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ID | Описание | Дата |
---|---|---|
4f0e12e3-14b6-43ee-9468-c4d2671ddf2a | deploy collaborative bandwidth | 1994-07-24 |
257212ee-4307-4199-b8c2-b6bd342a05ee | redefine front-end solutions | 1995-05-08 |
d7f9b5c3-0f31-499e-acf6-2e641f5e6d59 | innovate cross-platform info-mediaries | 1971-04-02 |
4364b4a5-d7e0-4c16-b246-d882ecf3e2ee | evolve out-of-the-box networks | 2009-04-15 |
164d31db-760a-47f1-9978-847da3bdadb5 | whiteboard robust channels | 2023-05-19 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Architect | 30390.440 | 5 | 6 | 5 | 4 | 16 | 20 | 8.36 | 4.0 | Standard | 580.31 | 31.075041 | No | 64.848038 | 225.919788 | Low_spent_Small_value_payments | 271.385840 | Standard | 296 |
33 | Lawyer | 96826.960 | 8 | 5 | 7 | 0 | 13 | 20 | 8.76 | 5.0 | Standard | 1290.07 | 33.424944 | No | 0.000000 | 88.476804 | High_spent_Large_value_payments | 944.914529 | Standard | 312 |
25 | Scientist | 64493.460 | 6 | 7 | 6 | 2 | 17 | 21 | 14.83 | 1.0 | Standard | 165.76 | 32.819452 | Yes | 63.088712 | 158.094037 | High_spent_Medium_value_payments | 570.162751 | Standard | 305 |
33 | Writer | 100716.360 | 8 | 4 | 17 | 0 | 7 | 8 | 5.69 | 6.0 | Standard | 605.24 | 29.137599 | No | 0.000000 | 365.645148 | Low_spent_Medium_value_payments | 755.657852 | Poor | 197 |
45 | Doctor | 30587.680 | 6 | 7 | 15 | 6 | 9 | 20 | 13.77 | 4.0 | Standard | 1005.50 | 33.910217 | Yes | 108.119164 | 126.002551 | High_spent_Small_value_payments | 301.875618 | Standard | 0 |
37 | Media_Manager | 28949.600 | 3 | 5 | 2 | 3 | 12 | 10 | 1.45 | 9.0 | Good | 405.51 | 36.223441 | No | 51.267120 | 272.962898 | Low_spent_Small_value_payments | 221.216649 | Standard | 350 |
42 | Writer | 20498.120 | 7 | 6 | 32 | 2 | 16 | 15 | 4.58 | 11.0 | Standard | 1473.64 | 36.590972 | Yes | 31.917447 | 132.415196 | Low_spent_Small_value_payments | 281.585024 | Poor | 235 |
37 | Media_Manager | 67097.280 | 3 | 3 | 11 | 4 | 18 | 15 | 11.16 | 4.0 | Standard | 1138.96 | 32.970813 | Yes | 179.281730 | 54.401076 | High_spent_Large_value_payments | 543.361194 | Good | 272 |
37 | Entrepreneur | 20426.380 | 1 | 7 | 11 | 4 | 0 | 4 | 3.45 | 1.0 | Good | 622.66 | 26.685132 | No | 44.639494 | 76.558288 | High_spent_Small_value_payments | 304.122051 | Standard | 388 |
19 | Doctor | 23489.780 | 7 | 5 | 12 | 4 | 16 | 13 | 3.54 | 0.0 | Standard | 530.44 | 31.047538 | No | 49.048653 | 46.449438 | High_spent_Large_value_payments | 366.650075 | Good | 303 |
39 | Scientist | 36993.940 | 1 | 7 | 9 | 2 | 24 | 3 | 2.91 | 9.0 | Good | 283.01 | 40.003292 | No | 55.701689 | 0.000000 | Low_spent_Small_value_payments | 237.555794 | Poor | 275 |
42 | Manager | 62825.900 | 6 | 6 | 3 | 0 | 16 | 16 | 6.16 | 5.0 | Good | 163.32 | 41.736518 | No | 0.000000 | 140.481193 | High_spent_Small_value_payments | 659.967974 | Poor | 394 |
53 | Musician | 41115.080 | 3 | 7 | 12 | 1 | 17 | 22 | 2.92 | 4.0 | Standard | 393.39 | 29.945630 | No | 31.420128 | 113.247064 | High_spent_Medium_value_payments | 443.158474 | Standard | 293 |
21 | Manager | 40100.450 | 0 | 4 | 7 | 0 | 7 | 14 | 7.16 | 4.0 | Good | 821.74 | 25.010595 | No | 0.000000 | 175.719088 | Low_spent_Large_value_payments | 422.351329 | Standard | 395 |
19 | Teacher | 44806.600 | 0 | 3 | 7 | 4 | 15 | 6 | 11.87 | 0.0 | Good | 176.26 | 38.516116 | No | 109.555808 | 0.000000 | High_spent_Large_value_payments | 494.510257 | Poor | 263 |
46 | Developer | 11646.925 | 7 | 4 | 7 | 0 | 26 | 9 | 4.54 | 6.0 | Good | 782.26 | 24.488122 | No | 0.000000 | 72.285189 | Low_spent_Large_value_payments | 311.272520 | Standard | 395 |
26 | Entrepreneur | 24858.670 | 8 | 6 | 11 | 2 | 26 | 16 | 2.99 | 1.0 | Good | 585.59 | 30.863372 | No | 35.193365 | 73.288296 | Low_spent_Large_value_payments | 359.273922 | Good | 185 |
41 | Manager | 88709.790 | 4 | 5 | 11 | 0 | 11 | 12 | 9.09 | 0.0 | Good | 1452.43 | 38.002934 | No | 0.000000 | 395.708526 | Low_spent_Medium_value_payments | 647.939724 | Good | 288 |
27 | Lawyer | 34797.740 | 6 | 4 | 7 | 3 | 26 | 9 | 3.08 | 3.0 | Standard | 874.86 | 35.312218 | Yes | 56.274078 | 347.415928 | Low_spent_Small_value_payments | 177.491161 | Standard | 378 |
49 | Lawyer | 21752116.000 | 0 | 7 | 10 | 4 | 3 | 6 | 5.84 | 7.0 | Good | 78.41 | 36.033657 | No | 183.214500 | 131.105945 | High_spent_Large_value_payments | 690.168305 | Standard | 221 |
43 | Entrepreneur | 36229.540 | 2 | 6 | 11 | 1 | 3 | 5 | 1.10 | 3.0 | Good | 1274.92 | 40.959717 | No | 19.999566 | 122.535866 | Low_spent_Small_value_payments | 448.677401 | Poor | 191 |
31 | Manager | 11032.075 | 8 | 3 | 13 | 2 | 5 | 13 | 8.86 | 2.0 | Standard | 1043.81 | 35.049844 | Yes | 9.308120 | 62.868639 | Low_spent_Small_value_payments | 296.857200 | Standard | 298 |
28 | Lawyer | 28901.070 | 4 | 2 | 9 | 0 | 6 | 6 | 10.06 | 2.0 | Good | 996.22 | 35.845754 | No | 0.000000 | 143.613943 | High_spent_Small_value_payments | 330.928307 | Good | 0 |
25 | Musician | 142106.960 | 6 | 3 | 19 | 0 | 28 | 17 | 2.46 | 2.0 | Standard | 551.73 | 26.984314 | No | 0.000000 | 434.747701 | Low_spent_Small_value_payments | 1017.376966 | Standard | 269 |
25 | Mechanic | 14117.270 | 5 | 7 | 5 | 3 | 14 | 14 | 18.08 | 10.0 | Standard | 672.27 | 27.051555 | Yes | 32.494603 | 159.517122 | Low_spent_Small_value_payments | 238.032192 | Standard | 157 |
26 | Manager | 121755.920 | 0 | 6 | 5 | 1 | 8 | 11 | 1.87 | 4.0 | Good | 41.35 | 30.550164 | NM | 66.619336 | 0.000000 | High_spent_Large_value_payments | 1053.498631 | Standard | 332 |
23 | Manager | 44438.410 | 3 | 2 | 10 | 1 | 10 | 2 | 2.37 | 4.0 | Good | 835.14 | 35.625222 | No | 32.458984 | 119.245844 | Low_spent_Large_value_payments | 515.715255 | Good | 368 |
18 | Engineer | 15586.650 | 4 | 7 | 9 | 3 | 15 | 6 | 10.53 | 2.0 | Good | 207.81 | 28.921071 | No | 27.693314 | 65.801018 | Low_spent_Small_value_payments | 309.194418 | Standard | 195 |
34 | Scientist | 12249.125 | 3 | 5 | 12 | 4 | 16 | 15 | 9.40 | 2.0 | Good | 1367.83 | 30.792785 | No | 23.062638 | 116.313035 | Low_spent_Small_value_payments | 237.700369 | Good | 230 |
43 | Musician | 108312.640 | 4 | 3 | 7 | 2 | 5 | 18 | 11.80 | 0.0 | Good | 787.15 | 30.684829 | No | 169.599198 | 499.372481 | Low_spent_Large_value_payments | 507.033655 | Poor | 378 |
34 | Lawyer | 17039.160 | 3 | 4 | 10 | 7 | 32 | 10 | 16.46 | 8.0 | Standard | 1056.19 | 30.438954 | Yes | 87.427172 | 0.000000 | High_spent_Small_value_payments | 211.551611 | Standard | 142 |
35 | Doctor | 112745.760 | 3 | 7 | 2 | 3 | 12 | 6 | 4.27 | 7.0 | Good | 335.69 | 27.182964 | No | 188.185437 | 521.971421 | Low_spent_Medium_value_payments | 489.191142 | Standard | 0 |
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