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ID | Описание | Дата |
---|---|---|
537f6b9c-fac7-4a5b-a6a2-1b351fe40e01 | implement ubiquitous paradigms | 2010-07-15 |
18421e73-f7bb-4e11-b79b-c1c4d6999bb6 | revolutionize virtual e-business | 1981-08-31 |
9fa07061-a05a-490c-a513-fa03023a78b0 | extend visionary experiences | 1994-11-12 |
a6478956-e807-420a-ac93-6b845c3d1067 | syndicate bricks-and-clicks bandwidth | 2012-03-20 |
78cf46c0-f3cd-4968-85cd-dec4c620fe37 | extend viral experiences | 2012-04-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Architect | 31895.070 | 3 | 6 | 2 | 4 | 16 | 7 | 3.06 | 2.0 | Good | 220.33 | 39.125367 | No | 60.322845 | 138.470623 | High_spent_Small_value_payments | 310.098781 | Poor | 261 |
39 | Lawyer | 20949.580 | 4 | 5 | 8 | 1 | 30 | 16 | 16.25 | 3.0 | Standard | 486.48 | 33.534899 | Yes | 11.749752 | 72.883857 | Low_spent_Large_value_payments | 381.746224 | Standard | 0 |
33 | Scientist | 12025.840 | 7 | 5 | 17 | 2 | 7 | 10 | 9.72 | 6.0 | Standard | 1188.36 | 39.690203 | Yes | 18.247161 | 27.441704 | Low_spent_Medium_value_payments | 330.426468 | Standard | 333 |
44 | Accountant | 14161.865 | 5 | 7 | 14 | 0 | 6 | 18 | 10.58 | 2.0 | Standard | 1331.37 | 37.749026 | No | 0.000000 | 55.320830 | High_spent_Medium_value_payments | 330.794712 | Standard | 253 |
23 | Entrepreneur | 14114.890 | 8 | 5 | 5 | 5 | 18 | 14 | 18.37 | 7.0 | Standard | 1453.95 | 28.816231 | Yes | 53.148986 | 123.291674 | Low_spent_Small_value_payments | 229.083423 | Standard | 0 |
40 | Accountant | 19660.580 | 3 | 2 | 12 | 0 | 9 | 0 | 4.32 | 3.0 | Good | 941.63 | 23.640442 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 301.140480 | Good | 338 |
39 | Developer | 23200.820 | 3 | 7 | 5 | 0 | 29 | 0 | 19.73 | 2.0 | Standard | 987.07 | 28.298173 | NM | 0.000000 | 56.160958 | High_spent_Small_value_payments | 391.579208 | Standard | 209 |
54 | Musician | 36135.190 | 3 | 4 | 11 | 4 | 16 | 14 | 1.50 | 1.0 | Good | 695.59 | 38.658835 | No | 87.977031 | 293.581142 | Low_spent_Small_value_payments | 198.268410 | Good | 260 |
52 | Journalist | 32871.960 | 5 | 6 | 14 | 2 | 20 | 0 | 9.59 | 0.0 | Standard | 748.45 | 29.721009 | No | 31.649965 | 335.097257 | Low_spent_Small_value_payments | 185.385778 | Standard | 239 |
47 | Scientist | 10285.710 | 8 | 7 | 6 | 1 | 18 | 8 | 14.49 | 3.0 | Standard | 1354.57 | 29.728722 | Yes | 7.897074 | 90.666990 | Low_spent_Small_value_payments | 295.050186 | Poor | 350 |
40 | Accountant | 29079.950 | 3 | 4 | 14 | 4 | 28 | 8 | 9.40 | 2.0 | Standard | 1234.91 | 34.810162 | No | 68.113813 | 56.087095 | High_spent_Large_value_payments | 381.232009 | Standard | 0 |
39 | Entrepreneur | 39962.380 | 6 | 7 | 22 | 5 | 18 | 19 | 9.82 | 9.0 | Standard | 1444.91 | 35.439135 | Yes | 89.761776 | 123.080962 | High_spent_Medium_value_payments | 352.277095 | Poor | 111 |
41 | Journalist | 118988.190 | 5 | 3 | 3 | 3 | 0 | 7 | 4.26 | 1.0 | Good | 707.24 | 41.556251 | No | 198.147110 | 347.491949 | High_spent_Medium_value_payments | 672.429191 | Standard | 373 |
40 | Writer | 156153.240 | 1 | 5 | 7 | 1 | 19 | 7 | 3.08 | 2.0 | Good | 1074.05 | 23.355910 | No | 87.501531 | 1272.701310 | Low_spent_Medium_value_payments | 225.674159 | Standard | 353 |
44 | Journalist | 84673.200 | 3 | 5 | 2 | 3 | 13 | 3 | 2.09 | 1.0 | Good | 777.89 | 34.045474 | NM | 130.501500 | 669.111258 | Low_spent_Medium_value_payments | 195.697243 | Good | 343 |
45 | Lawyer | 9856.980 | 6 | 5 | 23 | 6 | 22 | 14 | 8.43 | 10.0 | Standard | 1455.73 | 29.730213 | NM | 28.410824 | 17.652516 | High_spent_Small_value_payments | 289.378160 | Standard | 0 |
21 | Lawyer | 21555.500 | 6 | 6 | 20 | 2 | 27 | 10 | 16.58 | 5.0 | Standard | 857.88 | 23.025951 | NM | 22.772211 | 175.463013 | Low_spent_Large_value_payments | 272.393942 | Standard | 79 |
37 | Engineer | 128502.390 | 1 | 4 | 11 | 0 | 2 | 5 | 8.53 | 8.0 | Good | 1422.93 | 39.293946 | No | 0.000000 | 710.208215 | High_spent_Small_value_payments | 602.845035 | Good | 262 |
41 | Architect | 34076.320 | 9 | 7 | 25 | 5 | 47 | 25 | 5.79 | 8.0 | Bad | 1405.98 | 24.112916 | Yes | 134.403390 | 72.801629 | High_spent_Large_value_payments | 334.564315 | Poor | 236 |
33 | Architect | 85455.060 | 4 | 7 | 6 | 3 | 18 | 16 | 2.29 | 5.0 | Good | 146.68 | 40.118665 | No | 161.405543 | 0.000000 | High_spent_Medium_value_payments | 662.283390 | Standard | 247 |
24 | Developer | 87337.080 | 6 | 7 | 18 | 0 | 16 | 8 | 15.86 | 12.0 | Standard | 94.46 | 36.878559 | Yes | 0.000000 | 67.964937 | High_spent_Large_value_payments | 916.144063 | Poor | 325 |
23 | Accountant | 27138.970 | 6 | 4 | 8 | 4 | 8 | 20 | 8.01 | 5.0 | Standard | 1190.67 | 31.739410 | Yes | 70.781808 | 95.208968 | High_spent_Small_value_payments | 339.367308 | Good | 92 |
41 | Manager | 85724.700 | 5 | 5 | 18 | 0 | 26 | 18 | 9.95 | 6.0 | Standard | 1312.50 | 29.880583 | Yes | 0.000000 | 173.572085 | High_spent_Large_value_payments | 773.900415 | Good | 362 |
26 | Writer | 33467.150 | 7 | 5 | 7 | 0 | 14 | 19 | 3.76 | 6.0 | Good | 1294.23 | 27.769884 | No | 0.000000 | 77.632524 | High_spent_Medium_value_payments | 476.360392 | Good | 370 |
18 | Teacher | 16500.960 | 3 | 6 | 12 | 1 | 6 | 8 | 8.81 | 2.0 | Good | 185.16 | 25.333680 | NM | 6.957605 | 167.678355 | Low_spent_Small_value_payments | 268.172040 | Poor | 302 |
50 | Entrepreneur | 29470.760 | 0 | 4 | 9 | 4 | 18 | 8 | 5.79 | 4.0 | Good | 557.50 | 27.693656 | No | 79.502048 | 0.000000 | High_spent_Medium_value_payments | 333.007723 | Standard | 270 |
44 | Teacher | 37424.160 | 7 | 5 | 18 | 3 | 15 | 18 | 11.64 | 10.0 | Standard | 1445.81 | 23.588660 | Yes | 90.948631 | 23.161759 | High_spent_Large_value_payments | 430.457611 | Standard | 223 |
49 | Manager | 38155.640 | 3 | 4 | 5 | 1 | 12 | 4 | 1.63 | 6.0 | Good | 129.15 | 39.493633 | No | 23.213419 | 107.524919 | Low_spent_Small_value_payments | 452.625328 | Poor | 402 |
20 | Developer | 83340.980 | 2 | 1 | 6 | 1 | 15 | 3763 | 11.49 | 9.0 | Good | 943.78 | 25.922483 | No | 53.550958 | 484.655796 | Low_spent_Large_value_payments | 429.601413 | Good | 271 |
32 | Mechanic | 32382.970 | 4 | 6 | 8 | 4 | 13 | 21 | 13.58 | 0.0 | Standard | 108.94 | 24.757983 | Yes | 74.399202 | 0.000000 | High_spent_Small_value_payments | 386.249085 | Standard | 193 |
42 | Doctor | 179317.040 | 0 | 6 | 7 | 1 | 18 | 3 | 1.54 | 3.0 | Good | 80.93 | 32.744804 | No | 142.787063 | 886.930352 | Low_spent_Large_value_payments | 749.391252 | Standard | 373 |
17 | Accountant | 9409.450 | 5 | 6 | 13 | 7 | 7 | 10 | 10.11 | 7.0 | Standard | 209.02 | 35.713359 | Yes | 37.524075 | 20.899549 | High_spent_Small_value_payments | 296.788459 | Standard | 93 |
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