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ID | Описание | Дата |
---|---|---|
20acfea9-197b-477a-b2eb-c9264cc3d923 | empower compelling architectures | 1992-08-08 |
8c573248-d9e0-420a-8ba8-6a7fbf003776 | mesh cross-platform methodologies | 1971-10-01 |
0f781a07-f567-44c9-a2d6-753eebc3379a | re-contextualize rich relationships | 2015-04-17 |
19a1437d-0b9f-439c-a85c-cdd6e0f18498 | aggregate real-time paradigms | 2024-09-10 |
3e354955-6e3c-439a-9899-9ce1be06149b | integrate proactive markets | 2006-07-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Engineer | 132872.720 | 3 | 3 | 10 | 2 | 14 | 5 | 13.28 | 2.0 | Good | 89.68 | 41.341886 | No | 144.830682 | 258.875119 | High_spent_Large_value_payments | 956.666865 | Good | 334 |
30 | Developer | 56131.480 | 0 | 4 | 10 | 4 | 15 | 8 | 10.10 | 2.0 | Good | 1235.48 | 28.479435 | No | 141.986536 | 118.749396 | High_spent_Medium_value_payments | 483.926401 | Poor | 294 |
23 | Journalist | 42384.080 | 3 | 4 | 4 | 0 | 21 | 19 | 6.55 | 4.0 | Standard | 887.44 | 36.730990 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 495.853389 | Standard | 283 |
35 | Accountant | 57196.560 | 6 | 3 | 17 | 3 | 8 | 12 | 7.53 | 4.0 | Standard | 1269.70 | 37.468316 | Yes | 74.304484 | 333.252623 | Low_spent_Large_value_payments | 346.280892 | Standard | 227 |
36 | Accountant | 28163.570 | 6 | 6 | 16 | 6 | 14 | 9 | 4.96 | 8.0 | Standard | 58.26 | 35.981002 | Yes | 73.020322 | 128.405337 | High_spent_Small_value_payments | 305.270758 | Standard | 216 |
22 | Mechanic | 83334.500 | 5 | 3 | 3 | 3 | 6 | 0 | 4.54 | 4.0 | Good | 1188.93 | 30.173133 | No | 168.131731 | 172.218239 | High_spent_Large_value_payments | 591.504196 | Standard | 233 |
20 | Accountant | 34642.940 | 3 | 5 | 7 | 3 | 5 | 20 | 10.84 | 2.0 | Standard | 1079.65 | 31.605676 | Yes | 49.685271 | 67.068710 | High_spent_Large_value_payments | 441.337185 | Standard | 316 |
48 | Entrepreneur | 19204.250 | 5 | 7 | 13 | 3 | 18 | 12 | 5.31 | 7.0 | Standard | 504.06 | 40.783506 | No | 35.148123 | 132.650801 | Low_spent_Small_value_payments | 288.236492 | Standard | 360 |
40 | Writer | 33262.200 | 6 | 5 | 18 | 3 | 14 | 12 | 17.33 | 2.0 | Standard | 696.05 | 33.826962 | Yes | 43.325153 | 0.000000 | Low_spent_Small_value_payments | 241.898426 | Standard | 356 |
24 | Developer | 25203.100 | 5 | 7 | 17 | 2 | 8 | 9 | 2.61 | 3.0 | Standard | 393.77 | 26.748652 | Yes | 39.270247 | 44.815908 | High_spent_Medium_value_payments | 389.339678 | Standard | 361 |
54 | Developer | 25609.040 | 6 | 7 | 6 | 4 | 10 | 0 | 19.55 | 2.0 | Standard | 1121.06 | 23.992829 | Yes | 74.360170 | 0.000000 | Low_spent_Small_value_payments | 207.379073 | Standard | 223 |
21 | Lawyer | 125943.630 | 3 | 5 | 6 | 1 | 4 | 7 | 2.19 | 1.0 | Good | 853.94 | 37.793481 | No | 90.829353 | 211.447192 | High_spent_Large_value_payments | 982.553706 | Poor | 281 |
23 | Engineer | 36580.660 | 8 | 5 | 15 | 0 | 13 | 10 | 10.21 | 2.0 | Standard | 716.33 | 31.425145 | No | 0.000000 | 50.014474 | High_spent_Medium_value_payments | 492.624360 | Good | 0 |
20 | Writer | 30549.550 | 1 | 3 | 10 | 2 | 6 | 9 | 3.91 | 8.0 | Good | 423.22 | 38.066909 | NM | 46.875072 | 63.630755 | High_spent_Small_value_payments | 396.273757 | Poor | 227 |
40 | Media_Manager | 136812.040 | 2 | 6 | 12 | 2 | 12 | 0 | 11.91 | 4.0 | Good | 793.87 | 37.310535 | No | 165.483796 | 402.642076 | Low_spent_Small_value_payments | 879.074461 | Good | 343 |
46 | Engineer | 42024.210 | 1 | 3 | 8 | 1 | 2 | 13 | 1.68 | 4.0 | Good | 143.12 | 41.875542 | No | 34.616432 | 121.543309 | High_spent_Small_value_payments | 473.342009 | Good | 308 |
36 | Media_Manager | 31751.830 | 5 | 4 | 18 | 3 | 24 | 12 | 18.76 | 8.0 | Standard | 110.73 | 26.991708 | Yes | 58.006937 | 0.000000 | High_spent_Small_value_payments | 374.907788 | Standard | 288 |
23 | Entrepreneur | 12837.245 | 8 | 4 | 10 | 3 | 11 | 11 | 4.34 | 0.0 | Standard | 1222.28 | 24.474519 | No | 21.243325 | 43.133905 | Low_spent_Large_value_payments | 289.399811 | Standard | 340 |
35 | Writer | 21699.130 | 8 | 4 | 18 | 3 | 9 | 14 | 2.64 | 1.0 | Standard | 1129.46 | 37.822408 | Yes | 45.060011 | 170.558823 | Low_spent_Large_value_payments | 246.907250 | Standard | 249 |
34 | Developer | 108638.760 | 6 | 3 | 20 | 2 | 10 | 11 | 14.66 | 5.0 | Standard | 1365.32 | 37.672945 | Yes | 131.065087 | 105.331708 | High_spent_Large_value_payments | 931.226205 | Poor | 78 |
42 | Teacher | 70554.220 | 4 | 3 | 10 | 2 | 7 | 13 | 6.29 | 3.0 | Standard | 908.62 | 31.471631 | NM | 73.226385 | 458.797150 | Low_spent_Medium_value_payments | 333.628298 | Standard | 285 |
26 | Architect | 43269.350 | 2 | 3 | 3 | 3 | 4 | 1 | 1.39 | 7.0 | Good | 976.17 | 35.758987 | No | 94.529437 | 139.914587 | High_spent_Medium_value_payments | 371.433892 | Good | 324 |
38 | Writer | 42355.280 | 2 | 4 | 12 | 2 | 0 | 0 | 4.80 | 2.0 | Good | 778.49 | 39.274636 | No | 52.216711 | 85.267076 | High_spent_Small_value_payments | 473.776880 | Standard | 385 |
48 | Mechanic | 102085.200 | 8 | 3 | 1 | 3 | 19 | 0 | 0.51 | 3.0 | Standard | 263.70 | 33.980724 | No | 164.959968 | 0.000000 | High_spent_Large_value_payments | 863.944248 | Standard | 0 |
45 | Teacher | 56135.760 | 3 | 6 | 20 | 2 | 5 | 18 | 4.40 | 4.0 | Standard | 366.46 | 31.108099 | No | 78.068497 | 208.043579 | Low_spent_Small_value_payments | 501.385924 | Poor | 188 |
37 | Musician | 21212.420 | 1 | 4 | 12 | 4 | 15 | 0 | 3.08 | 4.0 | Good | 479.83 | 28.714830 | No | 50.305036 | 27.954834 | High_spent_Medium_value_payments | 362.810297 | Good | 273 |
42 | Doctor | 18008.650 | 3 | 4 | 8 | 3 | 21 | 0 | 0.71 | 6.0 | Standard | 794.29 | 38.287871 | No | 39.193480 | 140.262718 | Low_spent_Small_value_payments | 270.715884 | Standard | 307 |
14 | Entrepreneur | 37777.920 | 3 | 4 | 20 | 5 | 30 | 20 | 23.37 | 9.0 | Standard | 1336.00 | 26.778224 | Yes | 100.427950 | 61.975122 | High_spent_Medium_value_payments | 393.112929 | Poor | 104 |
24 | Teacher | 155700.320 | 4 | 5 | 9 | 0 | 10 | 5 | 10.08 | 4.0 | Good | 988.95 | 30.921843 | NM | 0.000000 | 259.917479 | High_spent_Large_value_payments | 1250.485188 | Standard | 394 |
35 | Developer | 11911.285 | 7 | 7 | 12 | 3 | 4 | 15 | 11.16 | 1.0 | Good | 957.60 | 25.162747 | No | 20.596345 | 84.437892 | Low_spent_Large_value_payments | 276.326471 | Good | 346 |
55 | Doctor | 10233.555 | 7 | 4 | 3 | 1 | 13 | 17 | 18.20 | 4.0 | Good | 757.92 | 33.208440 | No | 7.648424 | 128.685725 | Low_spent_Small_value_payments | 258.345477 | Good | 322 |
30 | Entrepreneur | 76387.050 | 5 | 4 | 20 | 0 | 22 | 12 | 2.65 | 0.0 | Standard | 1001.62 | 38.299706 | No | 0.000000 | 93.082918 | High_spent_Large_value_payments | 757.375832 | Standard | 234 |
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