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ID | Описание | Дата |
---|---|---|
258b15f3-c912-4439-8d02-06bb5d316134 | incubate strategic infrastructures | 2003-12-11 |
97ec82cc-9d88-42c5-8451-dc7e0d82f3be | generate enterprise schemas | 2023-05-30 |
ec7318a1-2437-45f4-a882-00bde8d8d85c | target viral schemas | 1989-11-06 |
f9f15f8b-2969-4454-9083-627c8d4bcbf6 | maximize e-business technologies | 2023-12-23 |
1654275f-8d9b-418e-9638-031de01b37da | optimize transparent niches | 1980-11-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | Scientist | 32128.240 | 6 | 4 | 12 | 7 | 19 | 0 | 10.61 | 8.0 | Standard | 465.04 | 28.936707 | Yes | 103.456213 | 152.414059 | Low_spent_Large_value_payments | 283.465061 | Standard | 91 |
38 | Journalist | 97575.900 | 7 | 4 | 15 | 2 | 7 | 18 | 2.39 | 1.0 | Standard | 366.88 | 25.891260 | No | 152.060271 | 121.922336 | High_spent_Large_value_payments | 751.049893 | Standard | 0 |
41 | Journalist | 19620.300 | 3 | 5 | 14 | 3 | 21 | 8 | 10.45 | 4.0 | Standard | 168.00 | 34.745339 | Yes | 36.971279 | 51.546060 | High_spent_Medium_value_payments | 348.085161 | Standard | 207 |
17 | Engineer | 29198.560 | 7 | 5 | 18 | 4 | 25 | 24 | 9.61 | 11.0 | Bad | 1393.85 | 38.123128 | Yes | 58.466462 | 188.225387 | Low_spent_Large_value_payments | 257.329485 | Poor | 243 |
39 | Musician | 29220.830 | 2 | 2 | 12 | 4 | 8 | 7 | 0.60 | 7.0 | Good | 1051.51 | 25.691816 | NM | 84.695651 | 148.342769 | Low_spent_Medium_value_payments | 309.368497 | Good | 342 |
17 | Mechanic | 8473.795 | 4 | 7 | 7 | 3 | 19 | 14 | 12.78 | 10.0 | Standard | 1040.14 | 25.664838 | Yes | 16.798847 | 20.702787 | High_spent_Small_value_payments | 273.713324 | Standard | 211 |
25 | Lawyer | 167489.400 | 1 | 1 | 11 | 2 | 10 | 12 | 5.51 | 5.0 | Good | 1328.90 | 28.763792 | No | 196.030465 | 517.810263 | Low_spent_Small_value_payments | 978.704272 | Good | 320 |
26 | Entrepreneur | 59534.160 | 5 | 7 | 20 | 3 | 22 | 16 | 14.64 | 6.0 | Standard | 1350.67 | 36.085173 | Yes | 143.183460 | 677.821828 | Low_spent_Small_value_payments | 0.000000 | Standard | 127 |
31 | Manager | 30429.910 | 4 | 6 | 16 | 2 | 27 | 18 | 0.00 | 3.0 | Standard | 362.48 | 38.571792 | No | 29.914076 | 178.557384 | Low_spent_Small_value_payments | 362.411123 | Standard | 342 |
26 | Media_Manager | 31731.940 | 5 | 6 | 10 | 3 | 25 | 11 | 11.51 | 3.0 | Standard | 889.42 | 38.113509 | NM | 75.002311 | 283.188435 | Low_spent_Small_value_payments | 194.742088 | Standard | 320 |
31 | Manager | 112460.880 | 2 | 4 | 9 | 1 | 29 | 10 | 10.04 | 2.0 | Good | 208.84 | 42.606627 | NM | 86.610870 | 487.690137 | Low_spent_Small_value_payments | 637.072993 | Poor | 187 |
22 | Developer | 35310.830 | 5 | 5 | 5 | 2 | 28 | 14 | 9.74 | 1.0 | Good | 878.11 | 26.396864 | No | 31.427239 | 97.988444 | High_spent_Medium_value_payments | 426.441234 | Good | 372 |
39 | Writer | 46645.860 | 4 | 3 | 5 | 2 | 12 | 12 | 10.89 | 4.0 | Standard | 1157.31 | 29.183005 | NM | 61.795320 | 127.349724 | High_spent_Medium_value_payments | 466.470456 | Standard | 132 |
50 | Teacher | 127430.520 | 4 | 5 | 2 | 0 | 3 | 2 | 9.24 | 1.0 | Good | 1039.71 | 35.332780 | No | 0.000000 | 114.385707 | High_spent_Large_value_payments | 1212.635293 | Good | 301 |
28 | Journalist | 81610.440 | 6 | 3 | 14 | 1 | 10 | 13 | 12.91 | 10.0 | Standard | 1192.53 | 31.836338 | Yes | 56.989190 | 643.497702 | Low_spent_Medium_value_payments | 230.500108 | Good | 0 |
50 | Writer | 35139.270 | 1 | 5 | 8 | 3 | 5 | 2 | 1.19 | 2.0 | Good | 978.09 | 31.543408 | No | 76.857590 | 296.187217 | Low_spent_Small_value_payments | 208.682443 | Good | 0 |
18 | Engineer | 25784.650 | 3 | 7 | 20 | 6 | 15 | 10 | 11.79 | 6.0 | Standard | 1181.19 | 27.931329 | Yes | 100.308227 | 150.928961 | Low_spent_Medium_value_payments | 214.134895 | Standard | 69 |
52 | Architect | 29879.430 | 6 | 5 | 10 | 3 | 5 | 19 | 11.79 | 8.0 | Standard | 1286.59 | 25.492197 | NM | 66.956820 | 42.976041 | High_spent_Small_value_payments | 395.162389 | Standard | 300 |
47 | Scientist | 18186.220 | 7 | 4 | 15 | 0 | 27 | 16 | 5.49 | 4.0 | Standard | 1.42 | 41.153967 | No | 0.000000 | 19.172325 | High_spent_Medium_value_payments | 406.979509 | Standard | 223 |
22 | Lawyer | 25659.340 | 5 | 3 | 15 | 4 | 32 | 13 | 4.19 | 2.0 | Standard | 1323.93 | 31.056587 | NM | 54.981971 | 0.000000 | High_spent_Medium_value_payments | 392.250437 | Standard | 0 |
17 | Architect | 8400.715 | 8 | 10 | 29 | 4 | 17 | 19 | 4.08 | 6.0 | Bad | 1414.23 | 28.750794 | Yes | 19.658403 | 32.251968 | Low_spent_Small_value_payments | 279.895588 | Standard | 201 |
55 | Writer | 14311.415 | 2 | 7 | 9 | 0 | 1 | 3 | 9.31 | 4.0 | Good | 541.18 | 31.961582 | No | 0.000000 | 63.366168 | Low_spent_Medium_value_payments | 363.895624 | Good | 0 |
21 | Developer | 26223.670 | 5 | 6 | 14 | 3 | 23 | 8 | 8.06 | 9.0 | Standard | 462.91 | 35.536841 | NM | 54.763130 | 62.066743 | Low_spent_Large_value_payments | 391.900710 | Standard | 355 |
31 | Teacher | 157577.000 | 5 | 1 | 6 | 1 | 8 | 5 | 15.46 | 4.0 | Good | 527.54 | 39.907350 | NM | 73.219349 | 146.707936 | High_spent_Large_value_payments | 1311.314383 | Standard | 289 |
52 | Engineer | 32013.460 | 3 | 5 | 7 | 3 | 7 | 16 | 1.15 | 0.0 | Standard | 1068.81 | 25.886095 | No | 70.304400 | 48.462607 | High_spent_Medium_value_payments | 390.811827 | Standard | 237 |
34 | Architect | 144497.440 | 6 | 6 | 16 | 3 | 8 | 20 | 3.67 | 4.0 | Standard | 50.13 | 30.110091 | No | 192.628506 | 792.350529 | Low_spent_Small_value_payments | 486.366298 | Standard | 306 |
31 | Writer | 106546.080 | 8 | 3 | 13 | 1 | 10 | 9 | 0.00 | 0.0 | Standard | 206.52 | 41.746099 | No | 86.164943 | 380.056813 | High_spent_Medium_value_payments | 678.962245 | Standard | 197 |
37 | Scientist | 60396.260 | 6 | 3 | 3 | 2 | 13 | 22 | 1.81 | 1.0 | Good | 633.75 | 25.920115 | NM | 81.379616 | 242.780470 | High_spent_Small_value_payments | 413.742080 | Good | 221 |
44 | Entrepreneur | 52487.140 | 7 | 5 | 8 | 3 | 7 | 18 | 5.09 | 4.0 | Standard | 1132.46 | 36.574665 | Yes | 103.119341 | 273.732512 | High_spent_Small_value_payments | 296.640981 | Standard | 212 |
19 | Accountant | 20436.315 | 1 | 3 | 7 | 2 | 16 | 0 | 4.86 | 6.0 | Good | 783.77 | 26.792916 | NM | 20.366032 | 86.381645 | Low_spent_Medium_value_payments | 351.754948 | Standard | 276 |
46 | Engineer | 22387.750 | 7 | 7 | 15 | 1 | 25 | 11 | 9.40 | 4.0 | Standard | 133.02 | 27.243304 | NM | 14.442149 | 73.199832 | Low_spent_Medium_value_payments | 386.222603 | Standard | 336 |
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