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ID | Описание | Дата |
---|---|---|
bf59ad0a-dc41-48e1-91b2-a626a48c130c | e-enable open-source bandwidth | 2022-07-10 |
73f9d8cc-74a9-4b7f-9ce1-316967ce645c | empower strategic experiences | 1987-07-12 |
d1847f8f-4d75-452a-bd3e-11f84db437b4 | evolve revolutionary users | 1990-09-10 |
fcc53c88-b57d-4982-9ef1-9b03b7ab2874 | enable viral applications | 1973-09-06 |
dda7f362-5a67-42f7-aa26-da7eaff98cf7 | enable viral networks | 1981-08-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Mechanic | 48411.240 | 8 | 3 | 3 | 4 | 17 | 11 | 4.04 | 1.0 | Good | 821.27 | 39.826971 | No | 82.221471 | 179.766187 | High_spent_Medium_value_payments | 418.639342 | Standard | 223 |
40 | Manager | 123847.040 | 1 | 4 | 7 | 2 | 5 | 8 | 11.05 | 0.0 | Good | 1417.89 | 38.247702 | NM | 116.774090 | 553.572537 | High_spent_Small_value_payments | 645.212040 | Standard | 354 |
28 | Doctor | 45139.080 | 7 | 9 | 19 | 6 | 16 | 22 | 5.16 | 11.0 | Bad | 1419.66 | 38.560370 | Yes | 153.446082 | 0.000000 | High_spent_Medium_value_payments | 370.789821 | Standard | 168 |
48 | Engineer | 77480.730 | 4 | 6 | 4 | 2 | 0 | 20 | 9.28 | 8.0 | Good | 1311.24 | 28.127386 | No | 127.185567 | 228.848441 | High_spent_Small_value_payments | 536.538742 | Good | 350 |
45 | Developer | 62565.600 | 8 | 8 | 24 | 4 | 17 | 20 | 6.94 | 8.0 | Bad | 1401.39 | 39.883260 | Yes | 146.363619 | 292.563906 | Low_spent_Medium_value_payments | 349.752475 | Poor | 180 |
26 | Media_Manager | 83722.160 | 3 | 3 | 1 | 3 | 0 | 5 | 10.90 | 4.0 | Good | 964.15 | 39.791840 | No | 157.970749 | 268.977134 | High_spent_Medium_value_payments | 550.136783 | Standard | 196 |
34 | Accountant | 24192.590 | 3 | 7 | 19 | 2 | 19 | 13 | 8.78 | 0.0 | Standard | 974.45 | 30.155704 | Yes | 34.503561 | 232.584980 | Low_spent_Small_value_payments | 251.116376 | Standard | 190 |
36 | Architect | 119889.750 | 1 | 3 | 6 | 1 | 16 | 1 | 11.27 | 2.0 | Good | 489.86 | 29.735696 | No | 71.192727 | 1258.433440 | Low_spent_Small_value_payments | 0.000000 | Good | 200 |
38 | Lawyer | 38580.050 | 0 | 5 | 4 | 1 | 9 | 6 | 7.73 | 4.0 | Good | 211.92 | 34.341798 | No | 16.225210 | 55.212586 | High_spent_Large_value_payments | 507.062621 | Poor | 335 |
50 | Manager | 44708.140 | 3 | 1 | 11 | 0 | 0 | 4 | 11.55 | 4.0 | Good | 352.44 | 34.850466 | No | 0.000000 | 91.693132 | High_spent_Large_value_payments | 513.674702 | Good | 247 |
35 | Writer | 41547.990 | 0 | 7 | 8 | 3 | 19 | 8 | 10.38 | 2.0 | Good | 1156.82 | 27.779657 | No | 78.799975 | 143.467909 | Low_spent_Small_value_payments | 386.965367 | Poor | 0 |
25 | Mechanic | 40341.160 | 2 | 5 | 1 | 4 | 6 | 11 | 7.33 | 2.0 | Good | 1183.73 | 40.170043 | No | 113.021103 | 0.000000 | High_spent_Large_value_payments | 436.552082 | Standard | 241 |
42 | Architect | 29062.920 | 6 | 3 | 8 | 1 | 29 | 14 | 13.94 | 4.0 | Standard | 50.19 | 30.065341 | Yes | 14.516223 | 161.308341 | Low_spent_Small_value_payments | 346.066436 | Poor | 245 |
25 | Accountant | 63010.840 | 1 | 5 | 6 | 1 | 19 | 12 | 8.19 | 1.0 | Good | 180.51 | 31.205459 | No | 34.692736 | 66.972380 | High_spent_Medium_value_payments | 703.425217 | Standard | 310 |
31 | Developer | 35452.340 | 7 | 6 | 12 | 2 | 27 | 17 | 13.97 | 7.0 | Standard | 1442.31 | 24.096019 | NM | 46.376753 | 61.783709 | High_spent_Large_value_payments | 452.775705 | Standard | 190 |
18 | Accountant | 16310.840 | 7 | 6 | 8 | 4 | 7 | 17 | 5.29 | 3.0 | Standard | 217.40 | 30.904003 | No | 35.569760 | 119.355249 | Low_spent_Small_value_payments | 268.398658 | Standard | 262 |
48 | Scientist | 78749.900 | 0 | 5 | 5 | 2 | 10 | 5 | 4.17 | 4.0 | Good | 807.52 | 37.759319 | No | 129.554089 | 0.000000 | High_spent_Large_value_payments | 636.485827 | Good | 262 |
27 | Journalist | 86210.790 | 8 | 7 | 12 | 0 | 30 | 9 | 3.96 | 2.0 | Standard | 587.61 | 32.421233 | No | 0.000000 | 63.013944 | High_spent_Large_value_payments | 891.209306 | Standard | 376 |
51 | Musician | 34640.230 | 6 | 4 | 10 | 1 | 12 | 11 | 13.10 | 2.0 | Standard | 714.20 | 35.459115 | Yes | 26.838084 | 61.090566 | High_spent_Large_value_payments | 441.839933 | Standard | 271 |
45 | Lawyer | 20884.580 | 6 | 6 | 15 | 1 | 7 | 12 | 16.15 | 3.0 | Standard | 22.45 | 30.011606 | Yes | 12.480008 | 125.779236 | Low_spent_Large_value_payments | 317.278922 | Standard | 284 |
42 | Entrepreneur | 32265.260 | 4 | 4 | 18 | 4 | 24 | 9 | 10.17 | 7.0 | Standard | 105.11 | 36.681652 | Yes | 64.446336 | 361.244206 | Low_spent_Small_value_payments | 131.686624 | Standard | 249 |
19 | Entrepreneur | 99934.890 | 3 | 4 | 8 | 4 | 0 | 4 | 9.20 | 2.0 | Good | 108.28 | 32.866393 | No | 176.280370 | 158.410436 | High_spent_Medium_value_payments | 741.499944 | Good | 195 |
43 | Developer | 69571.300 | 5 | 7 | 2 | 0 | 5 | 4 | 0.98 | 5.0 | Good | 36.92 | 31.781891 | No | 0.000000 | 224.638881 | High_spent_Small_value_payments | 615.921952 | Standard | 276 |
26 | Architect | 31615.000 | 7 | 4 | 5 | 4 | 12 | 10 | 19.31 | 6.0 | Standard | 330.21 | 23.300155 | Yes | 66.634887 | 99.214579 | High_spent_Medium_value_payments | 349.908868 | Standard | 235 |
29 | Doctor | 33999.480 | 8 | 3 | 20 | 0 | 29 | 13 | 17.08 | 6.0 | Standard | 1373.82 | 32.963151 | Yes | 0.000000 | 101.832809 | High_spent_Medium_value_payments | 421.196191 | Standard | 257 |
31 | Architect | 76769.580 | 3 | 5 | 7 | 3 | 19 | 0 | 17.49 | 3.0 | Good | 19.43 | 31.520317 | No | 190.553852 | 714.588126 | Low_spent_Small_value_payments | 5.204522 | Good | 266 |
31 | Developer | 76714.080 | 0 | 7 | 11 | 3 | 5 | 2 | 6.78 | 3.0 | Good | 1126.30 | 37.229729 | No | 101.283725 | 298.844181 | High_spent_Small_value_payments | 500.056094 | Standard | 254 |
23 | Developer | 14901.880 | 7 | 7 | 13 | 1 | 13 | 0 | 8.38 | 3.0 | Standard | 932.33 | 34.319385 | No | 7.293280 | 93.590838 | Low_spent_Small_value_payments | 325.398215 | Standard | 234 |
27 | Engineer | 16128.395 | 7 | 3 | 10 | 3 | 23 | 14 | 12.54 | 11.0 | Standard | 1212.99 | 30.873861 | Yes | 36.344052 | 69.648155 | Low_spent_Large_value_payments | 290.411085 | Standard | 207 |
55 | Entrepreneur | 35681.420 | 4 | 4 | 6 | 2 | 15 | 0 | 10.32 | 2.0 | Standard | 133.30 | 31.193420 | No | 53.778692 | 234.527538 | Low_spent_Large_value_payments | 273.538937 | Standard | 297 |
38 | Accountant | 14871.095 | 3 | 3 | 7 | 2 | 10 | 2 | 8.62 | 4.0 | Good | 725.09 | 26.173049 | No | 23.619092 | 81.009891 | Low_spent_Medium_value_payments | 269.596808 | Good | 199 |
38 | Manager | 15319.650 | 6 | 7 | 15 | 4 | 54 | 15 | 20.13 | 6.0 | Bad | 1453.61 | 38.987835 | Yes | 28.182033 | 70.241785 | Low_spent_Large_value_payments | 317.639931 | Poor | 0 |
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