798 | 238.295074 | High_spent_Medium_value_payments | 563.619128 | Standard | 217 |
18 | Musician | 24675.860 | 4 | 4 | 9 | 1 | 10 | 8 | 5.08 | 0.0 | Good | 370.20 | 37.094078 | No | 12.436804 | 114.541296 | High_spent_Small_value_payments | 345.654066 | Good | 345 |
25 | Developer | 28835.680 | 2 | 5 | 8 | 4 | 16 | 0 | 1.87 | 5.0 | Good | 1068.87 | 26.698919 | No | 75.647231 | 96.888242 | Low_spent_Large_value_payments | 334.861860 | Standard | 339 |
54 | Teacher | 26175.520 | 8 | 6 | 6 | 2 | 19 | 11 | 4.32 | 0.0 | Good | 359.67 | 30.431221 | No | 26.839284 | 259.525009 | Low_spent_Small_value_payments | 202.165040 | Good | 302 |
23 | Manager | 46301.960 | 8 | 6 | 1 | 2 | 18 | 9 | 1.86 | 5.0 | Standard | 1288.02 | 24.325964 | No | 70.973680 | 415.087287 | Low_spent_Small_value_payments | 171.988700 | Standard | 0 |
44 | Engineer | 28805.890 | 2 | 6 | 10 | 0 | 13 | 3 | 11.61 | 4.0 | Good | 1124.97 | 31.630694 | No | 0.000000 | 90.188144 | High_spent_Small_value_payments | 420.560939 | Standard | 215 |
54 | Scientist | 114128.440 | 7 | 4 | 10 | 2 | 18 | 12 | 1.37 | 2.0 | Standard | 951.72 | 29.816984 | Yes | 164.958618 | 178.710758 | High_spent_Medium_value_payments | 880.700957 | Standard | 210 |
19 | Doctor | 14596798.000 | 8 | 4 | 8 | 4 | 30 | 18 | 10.75 | 4.0 | Standard | 611.99 | 23.974026 | Yes | 96.220995 | 245.653464 | Low_spent_Small_value_payments | 236.965041 | Standard | 75 |
29 | Entrepreneur | 122725.480 | 0 | 5 | 1 | 1 | 12 | 6 | 5.93 | 0.0 | Good | 1080.92 | 32.914602 | No | 79.274351 | 189.116540 | High_spent_Large_value_payments | 977.521442 | Standard | 397 |
51 | Journalist | 26779.900 | 7 | 4 | 12 | 4 | 28 | 14 | 7.36 | 6.0 | Good | 680.39 | 39.922570 | No | 56.035540 | 50.676154 | High_spent_Large_value_payments | 331.954140 | Good | 0 |
22 | Teacher | 23917742.000 | 0 | 3 | 5 | 4 | 15 | 12 | 8.89 | 0.0 | Good | 1028.85 | 38.913458 | No | 67.597274 | 246.042210 | Low_spent_Small_value_payments | 244.265349 | Standard | 281 |
34 | Developer | 36539.180 | 2 | 5 | 11 | 0 | 10 | 1 | 5.32 | 1.0 | Good | 15.03 | 38.410839 | No | 0.000000 | 221.128933 | Low_spent_Small_value_payments | 395.064234 | Good | 212 |
39 | Journalist | 15319.520 | 1 | 7 | 5 | 3 | 14 | 12 | 5.00 | 6.0 | Good | 208.96 | 30.539675 | No | 29.878416 | 34.537735 | High_spent_Medium_value_payments | 337.046516 | Good | 292 |
33 | Teacher | 32430.340 | 3 | 4 | 14 | 3 | 27 | 13 | 12.42 | 5.0 | Standard | 589.18 | 39.937589 | Yes | 65.208497 | 26.444917 | High_spent_Large_value_payments | 440.099419 | Standard | 219 |
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