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ID | Описание | Дата |
---|---|---|
bac150d1-e6e2-42a8-88db-e883a05da34e | deploy mission-critical systems | 2007-05-20 |
a0afa884-03e4-4464-bfba-95eb9fbd888b | productize plug-and-play vortals | 1984-08-29 |
d647c320-dcf7-4df7-8966-61f47d1b6347 | harness best-of-breed markets | 1971-05-14 |
85a22caa-f408-43d3-b711-69f7f033d1a7 | generate best-of-breed vortals | 2006-02-18 |
587e2809-53f3-4335-babb-955d0393d8bc | repurpose bleeding-edge metrics | 2014-05-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Entrepreneur | 41735.550 | 0 | 3 | 8 | 4 | 15 | 0 | 11.25 | 3.0 | Good | 1480.92 | 22.078446 | No | 109.614147 | 0.000000 | Low_spent_Small_value_payments | 77.078382 | Standard | 294 |
36 | Architect | 39944.670 | 4 | 3 | 7 | 1 | 0 | 0 | 8.34 | 1.0 | Good | 364.95 | 32.035345 | NM | 22.377777 | 254.984518 | Low_spent_Large_value_payments | 324.509955 | Good | 196 |
19 | Architect | 89388.720 | 4 | 6 | 6 | 1 | 5 | 2 | 3.55 | 0.0 | Good | 1030.10 | 27.353956 | No | 64.353366 | 276.638321 | High_spent_Medium_value_payments | 678.514313 | Good | 0 |
43 | Lawyer | 41896.880 | 5 | 7 | 1 | 4 | 22 | 8 | 5.90 | 0.0 | Good | 317.73 | 26.802021 | No | 132.318109 | 71.205426 | High_spent_Small_value_payments | 422.917132 | Poor | 323 |
29 | Developer | 73623.220 | 5 | 3 | 5 | 2 | 11 | 10 | 10.52 | 4.0 | Good | 74.48 | 25.908936 | NM | 91.925549 | 301.328866 | Low_spent_Large_value_payments | 468.672418 | Good | 385 |
36 | Scientist | 24376.200 | 4 | 7 | 10 | 1 | 6 | 16 | 7.30 | 1.0 | Standard | 1109.03 | 33.348608 | Yes | 10.835929 | 197.051850 | Low_spent_Small_value_payments | 309.947221 | Standard | 264 |
47 | Mechanic | 104255.670 | 6 | 3 | 18 | 3 | 12 | 8 | 2.46 | 6.0 | Standard | 992.62 | 42.756139 | No | 133.991067 | 104.330153 | High_spent_Large_value_payments | 858.876030 | Standard | 188 |
27 | Media_Manager | 42277.830 | 8 | 4 | 14 | 2 | 8 | 4216 | 12.59 | 8.0 | Standard | 1469.21 | 26.404975 | Yes | 59.411604 | 82.484825 | High_spent_Large_value_payments | 470.518821 | Standard | 246 |
34 | Engineer | 14185.730 | 0 | 7 | 11 | 3 | 3 | 2 | 0.74 | 0.0 | Good | 796.72 | 37.622221 | No | 21.773529 | 46.745229 | High_spent_Small_value_payments | 298.595658 | Good | 372 |
53 | Writer | 111090.060 | 0 | 4 | 11 | 3 | 0 | 3 | 11.99 | 1.0 | Good | 575.32 | 38.493104 | NM | 149.079658 | 446.037586 | High_spent_Small_value_payments | 584.133256 | Good | 334 |
46 | Musician | 126769.860 | 5 | 4 | 6 | 1 | 12 | 5 | 6.63 | 1.0 | Good | 393.52 | 36.316078 | No | 79.733538 | 0.000000 | High_spent_Large_value_payments | 1112.944634 | Good | 290 |
18 | Teacher | 19742.240 | 7 | 6 | 32 | 4 | 22 | 13 | 9.55 | 9.0 | Standard | 1373.49 | 37.876009 | NM | 52.090958 | 60.923454 | High_spent_Small_value_payments | 308.904254 | Poor | 105 |
37 | Media_Manager | 31244.710 | 3 | 4 | 8 | 0 | 6 | 12 | 9.63 | 0.0 | Good | 1203.18 | 33.006615 | No | 0.000000 | 153.867667 | High_spent_Small_value_payments | 350.504916 | Good | 200 |
31 | Manager | 134504.680 | 0 | 2 | 8 | 1 | 7 | 7 | 0.21 | 3.0 | Good | 1193.54 | 32.738454 | No | 72.811028 | 457.856077 | High_spent_Small_value_payments | 848.105228 | Good | 388 |
34 | Mechanic | 71565.540 | 8 | 5 | 10 | 3 | 13 | 17 | 10.64 | 4.0 | Good | 655.05 | 30.463916 | No | 140.583478 | 830.923892 | Low_spent_Small_value_payments | 0.000000 | Good | 0 |
31 | Engineer | 15330.305 | 4 | 5 | 5 | 4 | 15 | 19 | 9.03 | 7.0 | Good | 672.49 | 25.389565 | NM | 46.388945 | 118.632184 | Low_spent_Small_value_payments | 238.531413 | Standard | 221 |
33 | Writer | 142496.120 | 4 | 6 | 7 | 0 | 20 | 22 | 11.13 | 6.0 | Standard | 460.79 | 24.723083 | No | 0.000000 | 888.734495 | Low_spent_Small_value_payments | 566.233171 | Standard | 232 |
47 | Mechanic | 45461.540 | 6 | 3 | 5 | 2 | 23 | 8 | 10.38 | 2.0 | Standard | 647.24 | 24.612201 | No | 69.318349 | 361.949026 | Low_spent_Medium_value_payments | 240.478792 | Standard | 194 |
39 | Lawyer | 18102.960 | 5 | 5 | 18 | 5 | 9 | 8 | 11.79 | 10.0 | Standard | 99.73 | 38.832012 | Yes | 116.327089 | 48.893275 | High_spent_Medium_value_payments | 283.553794 | Good | 121 |
35 | Journalist | 28431.060 | 5 | 6 | 14 | 2 | 6 | 15 | 7.94 | 4.0 | Standard | 1098.59 | 34.137297 | Yes | 31.150498 | 60.976392 | High_spent_Medium_value_payments | 418.898610 | Standard | 272 |
33 | Media_Manager | 30874.430 | 4 | 5 | 8 | 2 | 10 | 2 | 3.82 | 2.0 | Good | 243.11 | 31.981301 | No | 48.267870 | 138.313231 | Low_spent_Small_value_payments | 363.005815 | Poor | 262 |
20 | Media_Manager | 12928.240 | 8 | 7 | 11 | 0 | 8 | 19 | 3.15 | 0.0 | Good | 1057.29 | 29.090296 | NM | 0.000000 | 132.013778 | Low_spent_Small_value_payments | 269.221555 | Good | 390 |
25 | Writer | 30912.380 | 3 | 1 | 7 | 1 | 0 | 4 | 11.49 | 0.0 | Good | 912.63 | 24.825494 | No | 14.285835 | 83.457157 | High_spent_Small_value_payments | 423.560175 | Good | 0 |
30 | Architect | 106879.710 | 1 | 4 | 11 | 4 | 7 | 0 | 2.31 | 3.0 | Good | 1057.95 | 32.142766 | No | 182.654675 | 60.253194 | High_spent_Large_value_payments | 864.756381 | Standard | 0 |
24 | Teacher | 16311.665 | 5 | 6 | 6 | 4 | 12 | 14 | 15.90 | 3.0 | Standard | 598.76 | 32.631925 | No | 35.266580 | 98.616918 | Low_spent_Small_value_payments | 274.547043 | Standard | 229 |
41 | Developer | 62896.780 | 3 | 5 | 5 | 1 | 7 | 6 | 4.41 | 3.0 | Good | 1297.59 | 39.136298 | No | 48.447189 | 81.764789 | High_spent_Large_value_payments | 642.127856 | Good | 350 |
31 | Engineer | 79691.700 | 3 | 5 | 10 | 0 | 14 | 2 | 3.78 | 5.0 | Good | 472.29 | 31.487018 | No | 0.000000 | 372.374422 | Low_spent_Large_value_payments | 568.123078 | Poor | 305 |
41 | Architect | 84373.320 | 2 | 5 | 2 | 2 | 9 | 0 | 4.82 | 0.0 | Good | 1390.19 | 31.975588 | No | 93.231178 | 120.603594 | High_spent_Large_value_payments | 729.676227 | Standard | 275 |
30 | Writer | 69362.920 | 6 | 6 | 9 | 2 | 26 | 6 | 11.41 | 5.0 | Standard | 1042.95 | 34.096723 | Yes | 67.553516 | 0.000000 | Low_spent_Small_value_payments | 132.236406 | Standard | 218 |
27 | Developer | 83800.560 | 3 | 3 | 5 | 2 | 5 | 13 | 7.41 | 0.0 | Standard | 836.69 | 26.050250 | Yes | 117.350858 | 277.218914 | High_spent_Medium_value_payments | 582.368228 | Standard | 242 |
40 | Mechanic | 113652.120 | 4 | 2 | 4 | 2 | 10 | 5 | 8.01 | 1.0 | Good | 316.56 | 37.915419 | No | 171.250352 | 565.231193 | Low_spent_Small_value_payments | 492.319455 | Good | 199 |
33 | Teacher | 31592.030 | 6 | 7 | 18 | 2 | 27 | 20 | 7.28 | 1.0 | Standard | 778.91 | 28.561800 | Yes | 41.843504 | 131.883460 | Low_spent_Medium_value_payments | 361.339953 | Standard | 237 |
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