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ID | Описание | Дата |
---|---|---|
eb605b68-ade8-492b-a6e3-2dadf78ffb3e | optimize real-time e-commerce | 1988-07-06 |
50f2ff25-2f2c-464c-b141-5822f0878ca2 | mesh user-centric synergies | 1998-06-16 |
7c3db985-2a07-4f34-a31e-aa065c74a717 | maximize clicks-and-mortar convergence | 1999-07-10 |
d83cf386-e117-436c-8e0a-6b81d0ba3434 | productize vertical architectures | 2019-04-25 |
6ac9a236-70bb-453b-b9fa-3211af549957 | redefine transparent convergence | 2017-04-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Accountant | 174304.040 | 1 | 3 | 12 | 0 | 10 | 7 | 1.96 | 2.0 | Good | 461.16 | 45.696975 | NM | 0.000000 | 411.409054 | Low_spent_Large_value_payments | 1304.424612 | Standard | 359 |
47 | Scientist | 86189.580 | 5 | 3 | 12 | 4 | 28 | 7 | 8.15 | 8.0 | Good | 1425.02 | 28.733728 | No | 154.973533 | 703.518601 | Low_spent_Medium_value_payments | 134.254366 | Standard | 220 |
30 | Manager | 78290.360 | 6 | 3 | 13 | 0 | 29 | 18 | 9.59 | 3.0 | Standard | 952.61 | 28.280844 | No | 0.000000 | 279.547031 | Low_spent_Large_value_payments | 655.272635 | Standard | 281 |
39 | Developer | 64734.840 | 2 | 4 | 7 | 4 | 13 | 1 | 13.80 | 3.0 | Good | 593.94 | 41.309960 | No | 126.412412 | 202.981734 | High_spent_Small_value_payments | 486.262854 | Poor | 209 |
32 | Accountant | 38103.740 | 8 | 7 | 16 | 0 | 3 | 9 | 4.74 | 5.0 | Standard | 129.64 | 29.182422 | No | 0.000000 | 33.984864 | High_spent_Medium_value_payments | 533.546302 | Poor | 392 |
41 | Media_Manager | 12705.770 | 6 | 6 | 17 | 2 | 27 | 11 | 6.89 | 0.0 | Standard | 314.58 | 30.601739 | Yes | 14.587717 | 60.745656 | Low_spent_Large_value_payments | 310.648044 | Standard | 265 |
29 | Engineer | 101586.120 | 8 | 7 | 9 | 0 | 18 | 8 | 2.28 | 7.0 | Good | 597.31 | 35.589737 | No | 0.000000 | 464.200083 | Low_spent_Medium_value_payments | 643.650917 | Good | 345 |
37 | Accountant | 25899.180 | 8 | 4 | 9 | 3 | 12 | 9 | 0.00 | 6.0 | Standard | 69.74 | 28.950243 | Yes | 64.202459 | 263.825481 | Low_spent_Small_value_payments | 171.998560 | Standard | 398 |
29 | Lawyer | 31429.850 | 6 | 5 | 5 | 2 | 23 | 20 | 4.03 | 2.0 | Standard | 884.18 | 25.069992 | Yes | 48.437968 | 335.769148 | Low_spent_Small_value_payments | 193.708300 | Good | 0 |
45 | Teacher | 54876.200 | 3 | 4 | 8 | 5 | 15 | 14 | 11.01 | 7.0 | Standard | 310.47 | 30.035127 | Yes | 145.624243 | 181.303004 | High_spent_Medium_value_payments | 399.074419 | Standard | 178 |
50 | Mechanic | 21209.330 | 7 | 7 | 8 | 1 | 30 | 18 | 18.70 | 4.0 | Standard | 138.94 | 32.475908 | Yes | 17.303509 | 11.913020 | High_spent_Large_value_payments | 385.727888 | Standard | 290 |
23 | Entrepreneur | 3785971.000 | 8 | 4 | 11 | 1 | 10 | 9 | 5.71 | 5.0 | Good | 1413.55 | 24.014921 | No | 65.739050 | 451.653418 | Low_spent_Large_value_payments | 422.099532 | Good | 0 |
43 | Lawyer | 12931.560 | 4 | 4 | 9 | 3 | 19 | 20 | 18.51 | 3.0 | Standard | 752.86 | 26.397953 | Yes | 20.579155 | 99.125041 | Low_spent_Medium_value_payments | 295.158804 | Poor | 253 |
34 | Writer | 40032.160 | 5 | 5 | 3 | 2 | 15 | 0 | 7.08 | 6.0 | Good | 1058.13 | 36.157432 | No | 64.387219 | 60.671210 | High_spent_Medium_value_payments | 471.442904 | Good | 261 |
20 | Mechanic | 39052.470 | 5 | 4 | 9 | 2 | 3 | 11 | 2.65 | 1.0 | Good | 1284.22 | 32.435534 | No | 62.824217 | 134.342871 | High_spent_Small_value_payments | 404.470162 | Good | 396 |
35 | Musician | 14390.160 | 9 | 10 | 26 | 2 | 37 | 19 | 2.51 | 12.0 | Bad | 1327.91 | 29.295921 | Yes | 18.294212 | 98.057319 | Low_spent_Small_value_payments | 273.666469 | Poor | 187 |
45 | Teacher | 106444.680 | 8 | 4 | 10 | 0 | 8 | 13 | 17.96 | 6.0 | Standard | 959.18 | 25.667017 | Yes | 0.000000 | 753.007714 | Low_spent_Medium_value_payments | 428.531286 | Standard | 374 |
45 | Developer | 105675.600 | 7 | 5 | 18 | 0 | 15 | 17 | 8.45 | 1.0 | Standard | 941.61 | 39.638631 | No | 0.000000 | 318.528823 | Low_spent_Large_value_payments | 840.901177 | Standard | 380 |
44 | Engineer | 15835.495 | 4 | 4 | 5 | 3 | 20 | 20 | 7.92 | 0.0 | Good | 16.42 | 31.070396 | No | 30.707565 | 0.000000 | Low_spent_Medium_value_payments | 288.763681 | Good | 334 |
23 | Teacher | 136726.680 | 0 | 7 | 2 | 2 | 11 | 12 | 2.35 | 6.0 | Good | 1299.02 | 33.107039 | No | 174.292375 | 505.188713 | Low_spent_Medium_value_payments | 730.507912 | Standard | 343 |
20 | Doctor | 38007.660 | 6 | 6 | 10 | 7 | 27 | 5 | 12.57 | 7.0 | Standard | 842.40 | 37.093804 | NM | 181.464013 | 132.043254 | High_spent_Medium_value_payments | 268.523234 | Standard | 0 |
52 | Lawyer | 54426.180 | 4 | 6 | 12 | 4 | 11 | 13 | 2.74 | 6.0 | Standard | 865.04 | 35.302446 | No | 137.767461 | 172.758384 | High_spent_Medium_value_payments | 394.125655 | Standard | 361 |
34 | Architect | 17785.930 | 3 | 7 | 1 | 2 | 8 | 13 | 1.74 | 6.0 | Good | 849.81 | 30.620586 | No | 14.921847 | 0.000000 | Low_spent_Medium_value_payments | 382.101993 | Poor | 314 |
49 | Entrepreneur | 16204.640 | 4 | 5 | 7 | 1 | 14 | 20 | 5.97 | 3.0 | Good | 83.90 | 32.768331 | No | 8.897017 | 98.299696 | Low_spent_Medium_value_payments | 332.441953 | Poor | 257 |
48 | Doctor | 19641.665 | 0 | 6 | 10 | 0 | 15 | 12 | 6.89 | 1.0 | Good | 1230.89 | 38.355365 | NM | 0.000000 | 161.474751 | Low_spent_Large_value_payments | 288.105791 | Poor | 357 |
20 | Scientist | 14176.215 | 7 | 4 | 7 | 2 | 30 | 20 | 19.81 | 7.0 | Standard | 399.68 | 30.544557 | Yes | 19.215652 | 0.000000 | Low_spent_Small_value_payments | 302.817514 | Standard | 149 |
20 | Musician | 109547.100 | 6 | 4 | 11 | 0 | 19 | 6 | 9.92 | 1.0 | Standard | 171.64 | 26.969509 | Yes | 0.000000 | 949.596208 | Low_spent_Small_value_payments | 249.096292 | Standard | 252 |
14 | Musician | 30393.470 | 3 | 7 | 8 | 1 | 26 | 13 | 13.66 | 7.0 | Standard | 648.66 | 34.402101 | Yes | 13.590246 | 93.042765 | High_spent_Medium_value_payments | 419.445906 | Standard | 163 |
22 | Journalist | 14027.195 | 0 | 4 | 3 | 3 | 16 | 0 | 5.60 | 3.0 | Good | 1462.95 | 30.222188 | No | 30.651798 | 145.498140 | Low_spent_Small_value_payments | 234.943354 | Good | 240 |
36 | Engineer | 82240.980 | 3 | 5 | 3 | 1 | 13 | 2 | 10.90 | 1.0 | Good | 624.62 | 30.702802 | No | 57.200881 | 46.932577 | High_spent_Large_value_payments | 834.608042 | Standard | 295 |
31 | Architect | 36698.530 | 5 | 1 | 8 | 0 | 5 | 3 | 6.45 | 2.0 | Good | 1121.74 | 27.116766 | No | 0.000000 | 253.846252 | Low_spent_Large_value_payments | 318.974831 | Good | 254 |
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