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ID | Описание | Дата |
---|---|---|
3cc58505-a38c-4424-a574-923f2c5c753d | redefine open-source initiatives | 1971-08-17 |
72454c32-0fe8-4fae-a4d8-f99a1ac86670 | e-enable wireless portals | 2002-07-20 |
d0583aab-278a-4b43-90f2-b32195c15833 | disintermediate mission-critical deliverables | 1997-10-05 |
7ec8fbe9-e64f-4a65-ac9b-f291644105b9 | grow back-end communities | 2011-12-17 |
6688902c-67cc-4ee3-b69b-29a4440cb579 | engineer web-enabled markets | 1970-04-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Engineer | 19777.050 | 5 | 3 | 3 | 3 | 19 | 3 | 11.95 | 1.0 | Good | 186.16 | 26.276063 | NM | 29.045533 | 25.151201 | High_spent_Medium_value_payments | 368.612016 | Standard | 0 |
19 | Architect | 37807.280 | 1 | 2 | 4 | 2 | 5 | 7 | 2.05 | 3.0 | Good | 108.85 | 24.956379 | No | 62.475704 | 143.805384 | High_spent_Small_value_payments | 347.079579 | Standard | 248 |
32 | Architect | 20059.775 | 3 | 7 | 5 | 4 | 14 | 8 | 10.01 | 2.0 | Good | 841.07 | 29.074632 | No | 46.331435 | 41.897979 | Low_spent_Large_value_payments | 346.435378 | Good | 371 |
49 | Manager | 39337.450 | 2 | 7 | 2 | 2 | 13 | 5 | 6.22 | 1.0 | Good | 511.29 | 40.519745 | No | 47.826832 | 237.045174 | Low_spent_Small_value_payments | 308.340077 | Poor | 334 |
29 | Mechanic | 68667.560 | 7 | 6 | 21 | 3 | 26 | 6 | 11.03 | 7.0 | Standard | 1384.94 | 33.274958 | Yes | 146.827453 | 227.618628 | High_spent_Medium_value_payments | 468.483586 | Poor | 110 |
33 | Engineer | 169293.520 | 2 | 4 | 5 | 1 | 12 | 5 | 12.22 | 1.0 | Good | 931.52 | 38.638209 | No | 92.040080 | 1390.087221 | Low_spent_Medium_value_payments | 234.452032 | Good | 367 |
44 | Musician | 76054.580 | 5 | 3 | 4 | 3 | 3 | 7 | 5.22 | 7.0 | Good | 1383.11 | 26.592761 | No | 171.601145 | 0.000000 | High_spent_Medium_value_payments | 558.061511 | Standard | 0 |
32 | Mechanic | 23635.390 | 8 | 5 | 10 | 3 | 13 | 9 | 16.09 | 8.0 | Standard | 152.17 | 32.625673 | Yes | 46.917413 | 181.970288 | Low_spent_Large_value_payments | 265.073883 | Standard | 0 |
18 | Architect | 2568033.000 | 6 | 7 | 19 | 4 | 14 | 12 | 3.18 | 1.0 | Standard | 68.41 | 28.783137 | No | 171.580394 | 226.551656 | High_spent_Small_value_payments | 454.173783 | Standard | 299 |
36 | Musician | 58145.220 | 4 | 7 | 9 | 2 | 1 | 0 | 0.00 | 4.0 | Good | 171.06 | 24.143608 | No | 82.441722 | 358.594735 | Low_spent_Medium_value_payments | 296.707043 | Good | 348 |
19 | Musician | 19121.210 | 8 | 7 | 15 | 7 | 29 | 16 | 13.94 | 6.0 | Standard | 448.39 | 30.949719 | Yes | 79.711652 | 76.161929 | Low_spent_Small_value_payments | 284.269835 | Standard | 182 |
29 | Scientist | 30028.290 | 3 | 6 | 10 | 4 | 15 | 19 | 10.65 | 8.0 | Standard | 1410.84 | 24.399115 | Yes | 76.320405 | 259.404583 | Low_spent_Small_value_payments | 182.910762 | Standard | 82 |
38 | Accountant | 86529.480 | 7 | 5 | 19 | 2 | 5 | 8 | 7.22 | 1.0 | Standard | 1102.41 | 41.642785 | No | 86.597652 | 305.986653 | High_spent_Medium_value_payments | 603.794696 | Standard | 235 |
44 | Mechanic | 14435.435 | 3 | 5 | 20 | 4 | 9 | 19 | 2.20 | 4.0 | Standard | 799.07 | 32.369038 | NM | 86.295877 | 30.127642 | High_spent_Medium_value_payments | 317.727049 | Standard | 204 |
27 | Lawyer | 97900.400 | 3 | 5 | 18 | 1 | 25 | 15 | 14.90 | 2.0 | Standard | 891.71 | 35.811919 | No | 53.592263 | 251.425538 | Low_spent_Medium_value_payments | 802.918866 | Standard | 0 |
50 | Lawyer | 36535.570 | 5 | 3 | 9 | 3 | 15 | 0 | 8.67 | 1.0 | Good | 557.68 | 40.024621 | No | 78.369329 | 34.850888 | High_spent_Large_value_payments | 438.242867 | Standard | 246 |
47 | Lawyer | 18613.045 | 1 | 3 | 5 | 3 | 29 | 6 | 11.54 | 4.0 | Good | 1288.31 | 26.323768 | NM | 34.396064 | 70.150514 | Low_spent_Small_value_payments | 324.862131 | Poor | 196 |
31 | Entrepreneur | 19363.330 | 8 | 6 | 11 | 2 | 12 | 15 | 14.31 | 10.0 | Standard | 111.66 | 32.401012 | Yes | 30.693931 | 97.550417 | High_spent_Small_value_payments | 322.216735 | Standard | 173 |
20 | Manager | 16348.870 | 10 | 9 | 24 | 7 | 29 | 16 | 7.75 | 9.0 | Bad | 1440.67 | 38.497830 | Yes | 59.174881 | 64.457802 | Low_spent_Small_value_payments | 323.707900 | Poor | 79 |
27 | Teacher | 94256.480 | 6 | 4 | 8 | 3 | 19 | 20 | 0.00 | 7.0 | Standard | 191.78 | 28.525954 | Yes | 148.754925 | 358.086385 | Low_spent_Small_value_payments | 539.029357 | Poor | 73 |
41 | Lawyer | 15363.115 | 3 | 5 | 9 | 7 | 28 | 17 | 16.56 | 5.0 | Standard | 1364.40 | 28.740859 | Yes | 69.688848 | 164.549782 | Low_spent_Small_value_payments | 195.787329 | Standard | 199 |
27 | Architect | 64845.800 | 5 | 6 | 12 | 2 | 11 | 0 | 7.13 | 6.0 | Standard | 528.95 | 41.862572 | Yes | 75.913472 | 242.900738 | Low_spent_Large_value_payments | 508.667456 | Standard | 74 |
22 | Writer | 127524.810 | 0 | 3 | 9 | 0 | 8 | 5 | 11.12 | 2.0 | Good | 59.58 | 29.956618 | NM | 0.000000 | 260.734685 | High_spent_Small_value_payments | 1091.072065 | Standard | 289 |
25 | Lawyer | 81287.660 | 0 | 3 | 11 | 4 | 11 | 0 | 1.52 | 1.0 | Good | 1342.05 | 29.772206 | No | 150.821026 | 490.011582 | Low_spent_Small_value_payments | 304.264559 | Good | 322 |
30 | Mechanic | 130393.960 | 4 | 6 | 9 | 1 | 11 | 13 | 7.39 | 1.0 | Standard | 719.76 | 35.284494 | No | 72.345751 | 921.754617 | Low_spent_Large_value_payments | 337.715966 | Standard | 218 |
52 | Teacher | 12997.515 | 3 | 5 | 15 | 3 | 10 | 20 | 12.57 | 4.0 | Standard | 286.42 | 33.555801 | No | 18.921401 | 130.176924 | Low_spent_Small_value_payments | 262.014300 | Poor | 330 |
31 | Engineer | 26053.360 | 8 | 6 | 11 | 2 | 11 | 15 | 13.13 | 0.0 | Standard | 1339.71 | 34.805537 | Yes | 39.729983 | 80.085078 | Low_spent_Small_value_payments | 376.096272 | Standard | 283 |
45 | Architect | 20961.365 | 4 | 1 | 1 | 2 | 0 | 11 | 12.41 | 3.0 | Good | 103.28 | 32.041501 | No | 17.524629 | 59.602869 | High_spent_Medium_value_payments | 362.750544 | Good | 378 |
51 | Doctor | 23414.760 | 3 | 7 | 7 | 2 | 8 | 0 | 2.52 | 0.0 | Standard | 370.32 | 29.226935 | Yes | 28.831610 | 169.259687 | Low_spent_Large_value_payments | 268.031704 | Good | 238 |
23 | Media_Manager | 58558.300 | 3 | 2 | 10 | 0 | 9 | 2 | 11.80 | 6.0 | Good | 272.17 | 38.806997 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 524.164730 | Good | 207 |
28 | Manager | 44890.900 | 3 | 7 | 6 | 4 | 15 | 8 | 5.45 | 0.0 | Good | 1347.65 | 28.949454 | No | 83.723787 | 0.000000 | High_spent_Medium_value_payments | 480.185222 | Good | 233 |
25 | Accountant | 123915.990 | 3 | 6 | 8 | 2 | 2 | 0 | 8.37 | 8.0 | Good | 1394.91 | 26.029996 | NM | 156.988147 | 738.566393 | Low_spent_Medium_value_payments | 418.078710 | Good | 201 |
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