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ID | Описание | Дата |
---|---|---|
d37f9d03-11b1-4401-90d3-19ba771bd405 | brand best-of-breed paradigms | 1980-07-11 |
4b239550-b131-4fea-bba4-f52a8a34f512 | iterate visionary niches | 1990-01-18 |
3b7416e5-3812-4ecd-8965-7fed5f8ba5e9 | orchestrate 24/7 platforms | 1993-11-11 |
1469feac-abd0-4a99-a037-09d43e846676 | implement end-to-end convergence | 1973-08-23 |
97d48326-fad0-4efd-b27b-868bb8d3d010 | integrate global ROI | 1994-02-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Scientist | 41345.580 | 0 | 5 | 10 | 0 | 9 | 0 | 6.42 | 7.0 | Good | 646.47 | 28.458117 | No | 0.000000 | 286.383060 | Low_spent_Medium_value_payments | 319.663440 | Poor | 343 |
34 | Mechanic | 20522.130 | 4 | 5 | 5 | 3 | 22 | 15 | 16.19 | 7.0 | Standard | 233.67 | 26.519108 | Yes | 36.339942 | 89.604675 | High_spent_Small_value_payments | 280.273133 | Standard | 223 |
32 | Engineer | 41655.160 | 3 | 4 | 5 | 2 | 31 | 20 | 5.72 | 4.0 | Standard | 1240.64 | 23.809215 | No | 66.912509 | 135.563817 | High_spent_Medium_value_payments | 421.850007 | Standard | 348 |
26 | Musician | 81268.800 | 8 | 7 | 19 | 0 | 10 | 17 | 10.91 | 2.0 | Standard | 597.85 | 37.683753 | NM | 0.000000 | 215.440841 | High_spent_Small_value_payments | 729.499159 | Standard | 243 |
48 | Mechanic | 124814.040 | 1 | 3 | 7 | 2 | 26 | 3 | 6.36 | 6.0 | Good | 660.33 | 37.032155 | No | 138.019433 | 201.742910 | High_spent_Large_value_payments | 916.654657 | Standard | 272 |
42 | Engineer | 88685.320 | 0 | 2 | 3 | 4 | 11 | 0 | 6.75 | 8.0 | Good | 1429.35 | 28.120762 | No | 168.770804 | 197.099510 | High_spent_Small_value_payments | 635.874019 | Good | 259 |
29 | Entrepreneur | 63788.880 | 8 | 7 | 17 | 0 | 22 | 11 | 0.68 | 3.0 | Standard | 1081.09 | 30.235036 | No | 0.000000 | 523.107001 | Low_spent_Medium_value_payments | 261.466999 | Standard | 236 |
28 | Teacher | 11978.875 | 4 | 6 | 11 | 4 | 10 | 12 | 3.30 | 2.0 | Standard | 411.37 | 35.935668 | No | 38.340962 | 82.765733 | Low_spent_Medium_value_payments | 241.417264 | Standard | 297 |
51 | Engineer | 97577.280 | 3 | 4 | 12 | 2 | 1 | 7 | 6.75 | 5.0 | Good | 708.73 | 24.753905 | No | 92.866507 | 771.365606 | Low_spent_Small_value_payments | 216.411888 | Standard | 384 |
39 | Accountant | 30509.400 | 5 | 7 | 8 | 4 | 7 | 0 | 12.95 | 6.0 | Standard | 1496.06 | 38.014153 | Yes | 66.367918 | 0.000000 | High_spent_Small_value_payments | 318.004350 | Standard | 238 |
30 | Manager | 66357.140 | 8 | 4 | 8 | 1 | 13 | 13 | 9.66 | 2.0 | Standard | 1414.17 | 32.503967 | No | 47.088136 | 316.700520 | Low_spent_Small_value_payments | 495.087511 | Poor | 239 |
28 | Developer | 31040.140 | 3 | 5 | 16 | 2 | 7 | 8 | 13.77 | 5.0 | Standard | 1288.66 | 25.241577 | Yes | 44.316148 | 115.304560 | High_spent_Small_value_payments | 347.847125 | Standard | 354 |
22 | Accountant | 79626.930 | 4 | 3 | 18 | 3 | 17 | 18 | 17.41 | 7.0 | Standard | 584.53 | 23.743825 | NM | 150.652699 | 417.626131 | Low_spent_Medium_value_payments | 368.178920 | Standard | 358 |
19 | Accountant | 34039.540 | 5 | 4 | 17 | 4 | 8 | 16 | 12.17 | 1.0 | Standard | 197.39 | 40.286826 | Yes | 83.745541 | 174.033396 | Low_spent_Small_value_payments | 305.083897 | Standard | 281 |
33 | Musician | 26886.510 | 5 | 3 | 9 | 6 | 16 | 0 | 13.88 | 6.0 | Standard | 1129.83 | 40.766603 | Yes | 106.632566 | 60.124646 | High_spent_Small_value_payments | 344.997037 | Standard | 198 |
33 | Lawyer | 12426.290 | 5 | 4 | 13 | 3 | 27 | 16 | 17.14 | 10.0 | Standard | 1399.81 | 34.054350 | Yes | 18.801898 | 96.509225 | Low_spent_Small_value_payments | 268.641293 | Good | 107 |
28 | Lawyer | 35223.940 | 7 | 4 | 17 | 3 | 23 | 13 | 22.56 | 8.0 | Standard | 1269.36 | 26.068277 | Yes | 61.914736 | 80.438022 | High_spent_Medium_value_payments | 392.580075 | Standard | 259 |
29 | Journalist | 162590.560 | 5 | 6 | 11 | 0 | 24 | 6 | 11.65 | 4.0 | Good | 1000.11 | 28.020688 | No | 0.000000 | 1232.019728 | Low_spent_Medium_value_payments | 401.501605 | Poor | 313 |
26 | Writer | 61064.080 | 0 | 5 | 7 | 3 | 0 | 2 | 10.37 | 7.0 | Good | 1323.86 | 23.636657 | No | 94.256006 | 297.474197 | High_spent_Small_value_payments | 373.637131 | Standard | 249 |
53 | Journalist | 18500.540 | 2 | 3 | 4 | 3 | 3 | 7 | 1.98 | 3.0 | Good | 1153.00 | 36.858965 | NM | 41.793259 | 84.610177 | Low_spent_Small_value_payments | 306.167730 | Good | 302 |
51 | Teacher | 125049.780 | 1 | 5 | 7 | 3 | 7 | 10 | 5.70 | 1.0 | Good | 593.96 | 37.251325 | NM | 178.137886 | 321.101274 | Low_spent_Medium_value_payments | 823.442340 | Good | 236 |
26 | Developer | 59375.220 | 3 | 4 | 5 | 4 | 7 | 7 | 7.33 | 0.0 | Good | 947.54 | 25.492958 | No | 116.833202 | 416.826187 | Low_spent_Small_value_payments | 229.834111 | Good | 300 |
45 | Engineer | 32507.890 | 7 | 6 | 10 | 4 | 25 | 11 | 8.22 | 0.0 | Standard | 1301.81 | 26.275418 | Yes | 97.433705 | 215.152088 | Low_spent_Medium_value_payments | 245.913290 | Poor | 263 |
30 | Writer | 107392.950 | 6 | 3 | 20 | 1 | 10 | 18 | 11.88 | 6.0 | Standard | 210.01 | 20.832487 | Yes | 51.959825 | 1143.595342 | Low_spent_Small_value_payments | 0.000000 | Standard | 0 |
30 | Doctor | 22434.160 | 7 | 7 | 8 | 3 | 24 | 19 | 14.67 | 7.0 | Standard | 273.11 | 31.188135 | Yes | 30.068038 | 171.433569 | Low_spent_Small_value_payments | 305.149726 | Poor | 278 |
18 | Entrepreneur | 81094.960 | 8 | 3 | 18 | 0 | 24 | 10 | 4.03 | 3.0 | Standard | 2.13 | 30.483413 | No | 0.000000 | 214.078383 | High_spent_Medium_value_payments | 695.412950 | Standard | 326 |
38 | Developer | 140254.920 | 5 | 1 | 12 | 0 | 8 | 10 | 1.24 | 3.0 | Good | 663.25 | 28.562621 | No | 0.000000 | 302.449176 | High_spent_Large_value_payments | 1130.541824 | Standard | 231 |
25 | Developer | 81566.250 | 7 | 6 | 12 | 3 | 15 | 11 | 6.27 | 2.0 | Good | 231.16 | 24.708813 | No | 136.226637 | 734.702273 | Low_spent_Small_value_payments | 122.689840 | Standard | 361 |
38 | Journalist | 26805.850 | 7 | 7 | 8 | 5 | 6 | 13 | 16.29 | 6.0 | Standard | 1434.01 | 36.767027 | Yes | 100.139276 | 238.848620 | Low_spent_Small_value_payments | 185.294187 | Standard | 153 |
41 | Architect | 42755.640 | 7 | 8 | 15 | 6 | 53 | 22 | 5.01 | 12.0 | Bad | 1486.46 | 40.063736 | Yes | 157.936527 | 50.596754 | High_spent_Large_value_payments | 378.663720 | Standard | 83 |
31 | Accountant | 35739.700 | 4 | 6 | 5 | 0 | 30 | 9 | 5.74 | 3.0 | Good | 404.81 | 26.708827 | No | 0.000000 | 53.658412 | High_spent_Medium_value_payments | 477.372422 | Poor | 247 |
32 | Entrepreneur | 87605.680 | 5 | 7 | 19 | 3 | 29 | 14 | 3.65 | 6.0 | Standard | 512.74 | 28.183521 | Yes | 112.148801 | 336.883159 | Low_spent_Small_value_payments | 570.915373 | Poor | 357 |
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