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ID | Описание | Дата |
---|---|---|
108fe5b3-8427-4cc7-91af-39cff004a6bf | strategize virtual schemas | 2004-11-15 |
2dc82011-c334-4392-9840-2f9acc0656de | scale front-end web services | 2004-08-30 |
2bec9223-824d-4eb4-bec2-214f1ba16900 | re-intermediate interactive web services | 2003-10-28 |
e39f4e06-3870-42d8-8229-ef07cd3a37b9 | benchmark ubiquitous e-tailers | 2018-05-28 |
c496c879-7d87-4e0f-8135-eb370e03c3e8 | empower innovative e-services | 1975-02-19 |
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 | 28 | 15 | 12.78 | 5.0 | Standard | 486.05 | 32.846065 | Yes | 20.887196 | 43.917269 | Low_spent_Medium_value_payments | 316.555868 | Standard | 139 |
28 | Lawyer | 72140.070 | 6 | 5 | 9 | 1 | 23 | 10 | 14.52 | 5.0 | Standard | 638.12 | 39.937507 | Yes | 52.448822 | 0.000000 | Low_spent_Small_value_payments | 451.135648 | Standard | 341 |
52 | Teacher | 17727.930 | 6 | 5 | 15 | 4 | 6 | 0 | 9.80 | 3.0 | Standard | 1017.20 | 27.052148 | Yes | 37.831855 | 76.858939 | Low_spent_Small_value_payments | 310.241956 | Standard | 313 |
23 | Media_Manager | 18231.520 | 6 | 5 | 15 | 9 | 35 | 17 | 1.83 | 7.0 | Bad | 1358.96 | 32.004869 | Yes | 86.608647 | 27.192381 | High_spent_Large_value_payments | 271.028306 | Poor | 178 |
36 | Architect | 17604.075 | 7 | 7 | 13 | 3 | 11 | 15 | 4.10 | 5.0 | Standard | 353.62 | 31.174237 | No | 37.543836 | 67.550523 | Low_spent_Large_value_payments | 288.506266 | Standard | 304 |
52 | Journalist | 14274.540 | 7 | 6 | 10 | 0 | 19 | 11 | 8.13 | 5.0 | Good | 1251.36 | 29.299690 | No | 0.000000 | 128.262088 | Low_spent_Small_value_payments | 260.992412 | Poor | 340 |
42 | Mechanic | 75723.810 | 5 | 7 | 1 | 0 | 7 | 20 | 3.96 | 6.0 | Good | 1198.09 | 31.970448 | NM | 0.000000 | 58.201913 | High_spent_Large_value_payments | 795.929837 | Good | 399 |
19 | Journalist | 73928.780 | 8 | 7 | 11 | 3 | 5 | 18 | 13.54 | 8.0 | Standard | 1457.45 | 31.613275 | Yes | 150.559820 | 170.579696 | High_spent_Medium_value_payments | 551.333651 | Standard | 233 |
20 | Architect | 71633.480 | 5 | 4 | 3 | 0 | 10 | 7 | 9.18 | 6.0 | Good | 157.93 | 34.755271 | NM | 0.000000 | 67.632821 | High_spent_Large_value_payments | 750.712846 | Standard | 395 |
42 | Developer | 21591.900 | 4 | 3 | 1 | 4 | 11 | 17 | 4.59 | 8.0 | Standard | 698.66 | 28.670953 | No | 62.813590 | 175.014864 | Low_spent_Small_value_payments | 250.504046 | Good | 379 |
41 | Engineer | 27392.760 | 3 | 3 | 17 | 3 | 17 | 12 | 17.33 | 10.0 | Standard | 1148.91 | 25.449280 | Yes | 42.548515 | 71.938171 | High_spent_Medium_value_payments | 391.186314 | Standard | 393 |
23 | Developer | 11486.080 | 8 | 7 | 11 | 3 | 14 | 9 | 11.73 | 4.0 | Standard | 550.98 | 30.446963 | Yes | 23.083111 | 57.624064 | Low_spent_Small_value_payments | 316.010159 | Standard | 201 |
54 | Writer | 141219.080 | 5 | 7 | 11 | 0 | 13 | 10 | 7.15 | 2.0 | Good | 1126.33 | 33.366980 | NM | 0.000000 | 294.569269 | High_spent_Medium_value_payments | 1131.556398 | Standard | 235 |
26 | Engineer | 22709.940 | 6 | 7 | 13 | 4 | 7 | 10 | 11.59 | 3.0 | Standard | 994.73 | 31.603393 | No | 44.989508 | 40.468130 | High_spent_Small_value_payments | 380.291862 | Standard | 259 |
24 | Musician | 17641.460 | 8 | 5 | 5 | 2 | 33 | 13 | 11.63 | 4.0 | Standard | 322.43 | 39.836910 | Yes | 15.357277 | 38.343983 | High_spent_Medium_value_payments | 366.610907 | Standard | 75 |
47 | Scientist | 122658.640 | 8 | 3 | 14 | 2 | 30 | 12 | 11.98 | 2.0 | Standard | 210.65 | 40.951232 | No | 155.410141 | 274.687129 | Low_spent_Large_value_payments | 841.958064 | Standard | 367 |
29 | Accountant | 70802.280 | 7 | 5 | 15 | 0 | 28 | 10 | 17.74 | 1.0 | Standard | 684.53 | 32.532536 | NM | 0.000000 | 122.662742 | High_spent_Large_value_payments | 724.656258 | Standard | 0 |
38 | Architect | 10917.655 | 5 | 4 | 19 | 6 | 8 | 0 | 16.49 | 7.0 | Standard | 278.25 | 36.838047 | NM | 94.311966 | 74.373317 | Low_spent_Small_value_payments | 293.303406 | Standard | 179 |
52 | Developer | 35532.880 | 8 | 6 | 11 | 2 | 29 | 15 | 9.21 | 1.0 | Good | 448.66 | 24.965323 | NM | 31.821299 | 103.439799 | High_spent_Small_value_payments | 412.146235 | Good | 0 |
36 | Architect | 15382.875 | 1 | 7 | 3 | 3 | 8 | 12 | 11.98 | 4.0 | Good | 893.47 | 31.608236 | No | 23.907554 | 104.245363 | High_spent_Small_value_payments | 284.137708 | Standard | 242 |
27 | Architect | 31897.350 | 4 | 7 | 6 | 0 | 17 | 11 | 6.88 | 4.0 | Standard | 1116.03 | 29.104258 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 462.187173 | Standard | 268 |
55 | Scientist | 73490.500 | 6 | 7 | 18 | 2 | 13 | 15 | 11.71 | 6.0 | Standard | 33.14 | 34.422698 | NM | 104.083707 | 415.837541 | Low_spent_Large_value_payments | 373.199585 | Standard | 387 |
39 | Scientist | 40793.330 | 5 | 1 | 8 | 2 | 3 | 5 | 3.59 | 0.0 | Good | 1039.62 | 27.660977 | NM | 57.343450 | 88.920313 | High_spent_Medium_value_payments | 421.180654 | Good | 304 |
21 | Entrepreneur | 16047.010 | 7 | 3 | 19 | 1 | 4 | 12 | 12.89 | 8.0 | Standard | 183.15 | 32.860555 | Yes | 8.245354 | 182.628214 | Low_spent_Small_value_payments | 235.251516 | Standard | 285 |
34 | Architect | 40295.720 | 2 | 4 | 5 | 3 | 16 | 1 | 10.04 | 5.0 | Good | 457.44 | 39.848267 | No | 77.096024 | 142.787548 | High_spent_Small_value_payments | 402.914095 | Poor | 215 |
47 | Lawyer | 27589.120 | 4 | 5 | 15 | 1 | 20 | 20 | 6.89 | 3.0 | Standard | 99.33 | 30.080536 | No | 22.087934 | 164.404399 | Low_spent_Large_value_payments | 317.817000 | Standard | 234 |
19 | Mechanic | 39558.230 | 4 | 3 | 4 | 1 | 2 | 12 | 5.69 | 0.0 | Good | 349.48 | 38.460422 | No | 20.626402 | 358.017331 | Low_spent_Small_value_payments | 265.608183 | Good | 368 |
21 | Writer | 31655.900 | 2 | 4 | 4 | 2 | 6 | 3 | 3.99 | 0.0 | Good | 1344.30 | 28.571753 | No | 31.689873 | 68.411227 | High_spent_Small_value_payments | 411.598067 | Good | 189 |
24 | Engineer | 33475.630 | 8 | 7 | 16 | 0 | 17 | 16 | 11.60 | 6.0 | Standard | 666.72 | 25.690758 | Yes | 0.000000 | 115.307010 | High_spent_Medium_value_payments | 438.056573 | Standard | 270 |
25 | Teacher | 116034.930 | 1 | 5 | 9 | 1 | 6 | 10 | 6.24 | 0.0 | Good | 455.00 | 31.600099 | No | 74.614289 | 107.301327 | High_spent_Large_value_payments | 1002.742134 | Good | 213 |
48 | Developer | 115476.120 | 1 | 7 | 5 | 0 | 0 | 10 | 12.58 | 0.0 | Good | 162.90 | 43.713560 | No | 0.000000 | 121.065040 | High_spent_Medium_value_payments | 1114.035960 | Poor | 375 |
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