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ID | Описание | Дата |
---|---|---|
1abaeb88-d756-469f-99e9-53be225b159d | disintermediate B2B web services | 1971-10-20 |
d3cbce91-bb87-445f-8d59-2999cbeacbc7 | re-intermediate cross-platform web services | 1990-01-14 |
83891da7-cde6-4194-ad20-bfc01b5bd808 | harness innovative e-business | 2013-02-01 |
6022781e-af6a-4e03-b59c-9006820fe5ed | generate magnetic convergence | 2007-12-06 |
7d1d3960-be41-4745-8fce-4365ec7d39b0 | engineer enterprise e-commerce | 1988-04-04 |
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 | Scientist | 31993.780 | 6 | 6 | 7 | 2 | 8 | 14 | 6.28 | 0.0 | Standard | 818.22 | 25.369597 | Yes | 45.141298 | 81.998835 | Low_spent_Medium_value_payments | 447.074700 | Standard | 202 |
18 | Journalist | 21846.060 | 2 | 6 | 8 | 2 | 6 | 9 | 0.95 | 3.0 | Good | 284.95 | 29.589693 | NM | 22.095944 | 59.618534 | Low_spent_Large_value_payments | 386.136022 | Good | 222 |
27 | Writer | 29344.530 | 5 | 7 | 10 | 2 | 18 | 13 | 8.19 | 7.0 | Standard | 779.69 | 28.601999 | Yes | 24.675390 | 190.946254 | Low_spent_Small_value_payments | 330.616106 | Standard | 143 |
33 | Teacher | 81427.020 | 2 | 2 | 3 | 4 | 6 | 0 | 2.35 | 1.0 | Good | 17.81 | 36.759574 | No | 144.151019 | 100.790184 | High_spent_Large_value_payments | 682.817298 | Good | 222 |
41 | Journalist | 83079.720 | 6 | 3 | 5 | 3 | 8 | 0 | 15.96 | 11.0 | Standard | 780.22 | 32.920323 | Yes | 170.364095 | 124.107009 | High_spent_Large_value_payments | 618.959896 | Standard | 182 |
29 | Scientist | 35235.450 | 6 | 4 | 15 | 1 | 18 | 8 | 12.41 | 12.0 | Standard | 1140.68 | 31.360775 | Yes | 23.125098 | 24.408265 | High_spent_Large_value_payments | 497.295388 | Standard | 212 |
53 | Mechanic | 22933.450 | 8 | 7 | 19 | 4 | 30 | 0 | 6.52 | 4.0 | Standard | 328.94 | 32.786902 | Yes | 38.756003 | 0.000000 | Low_spent_Small_value_payments | 270.016851 | Standard | 238 |
20 | Mechanic | 33146.840 | 6 | 4 | 11 | 1 | 26 | 16 | 16.83 | 5.0 | Standard | 168.46 | 25.336700 | NM | 19.921125 | 124.630059 | Low_spent_Medium_value_payments | 405.872483 | Standard | 379 |
29 | Accountant | 14189.300 | 8 | 3 | 23 | 2 | 10 | 9 | 17.02 | 12.0 | Standard | 1281.77 | 24.975511 | Yes | 19.792811 | 41.866527 | Low_spent_Small_value_payments | 325.684828 | Poor | 224 |
31 | Teacher | 75908.660 | 4 | 4 | 12 | 4 | 7 | 0 | 8.49 | 0.0 | Good | 58.50 | 38.966181 | No | 186.257397 | 309.632480 | High_spent_Small_value_payments | 386.182290 | Good | 389 |
54 | Teacher | 43885.430 | 1 | 2 | 11 | 2 | 16 | 8 | 1.99 | 0.0 | Good | 168.53 | 41.129514 | No | 51.655833 | 145.608539 | High_spent_Medium_value_payments | 412.347545 | Standard | 357 |
16 | Writer | 17496.350 | 3 | 4 | 19 | 5 | 11 | 16 | 9.59 | 12.0 | Standard | 1283.15 | 34.738625 | Yes | 47.417906 | 62.173800 | High_spent_Medium_value_payments | 289.911211 | Poor | 86 |
38 | Accountant | 29943.550 | 4 | 5 | 6 | 3 | 2 | 5 | 11.10 | 3.0 | Good | 348.19 | 30.749091 | No | 62.416375 | 132.353513 | Low_spent_Medium_value_payments | 328.459696 | Standard | 314 |
34 | Mechanic | 71508.270 | 7 | 6 | 13 | 4 | 12 | 20 | 10.47 | 2.0 | Standard | 1266.04 | 38.041364 | Yes | 132.096847 | 316.416689 | Low_spent_Medium_value_payments | 430.888714 | Standard | 312 |
49 | Media_Manager | 26440.130 | 5 | 6 | 12 | 4 | 28 | 15 | 6.79 | 5.0 | Good | 68.29 | 28.286200 | No | 61.181749 | 266.234685 | Low_spent_Small_value_payments | 179.917983 | Good | 292 |
24 | Mechanic | 21719.900 | 5 | 5 | 11 | 0 | 16 | 9 | 7.73 | 3.0 | Good | 557.02 | 32.578136 | No | 0.000000 | 114.792346 | Low_spent_Small_value_payments | 376.906821 | Poor | 279 |
39 | Mechanic | 32749.150 | 0 | 2 | 3 | 4 | 2 | 8 | 6.46 | 3.0 | Good | 98.55 | 36.470863 | No | 105.362019 | 198.893320 | Low_spent_Medium_value_payments | 235.854244 | Good | 269 |
55 | Teacher | 83859.840 | 8 | 4 | 14 | 0 | 26 | 15 | 7.41 | 2.0 | Standard | 881.24 | 28.840902 | No | 0.000000 | 246.174720 | High_spent_Medium_value_payments | 679.757280 | Standard | 222 |
54 | Architect | 18140.575 | 1 | 4 | 5 | 1 | 12 | 0 | 2.09 | 4.0 | Good | 850.70 | 34.847933 | NM | 7.954928 | 25.202176 | High_spent_Medium_value_payments | 393.314355 | Standard | 204 |
28 | Teacher | 81126.780 | 0 | 3 | 1 | 2 | 13 | 7 | 6.22 | 3.0 | Good | 316.07 | 24.752622 | No | 127.999819 | 133.297961 | High_spent_Large_value_payments | 667.258720 | Good | 354 |
21 | Entrepreneur | 89864.280 | 5 | 5 | 1 | 3 | 10 | 10 | 2.12 | 2.0 | Good | 620.76 | 28.186048 | No | 173.044420 | 736.914919 | Low_spent_Small_value_payments | 133.909661 | Good | 222 |
47 | Mechanic | 21112.760 | 3 | 3 | 16 | 4 | 12 | 14 | 15.11 | 9.0 | Standard | 1439.72 | 28.557911 | NM | 42.383392 | 0.000000 | High_spent_Small_value_payments | 350.176522 | Standard | 0 |
20 | Journalist | 16380.170 | 4 | 5 | 8 | 0 | 27 | 0 | 11.58 | 2.0 | Standard | 996.18 | 29.966083 | No | 0.000000 | 144.001725 | Low_spent_Medium_value_payments | 280.099692 | Standard | 230 |
44 | Engineer | 52110.560 | 6 | 5 | 19 | 1 | 12 | 19 | 13.20 | 1.0 | Standard | 1251.99 | 25.354361 | Yes | 23.740912 | 146.159219 | High_spent_Small_value_payments | 542.254536 | Standard | 393 |
45 | Lawyer | 13139.855 | 5 | 5 | 15 | 1 | 8 | 7 | 8.54 | 3.0 | Standard | 361.58 | 33.507142 | No | 7.183338 | 37.081494 | High_spent_Small_value_payments | 317.333959 | Standard | 286 |
30 | Architect | 21639.390 | 3 | 4 | 7 | 1 | 21 | 12 | 9.71 | 4.0 | Standard | 1066.41 | 33.257081 | NM | 12.131866 | 0.000000 | High_spent_Large_value_payments | 355.365946 | Standard | 277 |
27 | Architect | 39089.090 | 2 | 4 | 1 | 3 | 6 | 8 | 5.10 | 3.0 | Good | 474.96 | 38.711520 | No | 53.515554 | 312.973732 | Low_spent_Small_value_payments | 232.453130 | Standard | 228 |
38 | Musician | 33834.470 | 3 | 4 | 8 | 0 | 3 | 5 | 1.63 | 5.0 | Good | 215.35 | 32.443079 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 436.153440 | Poor | 378 |
21 | Doctor | 41351.460 | 5 | 5 | 14 | 0 | 26 | 0 | 6.99 | 3.0 | Standard | 727.13 | 26.349918 | NM | 0.000000 | 66.297584 | High_spent_Medium_value_payments | 538.097916 | Standard | 363 |
19 | Writer | 41995.640 | 7 | 6 | 7 | 4 | 17 | 12 | 16.73 | 7.0 | Standard | 1072.63 | 32.653552 | Yes | 87.543999 | 22.464811 | High_spent_Large_value_payments | 471.654857 | Standard | 187 |
55 | Doctor | 24466.500 | 4 | 7 | 6 | 3 | 21 | 20 | 11.41 | 4.0 | Standard | 858.45 | 24.677893 | Yes | 41.129093 | 186.060442 | Low_spent_Small_value_payments | 295.397965 | Standard | 0 |
44 | Writer | 43534.900 | 3 | 6 | 15 | 4 | 8 | 21 | 16.51 | 4.0 | Standard | 314.58 | 30.751950 | NM | 100.408045 | 289.265869 | Low_spent_Large_value_payments | 256.216919 | Standard | 220 |
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