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ID | Описание | Дата |
---|---|---|
bbeaaf1b-b4ad-4201-9a4b-da1e01158cf5 | deliver leading-edge technologies | 1980-05-24 |
bf3caaca-6858-4483-9285-65215a607cab | re-contextualize distributed networks | 2020-04-15 |
f37a1b71-756f-49ef-9cb7-a1f88cdd9285 | target rich e-markets | 2007-07-18 |
cc86c3fa-97d9-455f-b410-dba1308a5773 | iterate one-to-one niches | 1972-12-26 |
0aeff4e8-628c-43a0-b895-f6d9636f598c | envisioneer proactive web services | 1991-03-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Media_Manager | 9307.240 | 4 | 3 | 15 | 3 | 26 | 12 | 12.78 | 5.0 | Standard | 486.05 | 28.075528 | Yes | 20.887196 | 74.696215 | Low_spent_Small_value_payments | 295.776923 | Standard | 141 |
24 | Entrepreneur | 11866.345 | 7 | 7 | 20 | 1 | 17 | 182 | 17.73 | 6.0 | Standard | 276.34 | 35.818526 | NM | 8.367989 | 50.520436 | Low_spent_Small_value_payments | 329.597783 | Standard | 0 |
52 | Teacher | 17727.930 | 6 | 5 | 15 | 4 | 2 | 0 | 9.80 | 3.0 | Standard | 1017.20 | 40.253532 | Yes | 37.831855 | 94.291891 | Low_spent_Small_value_payments | 292.809004 | Standard | 315 |
24 | Media_Manager | 18231.520 | 6 | 5 | 15 | 9 | 36 | 17 | 1.83 | 7.0 | Bad | 1358.96 | 31.446719 | Yes | 86.608647 | 66.324754 | Low_spent_Medium_value_payments | 271.895932 | Poor | 181 |
43 | Journalist | 15985.410 | 7 | 3 | 17 | 7 | 22 | 20 | 11.86 | 9.0 | Standard | 1325.27 | 32.196236 | Yes | 64.126794 | 142.740997 | Low_spent_Small_value_payments | 220.343959 | Poor | 221 |
34 | Lawyer | 14192.120 | 4 | 3 | 19 | 4 | 8 | 5 | 0.00 | 8.0 | Standard | 1483.60 | 26.728249 | Yes | 45.185192 | 110.132438 | Low_spent_Small_value_payments | 274.850037 | Standard | 203 |
21 | Writer | 21156.880 | 5 | 6 | 13 | 0 | 27 | 544 | 11.12 | 5.0 | Standard | 386.38 | 29.436817 | Yes | 0.000000 | 121.736717 | Low_spent_Small_value_payments | 332.570616 | Standard | 195 |
20 | Developer | 29937.850 | 0 | 1 | 2 | 1 | 12 | 5 | 5.05 | 3.0 | Good | 720.68 | 25.943786 | No | 20.779413 | 76.350182 | High_spent_Medium_value_payments | 413.452488 | Good | 220 |
20 | Architect | 71633.480 | 5 | 4 | 3 | 0 | 10 | 4 | 9.18 | 6.0 | Good | 157.93 | 27.411925 | No | 0.000000 | 774.491714 | Low_spent_Small_value_payments | 93.853953 | Standard | 398 |
51 | Accountant | 85768.980 | 2 | 1 | 8 | 0 | 1 | 4 | 3.25 | 2.0 | Good | 773.33 | 35.851702 | No | 0.000000 | 269.481810 | High_spent_Small_value_payments | 705.359690 | Good | 275 |
42 | Engineer | 27392.760 | 3 | 3 | 17 | 3 | 20 | 10 | 17.33 | 10.0 | Standard | 1148.91 | 28.544091 | Yes | 42.548515 | 68.907082 | High_spent_Medium_value_payments | 394.217404 | Standard | 396 |
23 | Developer | 11486.080 | 8 | 7 | 11 | 3 | 14 | 12 | 11.73 | 4.0 | Standard | 550.98 | 26.587439 | Yes | 23.083111 | 39.493765 | Low_spent_Small_value_payments | 334.140458 | Standard | 204 |
55 | Writer | 141219.080 | 5 | 7 | 11 | 0 | 12 | 8 | 7.15 | 6.0 | Good | 1126.33 | 40.320114 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 461.925750 | Good | 0 |
27 | Engineer | 22709.940 | 6 | 7 | 13 | 4 | 8 | 15 | 11.59 | 3.0 | Standard | 994.73 | 34.449306 | NM | 44.989508 | 141.270766 | Low_spent_Small_value_payments | 309.489225 | Standard | 262 |
25 | Musician | 17641.460 | 8 | 5 | 5 | 2 | 30 | 12 | 11.63 | 4.0 | Standard | 322.43 | 32.884291 | Yes | 15.357277 | 197.834493 | Low_spent_Small_value_payments | 247.120397 | Standard | 78 |
49 | Writer | 17258.715 | 4 | 7 | 10 | 0 | 0 | 0 | 8.09 | 1.0 | Good | 741.09 | 26.612726 | No | 0.000000 | 135.739976 | Low_spent_Small_value_payments | 323.382649 | Standard | 400 |
30 | Accountant | 70802.280 | 7 | 5 | 15 | 0 | 28 | 0 | 17.74 | 1.0 | Standard | 684.53 | 28.917778 | Yes | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 327.465123 | Standard | 386 |
24 | Accountant | 20355.230 | 8 | 3 | 15 | 6 | 15 | 11 | 14.73 | 4.0 | Standard | 575.92 | 34.266051 | Yes | 59.286916 | 162.002791 | Low_spent_Small_value_payments | 266.537210 | Standard | 121 |
52 | Developer | 35532.880 | 8 | 6 | 11 | 2 | 24 | 15 | 9.21 | 1.0 | Good | 448.66 | 27.195724 | No | 31.821299 | 180.641268 | Low_spent_Small_value_payments | 364.944766 | Standard | 279 |
21 | Lawyer | 34565.730 | 1 | 1 | 3 | 2 | 13 | 2 | 9.67 | 3.0 | Good | 1429.23 | 33.308483 | No | 33.142141 | 234.483289 | Low_spent_Small_value_payments | 320.022319 | Good | 335 |
28 | Architect | 31897.350 | 5 | 8 | 6 | 0 | 21 | 9 | 11.88 | 9.0 | Standard | 1116.03 | 26.584036 | No | 0.000000 | 192.243901 | High_spent_Small_value_payments | 358.567349 | Standard | 0 |
23 | Accountant | 58211.850 | 8 | 6 | 5 | 4 | 15 | 17 | 3.65 | 3.0 | Good | 901.00 | 32.386496 | No | 152.727498 | 153.639450 | Low_spent_Medium_value_payments | 446.431801 | Good | 383 |
40 | Scientist | 40793.330 | 5 | 1 | 8 | 2 | 4 | 6 | 3.59 | 0.0 | Good | 1039.62 | 37.246635 | No | 57.343450 | 141.755021 | High_spent_Small_value_payments | 378.345946 | Good | 309 |
37 | Lawyer | 113561.200 | 8 | 4 | 9 | 1 | 21 | 18 | 7.99 | 0.0 | Standard | 75.52 | 29.813873 | No | 53.778389 | 75.232534 | High_spent_Large_value_payments | 1069.032411 | Standard | 330 |
30 | Doctor | 32943.660 | 5 | 6 | 14 | 6 | 20 | 11 | 17.52 | 7.0 | Standard | 226.74 | 35.599321 | Yes | 162.933964 | 84.118117 | Low_spent_Large_value_payments | 304.078419 | Standard | 121 |
32 | Lawyer | 12050.595 | 6 | 4 | 20 | 1 | 16 | 13 | 2.59 | 3.0 | Standard | 144.29 | 26.982166 | NM | 7.167791 | 120.914758 | Low_spent_Small_value_payments | 277.839077 | Standard | 352 |
22 | Doctor | 9989.210 | 5 | 4 | 20 | 2 | 15 | 11 | 5.81 | 1.0 | Standard | 731.05 | 24.875086 | No | 10.506173 | 66.914323 | Low_spent_Small_value_payments | 277.922920 | Standard | 227 |
54 | Media_Manager | 111346.920 | 2 | 4 | 8 | 1 | 3 | 1 | 8.48 | 2.0 | Good | 1044.35 | 29.020233 | No | 69.436847 | 221.371326 | High_spent_Large_value_payments | 873.282827 | Good | 363 |
24 | Engineer | 33475.630 | 8 | 7 | 16 | 0 | 17 | 16 | 11.60 | 6.0 | Standard | 666.72 | 35.738816 | Yes | 0.000000 | 70.408861 | High_spent_Large_value_payments | 472.954722 | Standard | 272 |
25 | Teacher | 116034.930 | 1 | 5 | 9 | 1 | 6 | 12 | 8.24 | 0.0 | Good | 455.00 | 44.096905 | No | 74.614289 | 124.974512 | High_spent_Medium_value_payments | 995.068949 | Good | 215 |
23 | Doctor | 16668.960 | 6 | 3 | 6 | 0 | 34 | 9 | 6.36 | 1.0 | Standard | 1426.06 | 29.179197 | Yes | 0.000000 | 86.911449 | Low_spent_Large_value_payments | 306.496551 | Standard | 221 |
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