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ID | Описание | Дата |
---|---|---|
1b8bd75b-7dd2-4672-a3f3-54250cf5139a | scale holistic interfaces | 1979-10-06 |
9cd61c01-2002-4da8-83ee-a71fb2c05800 | extend distributed portals | 1992-04-03 |
8fc2c5e6-98b1-4f4d-9a3a-cb0d62ba8200 | aggregate 24/365 methodologies | 1986-12-12 |
df73919e-a109-4b6e-9799-0abf3b3343c8 | exploit sticky functionalities | 1993-10-15 |
3d1dfc2e-95c2-4ca0-9815-68e7d98e0412 | reinvent value-added channels | 1984-08-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Teacher | 96582.240 | 3 | 3 | 13 | 1 | 9 | 13 | 19.79 | 0.0 | Standard | 482.88 | 40.764498 | Yes | 72.460211 | 223.223976 | High_spent_Medium_value_payments | 742.967813 | Standard | 307 |
40 | Journalist | 43700.610 | 0 | 7 | 5 | 2 | 2 | 11 | 5.57 | 8.0 | Good | 633.46 | 31.513994 | No | 66.917525 | 119.019867 | High_spent_Small_value_payments | 431.534358 | Good | 378 |
52 | Lawyer | 35724.370 | 5 | 3 | 7 | 4 | 32 | 14 | 5.15 | 1.0 | Good | 18.29 | 26.831894 | No | 86.135097 | 0.000000 | Low_spent_Medium_value_payments | 418.050144 | Standard | 304 |
56 | Journalist | 144901.760 | 4 | 7 | 10 | 2 | 12 | 8 | 7.94 | 4.0 | Standard | 1365.04 | 27.176649 | No | 170.778606 | 0.000000 | High_spent_Large_value_payments | 1025.969991 | Good | 314 |
54 | Architect | 58885.700 | 1 | 6 | 2 | 3 | 5 | 11 | 0.90 | 0.0 | Good | 415.30 | 30.670410 | No | 105.755080 | 452.606522 | Low_spent_Medium_value_payments | 187.252566 | Good | 0 |
23 | Manager | 31856.050 | 3 | 1 | 5 | 3 | 12 | 0 | 3.21 | 7.0 | Good | 1178.38 | 38.165883 | No | 66.886554 | 158.603223 | Low_spent_Small_value_payments | 321.877306 | Standard | 364 |
34 | Teacher | 100191.360 | 4 | 7 | 6 | 2 | 25 | 18 | 6.61 | 2.0 | Standard | 496.71 | 43.010247 | No | 145.581445 | 137.157437 | High_spent_Large_value_payments | 763.089118 | Standard | 238 |
38 | Accountant | 13300.535 | 4 | 3 | 14 | 3 | 14 | 7 | 10.50 | 1.0 | Standard | 367.87 | 27.691850 | Yes | 18.413069 | 110.030678 | Low_spent_Small_value_payments | 279.894044 | Standard | 310 |
41 | Architect | 110529.930 | 5 | 6 | 1 | 0 | 6 | 12 | 5.19 | 0.0 | Good | 731.46 | 45.057371 | No | 0.000000 | 102.324866 | High_spent_Large_value_payments | 1042.657884 | Standard | 191 |
24 | Musician | 109905.960 | 8 | 4 | 8 | 1 | 29 | 15 | 8.07 | 1.0 | Standard | 150.87 | 38.359348 | NM | 90.582866 | 435.547390 | Low_spent_Medium_value_payments | 663.552744 | Poor | 244 |
24 | Teacher | 34898.900 | 7 | 4 | 7 | 2 | 16 | 16 | 18.48 | 5.0 | Standard | 198.75 | 27.454486 | Yes | 32.744311 | 108.996047 | High_spent_Medium_value_payments | 416.283808 | Standard | 0 |
18 | Architect | 8459.020 | 7 | 7 | 14 | 3 | 18 | 20 | 10.36 | 10.0 | Standard | 789.89 | 35.342269 | Yes | 18.894157 | 29.973880 | High_spent_Medium_value_payments | 300.923797 | Good | 155 |
23 | Musician | 17535.650 | 8 | 7 | 29 | 6 | 18 | 18 | 19.11 | 10.0 | Standard | 1485.54 | 38.000637 | Yes | 81.704907 | 90.395124 | High_spent_Small_value_payments | 236.930385 | Poor | 248 |
35 | Entrepreneur | 101275.800 | 4 | 7 | 6 | 0 | 23 | 9 | 16.71 | 6.0 | Standard | 616.95 | 28.819225 | Yes | 0.000000 | 793.011919 | Low_spent_Medium_value_payments | 340.753081 | Good | 0 |
52 | Teacher | 99868.830 | 2 | 3 | 2 | 3 | 5 | 0 | 12.11 | 1.0 | Good | 693.76 | 30.464581 | No | 146.701253 | 344.420975 | High_spent_Medium_value_payments | 592.118022 | Good | 265 |
32 | Engineer | 19487.775 | 4 | 5 | 1 | 3 | 4 | 11 | 10.62 | 1.0 | Good | 246.83 | 26.185340 | No | 24.702833 | 30.481398 | High_spent_Large_value_payments | 363.313894 | Standard | 392 |
54 | Accountant | 29508.410 | 7 | 4 | 9 | 1 | 18 | 11 | 5.75 | 4.0 | Standard | 333.86 | 40.245077 | No | 16.547212 | 0.000000 | Low_spent_Medium_value_payments | 307.922789 | Standard | 236 |
18 | Accountant | 19369.960 | 6 | 5 | 18 | 4 | 14 | 18 | 13.39 | 8.0 | Standard | 1266.31 | 27.641188 | Yes | 57.412212 | 124.395243 | Low_spent_Small_value_payments | 287.308878 | Standard | 190 |
25 | Scientist | 38612.190 | 5 | 3 | 11 | 2 | 1 | 5 | 8.82 | 4.0 | Good | 595.38 | 26.272652 | No | 52.840945 | 101.357603 | High_spent_Small_value_payments | 400.269702 | Standard | 371 |
23 | Mechanic | 16559.985 | 1 | 4 | 2 | 1 | 12 | 0 | 9.60 | 3.0 | Good | 680.86 | 33.026538 | No | 10.263438 | 86.577306 | Low_spent_Small_value_payments | 320.059131 | Standard | 213 |
40 | Journalist | 92459.100 | 3 | 3 | 9 | 2 | 19 | 13 | 3.01 | 7.0 | Standard | 1282.53 | 42.668757 | No | 142.794284 | 161.258876 | High_spent_Small_value_payments | 697.339340 | Good | 194 |
50 | Engineer | 151373.040 | 1 | 7 | 6 | 2 | 17 | 0 | 11.81 | 8.0 | Good | 931.64 | 35.746525 | No | 199.663054 | 309.515238 | High_spent_Large_value_payments | 1020.963708 | Poor | 221 |
26 | Musician | 171126.040 | 1 | 3 | 6 | 2 | 11 | 0 | 5.80 | 3.0 | Good | 1190.13 | 28.505908 | No | 192.687193 | 511.986319 | High_spent_Medium_value_payments | 988.476821 | Standard | 211 |
26 | Musician | 13164.265 | 6 | 4 | 8 | 7 | 27 | 15 | 15.24 | 6.0 | Standard | 697.28 | 33.747647 | Yes | 64.619127 | 32.405813 | Low_spent_Medium_value_payments | 286.377268 | Standard | 137 |
56 | Engineer | 95849.160 | 4 | 3 | 11 | 0 | 8 | 19 | 5.74 | 3.0 | Standard | 596.66 | 30.327136 | No | 0.000000 | 375.741942 | Low_spent_Large_value_payments | 676.501058 | Standard | 219 |
42 | Manager | 39191.160 | 8 | 3 | 8 | 4 | 22 | 14 | 3.09 | 0.0 | Standard | 1146.38 | 30.719381 | No | 119.926490 | 283.419835 | Low_spent_Large_value_payments | 190.546675 | Standard | 243 |
17 | Mechanic | 103395.240 | 5 | 7 | 6 | 3 | 9 | 17 | 10.37 | 12.0 | Standard | 1103.47 | 31.735664 | Yes | 146.621884 | 347.921974 | High_spent_Medium_value_payments | 597.883143 | Standard | 0 |
28 | Teacher | 33535.890 | 4 | 5 | 7 | 1 | 8 | 2 | 12.43 | 0.0 | Good | 970.22 | 38.408595 | No | 18.093624 | 181.675563 | Low_spent_Medium_value_payments | 369.396562 | Good | 263 |
30 | Accountant | 29465.730 | 2 | 7 | 1 | 0 | 4 | 4 | 3.01 | 2.0 | Good | 1171.28 | 25.351608 | No | 0.000000 | 156.687419 | Low_spent_Small_value_payments | 399.260331 | Good | 268 |
53 | Architect | 112853.220 | 2 | 4 | 4 | 2 | 3 | 3 | 15.06 | 0.0 | Good | 732.33 | 28.612393 | No | 127.072288 | 114.791123 | High_spent_Large_value_payments | 953.380090 | Standard | 202 |
20 | Architect | 11336.835 | 4 | 6 | 14 | 6 | 30 | 22 | 16.44 | 7.0 | Standard | 177.98 | 28.394107 | Yes | 35.562731 | 55.998098 | Low_spent_Medium_value_payments | 287.712796 | Standard | 178 |
18 | Mechanic | 8409.980 | 3 | 7 | 18 | 2 | 18 | 19 | 19.45 | 8.0 | Standard | 910.12 | 31.771400 | Yes | 13.641402 | 37.862981 | Low_spent_Large_value_payments | 273.878783 | Poor | 109 |
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