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ID | Описание | Дата |
---|---|---|
29b1a47e-cb21-42b1-ac84-c0f222b74df0 | scale rich niches | 1999-09-13 |
599795b0-edaa-4305-9d65-10e52a04d894 | seize interactive interfaces | 2014-07-16 |
7ca0d6b9-9fdd-4188-8170-138a3626b831 | engage world-class bandwidth | 2024-08-13 |
8728eceb-39e8-48b4-8ae2-dd58112b7565 | synthesize web-enabled systems | 1980-04-12 |
b12fd297-c444-4b13-b7bb-4262b0716193 | harness mission-critical communities | 2019-11-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Mechanic | 34766.060 | 0 | 1 | 11 | 3 | 4 | 4 | 5.71 | 0.0 | Good | 1374.23 | 26.773365 | No | 78.093107 | 59.758586 | High_spent_Medium_value_payments | 425.465474 | Good | 194 |
43 | Architect | 9197.370 | 8 | 6 | 15 | 2 | 7 | 8 | 13.31 | 10.0 | Standard | 1306.09 | 26.780350 | Yes | 14.150125 | 42.746992 | Low_spent_Large_value_payments | 292.247633 | Poor | 228 |
33 | Accountant | 177887.800 | 4 | 3 | 3 | 0 | 2 | 6 | 11.32 | 7.0 | Good | 925.47 | 40.930381 | No | 0.000000 | 977.730259 | Low_spent_Medium_value_payments | 785.168074 | Good | 323 |
39 | Developer | 26282.470 | 7 | 5 | 17 | 2 | 21 | 19 | 4.68 | 4.0 | Standard | 1007.91 | 37.570461 | No | 23.409291 | 77.296334 | High_spent_Medium_value_payments | 361.814958 | Good | 206 |
34 | Manager | 22438.270 | 7 | 7 | 9 | 4 | 16 | 12 | 11.24 | 3.0 | Standard | 167.57 | 28.604433 | No | 58.436308 | 64.250103 | High_spent_Small_value_payments | 322.999172 | Standard | 347 |
31 | Manager | 109122.210 | 3 | 6 | 3 | 3 | 12 | 11 | 7.32 | 3.0 | Good | 1189.51 | 37.472095 | No | 199.721610 | 425.736359 | High_spent_Small_value_payments | 524.093781 | Good | 337 |
31 | Architect | 29020.270 | 1 | 3 | 7 | 1 | 0 | 6 | 8.29 | 0.0 | Good | 536.36 | 35.802110 | No | 12.127443 | 73.008389 | High_spent_Medium_value_payments | 410.499751 | Poor | 377 |
26 | Teacher | 34902.430 | 7 | 3 | 6 | 3 | 21 | 9 | 14.74 | 2.0 | Standard | 241.38 | 37.782879 | Yes | 44.143644 | 132.594514 | High_spent_Medium_value_payments | 386.115425 | Standard | 256 |
18 | Manager | 41417.040 | 7 | 5 | 18 | 4 | 11 | 16 | 1.13 | 6.0 | Standard | 1486.49 | 26.526831 | Yes | 122.503884 | 101.820178 | High_spent_Medium_value_payments | 369.617938 | Poor | 175 |
45 | Developer | 26918.380 | 6 | 5 | 10 | 2 | 10 | 12 | 5.48 | 2.0 | Standard | 1054.90 | 30.651213 | Yes | 43.926610 | 39.683342 | High_spent_Medium_value_payments | 410.609882 | Standard | 0 |
24 | Engineer | 28823.030 | 7 | 6 | 1 | 2 | 9 | 10 | 8.22 | 4.0 | Standard | 51.26 | 33.155988 | NM | 39.348372 | 293.459209 | Low_spent_Small_value_payments | 186.584335 | Standard | 393 |
23 | Journalist | 8983.565 | 6 | 4 | 6 | 2 | 8 | 16 | 11.25 | 7.0 | Standard | 1270.65 | 23.641562 | Yes | 9.885125 | 37.902045 | High_spent_Small_value_payments | 276.775871 | Standard | 0 |
44 | Doctor | 33030.030 | 3 | 5 | 4 | 1 | 5 | 8 | 9.59 | 1.0 | Good | 1289.96 | 29.779692 | No | 22.901579 | 339.661870 | Low_spent_Small_value_payments | 187.886801 | Good | 0 |
25 | Teacher | 31380.640 | 2 | 1 | 4 | 3 | 9 | 1 | 3.18 | 3.0 | Good | 1027.38 | 34.898168 | No | 74.052787 | 77.480449 | High_spent_Medium_value_payments | 334.072098 | Good | 299 |
16 | Journalist | 31136.800 | 4 | 7 | 18 | 4 | 7 | 17 | 13.73 | 10.0 | Standard | 930.08 | 28.092112 | Yes | 88.999866 | 89.219001 | Low_spent_Medium_value_payments | 363.054466 | Standard | 0 |
36 | Engineer | 19773.560 | 4 | 3 | 19 | 1 | 14 | 19 | 7.31 | 4.0 | Standard | 1019.48 | 33.247631 | Yes | 10.358307 | 250.577371 | Low_spent_Small_value_payments | 223.043989 | Standard | 0 |
38 | Manager | 27964.680 | 8 | 3 | 6 | 4 | 15 | 13 | 2.84 | 1.0 | Standard | 1213.10 | 31.778713 | No | 52.449531 | 88.717760 | High_spent_Medium_value_payments | 331.271709 | Standard | 245 |
50 | Entrepreneur | 64871.140 | 5 | 5 | 5 | 2 | 14 | 2 | 9.68 | 0.0 | Good | 34.30 | 39.192138 | No | 73.226353 | 335.970532 | Low_spent_Medium_value_payments | 404.195948 | Good | 280 |
44 | Mechanic | 53860.980 | 4 | 7 | 15 | 0 | 17 | 8 | 10.82 | 6.0 | Standard | 1356.10 | 30.051513 | Yes | 0.000000 | 39.985196 | High_spent_Large_value_payments | 626.056304 | Standard | 189 |
24 | Journalist | 20803030.000 | 6 | 7 | 21 | 6 | 18 | 0 | 19.29 | 10.0 | Standard | 1467.79 | 23.864111 | Yes | 73.938178 | 110.020737 | Low_spent_Small_value_payments | 244.076584 | Poor | 180 |
38 | Mechanic | 60530.700 | 3 | 6 | 9 | 1 | 24 | 19 | 8.35 | 7.0 | Standard | 361.83 | 26.210677 | NM | 40.763173 | 75.932214 | High_spent_Large_value_payments | 619.527114 | Standard | 349 |
26 | Writer | 45472.200 | 6 | 10 | 23 | 4 | 46 | 18 | 4.44 | 11.0 | Bad | 1322.15 | 25.951355 | Yes | 111.746347 | 148.536541 | Low_spent_Small_value_payments | 399.052113 | Poor | 123 |
45 | Writer | 36080.590 | 5 | 3 | 20 | 4 | 5 | 18 | 8.95 | 4.0 | Standard | 1445.97 | 34.753391 | Yes | 103.040109 | 68.130742 | High_spent_Medium_value_payments | 364.700732 | Standard | 253 |
52 | Doctor | 107438.880 | 6 | 4 | 6 | 2 | 28 | 16 | 7.01 | 4.0 | Standard | 1342.37 | 36.424059 | No | 169.864122 | 184.043270 | High_spent_Medium_value_payments | 819.416607 | Standard | 396 |
54 | Writer | 32495.660 | 3 | 7 | 18 | 1 | 10 | 18 | 10.39 | 1.0 | Standard | 1099.57 | 38.214942 | NM | 23.965704 | 310.823492 | Low_spent_Small_value_payments | 214.707970 | Standard | 206 |
43 | Journalist | 92807.490 | 1 | 6 | 9 | 2 | 15 | 10 | 2.78 | 0.0 | Good | 1393.25 | 33.082861 | NM | 141.366606 | 236.184290 | High_spent_Medium_value_payments | 658.744854 | Good | 210 |
44 | Lawyer | 82668.780 | 3 | 6 | 20 | 1 | 24 | 12 | 16.27 | 0.0 | Standard | 540.04 | 39.977639 | Yes | 55.699665 | 228.359822 | High_spent_Medium_value_payments | 658.947013 | Standard | 290 |
53 | Musician | 63407.820 | 1 | 3 | 4 | 4 | 4 | 2 | 6.32 | 4.0 | Good | 768.25 | 29.335246 | No | 181.639392 | 198.543815 | Low_spent_Small_value_payments | 415.115293 | Standard | 236 |
33 | Writer | 35908.740 | 4 | 4 | 10 | 2 | 6 | 0 | 10.08 | 5.0 | Standard | 613.93 | 26.259855 | Yes | 53.982295 | 223.881218 | Low_spent_Large_value_payments | 307.075987 | Poor | 87 |
46 | Journalist | 30424.170 | 5 | 7 | 14 | 4 | 10 | 11 | 3.46 | 2.0 | Standard | 519.00 | 27.169647 | No | 65.035518 | 79.052177 | Low_spent_Large_value_payments | 409.447054 | Standard | 193 |
49 | Doctor | 34239.070 | 3 | 4 | 10 | 0 | 11 | 10 | 7.83 | 1.0 | Good | 504.44 | 34.405333 | NM | 0.000000 | 23.203498 | High_spent_Large_value_payments | 508.422085 | Good | 251 |
25 | Journalist | 57700.060 | 5 | 6 | 13 | 0 | 22 | 18 | 11.63 | 5.0 | Standard | 792.37 | 31.257303 | NM | 0.000000 | 262.451684 | Low_spent_Small_value_payments | 484.282149 | Standard | 298 |
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