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ID | Описание | Дата |
---|---|---|
adf4f251-3938-4c1d-a5ae-3686cf6bdbd6 | deliver out-of-the-box e-services | 1997-12-26 |
ebd1964e-c67b-4d66-95a2-5a4d439476d2 | innovate collaborative interfaces | 2023-08-26 |
c9f2c485-acb8-4d61-93ef-c58e068e33a6 | drive interactive schemas | 2021-03-27 |
2b7d3f19-f4f1-42b3-afb7-8ed7f01d8a30 | empower strategic users | 1996-09-15 |
d69d7725-53d9-4d8a-bb87-e3548f4e75d4 | cultivate back-end functionalities | 2017-08-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Architect | 17001.340 | 6 | 5 | 5 | 1 | 10 | 21 | 5.62 | 2.0 | Standard | 1093.87 | 25.359340 | No | 10.535556 | 50.592413 | High_spent_Medium_value_payments | 310.349865 | Standard | 212 |
37 | Entrepreneur | 60263.430 | 10 | 5 | 20 | 5 | 35 | 27 | 17.71 | 11.0 | Bad | 1400.16 | 29.736240 | Yes | 178.736616 | 623.123978 | Low_spent_Small_value_payments | 12.434657 | Poor | 117 |
31 | Doctor | 34336.930 | 7 | 4 | 8 | 3 | 24 | 9 | 8.53 | 1.0 | Standard | 604.77 | 32.818605 | No | 55.840520 | 212.353380 | Low_spent_Small_value_payments | 287.847184 | Standard | 0 |
27 | Doctor | 162144.640 | 1 | 6 | 5 | 1 | 17 | 5 | 2.02 | 5.0 | Good | 80.76 | 32.005978 | No | 117.658681 | 0.000000 | High_spent_Medium_value_payments | 1074.275501 | Poor | 0 |
44 | Doctor | 128331.420 | 0 | 3 | 8 | 2 | 7 | 9 | 3.33 | 2.0 | Good | 462.96 | 32.646654 | No | 114.993991 | 190.822944 | High_spent_Medium_value_payments | 1013.011565 | Poor | 348 |
49 | Lawyer | 15055.000 | 3 | 3 | 8 | 3 | 6 | 4 | 2.61 | 7.0 | Good | 360.12 | 26.950158 | No | 31.775461 | 33.321791 | High_spent_Small_value_payments | 293.761081 | Standard | 0 |
54 | Lawyer | 31438.120 | 1 | 4 | 9 | 1 | 2 | 10 | 11.38 | 5.0 | Good | 81.90 | 33.184273 | No | 18.945348 | 110.340545 | High_spent_Small_value_payments | 372.398440 | Good | 398 |
46 | Entrepreneur | 32146.130 | 0 | 7 | 12 | 1 | 11 | 12 | 3.58 | 3.0 | Good | 65.89 | 29.056278 | No | 24.736860 | 53.693618 | High_spent_Large_value_payments | 431.453938 | Standard | 345 |
26 | Lawyer | 39693.860 | 0 | 2 | 1 | 2 | 0 | 12 | 1.69 | 4.0 | Good | 306.03 | 30.768080 | No | 50.407684 | 114.715306 | High_spent_Medium_value_payments | 429.859177 | Standard | 218 |
21 | Scientist | 120479.640 | 2 | 7 | 8 | 2 | 17 | 4 | 6.98 | 8.0 | Good | 590.08 | 29.940403 | No | 129.178003 | 786.831135 | Low_spent_Medium_value_payments | 360.887863 | Good | 214 |
54 | Teacher | 15414.675 | 5 | 5 | 11 | 0 | 7 | 0 | 8.96 | 4.0 | Good | 508.81 | 26.973444 | No | 0.000000 | 78.029687 | Low_spent_Large_value_payments | 336.925938 | Standard | 278 |
50 | Scientist | 28880.560 | 3 | 5 | 10 | 1 | 26 | 13 | 0.00 | 4.0 | Standard | 412.80 | 38.946298 | Yes | 20.969729 | 128.103897 | Low_spent_Small_value_payments | 391.197707 | Standard | 303 |
40 | Journalist | 64259.040 | 6 | 6 | 8 | 2 | 25 | 16 | 10.69 | 10.0 | Standard | 1443.54 | 33.826802 | Yes | 79.587579 | 156.706534 | Low_spent_Large_value_payments | 539.797887 | Standard | 374 |
30 | Teacher | 63473.600 | 5 | 7 | 20 | 5 | 34 | 0 | 0.00 | 8.0 | Standard | 1029.31 | 26.274105 | Yes | 163.308556 | 67.471094 | High_spent_Large_value_payments | 547.767016 | Standard | 164 |
37 | Writer | 14025.885 | 4 | 5 | 6 | 4 | 28 | 15 | 3.47 | 4.0 | Standard | 447.92 | 37.040490 | No | 38.254822 | 48.740693 | High_spent_Small_value_payments | 260.686860 | Standard | 387 |
42 | Mechanic | 17908.010 | 5 | 4 | 12 | 2 | 8 | 14 | 3.93 | 1.0 | Good | 1456.12 | 39.510238 | No | 179.781031 | 32.844316 | High_spent_Small_value_payments | 342.665495 | Good | 226 |
22 | Media_Manager | 121238.400 | 2 | 7 | 1 | 1 | 7 | 9 | 6.64 | 1.0 | Good | 1160.07 | 33.851614 | No | 92.005126 | 1120.896623 | Low_spent_Small_value_payments | 75.518251 | Good | 192 |
30 | Mechanic | 30022.710 | 3 | 7 | 6 | 4 | 14 | 5 | 2.06 | 1.0 | Good | 1071.33 | 34.435266 | No | 62.222285 | 233.307837 | Low_spent_Large_value_payments | 242.959128 | Standard | 314 |
55 | Entrepreneur | 37482.370 | 1 | 7 | 1 | 1 | 11 | 3 | 3.87 | 0.0 | Good | 1137.02 | 39.263399 | No | 26.543222 | 395.532865 | Low_spent_Small_value_payments | 186.176996 | Poor | 252 |
42 | Manager | 34666.020 | 8 | 6 | 25 | 4 | 22 | 17 | 7.06 | 8.0 | Bad | 1353.07 | 38.411652 | Yes | 70.950077 | 110.293679 | Low_spent_Large_value_payments | 383.439744 | Poor | 127 |
53 | Entrepreneur | 72301.620 | 4 | 3 | 18 | 3 | 13 | 17 | 15.87 | 2.0 | Standard | 819.37 | 25.954716 | Yes | 98.980289 | 40.239262 | High_spent_Large_value_payments | 710.793949 | Standard | 0 |
45 | Engineer | 110557.080 | 3 | 5 | 5 | 2 | 30 | 14 | 5.51 | 5.0 | Standard | 946.28 | 24.180454 | NM | 181.855775 | 1050.515629 | Low_spent_Small_value_payments | 0.000000 | Standard | 213 |
29 | Doctor | 38324.720 | 2 | 4 | 7 | 0 | 1 | 5 | 0.00 | 4.0 | Good | 417.31 | 36.809786 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 485.889622 | Standard | 336 |
44 | Lawyer | 28300.370 | 5 | 5 | 9 | 3 | 15 | 10 | 2.69 | 4.0 | Good | 1489.20 | 34.661551 | No | 52.012560 | 45.817384 | High_spent_Small_value_payments | 370.006473 | Good | 207 |
37 | Developer | 37475.070 | 3 | 4 | 7 | 0 | 11 | 10 | 9.77 | 7.0 | Good | 437.45 | 38.658864 | No | 0.000000 | 122.847274 | Low_spent_Small_value_payments | 474.544976 | Standard | 288 |
42 | Writer | 90285.330 | 1 | 4 | 11 | 3 | 11 | 3 | 2.88 | 2.0 | Good | 570.82 | 29.640759 | No | 121.849019 | 130.690443 | High_spent_Large_value_payments | 721.738289 | Good | 246 |
54 | Lawyer | 43754.320 | 5 | 7 | 7 | 1 | 4 | 0 | 7.55 | 2.0 | Good | 515.73 | 33.644451 | No | 35.374569 | 138.134296 | High_spent_Medium_value_payments | 470.310468 | Good | 241 |
44 | Architect | 35618.390 | 4 | 4 | 19 | 7 | 3 | 16 | 9.89 | 4.0 | Standard | 1320.37 | 32.785474 | Yes | 163.202427 | 116.755357 | High_spent_Medium_value_payments | 287.462133 | Standard | 130 |
30 | Doctor | 20048.230 | 2 | 6 | 9 | 4 | 15 | 6 | 5.01 | 1.0 | Good | 224.98 | 24.578785 | No | 41.947272 | 108.909482 | Low_spent_Small_value_payments | 302.911829 | Standard | 0 |
40 | Media_Manager | 34676.000 | 3 | 6 | 18 | 4 | 25 | 0 | 16.99 | 7.0 | Standard | 138.30 | 31.986182 | Yes | 69.528976 | 169.142158 | High_spent_Small_value_payments | 337.395533 | Standard | 78 |
37 | Media_Manager | 26450.590 | 5 | 6 | 20 | 4 | 24 | 18 | 11.80 | 1.0 | Standard | 952.90 | 26.399802 | No | 73.670190 | 19.552471 | High_spent_Large_value_payments | 354.698922 | Standard | 344 |
40 | Doctor | 78722.560 | 7 | 7 | 9 | 3 | 28 | 10 | 11.77 | 1.0 | Standard | 569.38 | 35.074415 | No | 137.175287 | 221.493873 | High_spent_Medium_value_payments | 568.652173 | Standard | 206 |
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