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ID | Описание | Дата |
---|---|---|
446fe30b-38ed-4895-a5ec-df93d01b990b | transition next-generation bandwidth | 2021-03-08 |
0f67f5ed-56e6-4a23-8de3-7ddb7beeb870 | implement one-to-one channels | 2010-06-09 |
b8537a74-8039-47bc-92fb-a02396f3757d | orchestrate viral e-services | 1982-02-25 |
5e7c7203-7e09-43b8-8398-64226adb0aae | strategize customized deliverables | 2004-11-07 |
890dc8ad-4b11-45b5-80a0-0a26375a0852 | streamline bleeding-edge e-markets | 1995-02-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Accountant | 98197.740 | 5 | 6 | 6 | 3 | 34 | 8 | 9.09 | 7.0 | Standard | 627.50 | 37.070562 | No | 138.541977 | 308.942319 | High_spent_Small_value_payments | 613.030204 | Standard | 296 |
21 | Lawyer | 58698.080 | 8 | 4 | 10 | 2 | 20 | 14 | 10.75 | 5.0 | Good | 453.31 | 32.839724 | No | 91.962713 | 153.232151 | High_spent_Medium_value_payments | 496.555803 | Standard | 188 |
55 | Engineer | 107458.200 | 8 | 3 | 7 | 1 | 17 | 10 | 6.64 | 1.0 | Good | 244.50 | 42.208539 | No | 89.406008 | 275.205301 | High_spent_Medium_value_payments | 755.273691 | Good | 387 |
21 | Developer | 27956.770 | 5 | 5 | 20 | 2 | 21 | 7 | 15.90 | 8.0 | Standard | 249.39 | 36.384650 | Yes | 26.988750 | 60.412855 | High_spent_Medium_value_payments | 425.071478 | Standard | 350 |
32 | Musician | 58792.740 | 1 | 4 | 1 | 0 | 14 | 10 | 2.82 | 2.0 | Good | 57.78 | 37.733576 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 511.909819 | Poor | 0 |
55 | Scientist | 68588.280 | 8 | 7 | 17 | 1 | 11 | 9 | 2.61 | 2.0 | Standard | 347.58 | 37.990056 | No | 35.651859 | 199.568305 | High_spent_Small_value_payments | 616.148836 | Standard | 0 |
49 | Lawyer | 73119.460 | 4 | 3 | 5 | 4 | 8 | 3 | 1.10 | 0.0 | Good | 1194.38 | 23.775431 | No | 181.640024 | 303.418845 | Low_spent_Large_value_payments | 408.869965 | Standard | 306 |
25 | Manager | 92091.870 | 5 | 4 | 8 | 1 | 13 | 2 | 6.36 | 0.0 | Good | 637.18 | 40.876963 | No | 49.008097 | 99.663876 | High_spent_Large_value_payments | 875.560277 | Poor | 308 |
26 | Manager | 38272.580 | 6 | 6 | 14 | 2 | 13 | 15 | 9.44 | 7.0 | Standard | 974.34 | 39.001305 | Yes | 63.270517 | 91.062207 | High_spent_Small_value_payments | 403.705443 | Standard | 236 |
39 | Doctor | 62901.080 | 4 | 6 | 10 | 3 | 8 | 16 | 18.58 | 6.0 | Standard | 228.25 | 38.496448 | NM | 81.641270 | 182.511265 | High_spent_Medium_value_payments | 488.423132 | Standard | 0 |
39 | Architect | 17235.115 | 0 | 1 | 1 | 1 | 17 | 10 | 11.37 | 2.0 | Good | 506.37 | 29.132295 | No | 13.580177 | 117.957196 | Low_spent_Small_value_payments | 327.788585 | Good | 306 |
21 | Scientist | 14125.040 | 5 | 4 | 7 | 2 | 2 | 5 | 3.00 | 0.0 | Good | 446.31 | 26.738642 | No | 14.539656 | 22.679813 | High_spent_Medium_value_payments | 332.989197 | Standard | 218 |
37 | Doctor | 40174.360 | 5 | 3 | 12 | 2 | 8 | 20 | 6.32 | 1.0 | Standard | 539.96 | 38.757295 | Yes | 64.401315 | 212.108067 | High_spent_Small_value_payments | 347.376952 | Good | 221 |
37 | Lawyer | 115661.320 | 8 | 3 | 13 | 2 | 14 | 0 | 2.72 | 2.0 | Standard | 59.91 | 29.262531 | No | 115.042259 | 208.411750 | High_spent_Medium_value_payments | 861.490325 | Standard | 385 |
41 | Developer | 99340.080 | 3 | 1 | 8 | 0 | 15 | 6 | 11.91 | 5.0 | Good | 1028.59 | 36.302124 | No | 0.000000 | 317.589061 | Low_spent_Small_value_payments | 823.044939 | Standard | 362 |
24 | Lawyer | 91019.190 | 8 | 3 | 9 | 1 | 13 | 11 | 19.70 | 7.0 | Standard | 447.18 | 29.218149 | Yes | 40.104786 | 308.638493 | High_spent_Medium_value_payments | 633.449971 | Standard | 305 |
55 | Architect | 28762.680 | 7 | 6 | 10 | 0 | 23 | 12 | 12.23 | 1.0 | Standard | 1391.77 | 33.066420 | Yes | 0.000000 | 174.002546 | Low_spent_Small_value_payments | 344.186454 | Standard | 377 |
31 | Journalist | 28747.250 | 3 | 4 | 3 | 2 | 10 | 9 | 1.59 | 7.0 | Good | 1464.69 | 28.930852 | No | 46.434599 | 163.507185 | Low_spent_Small_value_payments | 332.418633 | Standard | 0 |
45 | Musician | 41734.760 | 8 | 4 | 5 | 1 | 26 | 10 | 11.10 | 2.0 | Standard | 297.64 | 38.390785 | No | 19.350731 | 167.418228 | High_spent_Small_value_payments | 442.120708 | Standard | 237 |
24 | Musician | 14013.165 | 2 | 3 | 4 | 4 | 0 | 5 | 10.36 | 6.0 | Good | 1404.11 | 27.828276 | No | 38.420090 | 46.011934 | Low_spent_Small_value_payments | 295.644351 | Standard | 245 |
30 | Musician | 57864.600 | 7 | 7 | 13 | 3 | 9 | 12 | 17.16 | 4.0 | Standard | 539.17 | 39.552177 | Yes | 75.022160 | 121.606848 | Low_spent_Large_value_payments | 529.275992 | Standard | 373 |
29 | Scientist | 63675.120 | 3 | 4 | 14 | 0 | 1 | 18 | 1.02 | 2.0 | Standard | 681.31 | 33.458007 | Yes | 0.000000 | 464.351491 | Low_spent_Small_value_payments | 360.874509 | Good | 210 |
33 | Accountant | 43340.440 | 3 | 5 | 9 | 1 | 7 | 10 | 8.76 | 4.0 | Good | 539.33 | 32.918395 | No | 35.764458 | 413.744433 | Low_spent_Small_value_payments | 192.661443 | Good | 346 |
38 | Media_Manager | 126603.510 | 1 | 5 | 2 | 2 | 9 | 0 | 0.00 | 4.0 | Good | 545.67 | 25.707448 | No | 163.944482 | 713.895872 | Low_spent_Large_value_payments | 463.288896 | Good | 0 |
44 | Musician | 88165.800 | 4 | 4 | 4 | 1 | 9 | 11 | 6.04 | 4.0 | Good | 326.60 | 36.081940 | No | 57.707380 | 568.368280 | Low_spent_Large_value_payments | 371.039339 | Standard | 0 |
39 | Engineer | 18105.320 | 5 | 6 | 7 | 1 | 8 | 5 | 12.69 | 2.0 | Good | 211.46 | 29.681273 | No | 13.311335 | 116.757898 | High_spent_Small_value_payments | 299.208433 | Standard | 379 |
34 | Media_Manager | 94312.050 | 5 | 6 | 5 | 1 | 11 | 12 | 0.53 | 0.0 | Good | 118.80 | 32.047041 | No | 61.367912 | 327.068046 | Low_spent_Large_value_payments | 651.797792 | Poor | 388 |
43 | Mechanic | 99100.290 | 3 | 3 | 8 | 1 | 29 | 13 | 8.19 | 4.0 | Standard | 696.74 | 27.966552 | Yes | 50.081045 | 171.026780 | High_spent_Medium_value_payments | 831.427925 | Standard | 388 |
52 | Scientist | 113368.230 | 2 | 1 | 9 | 0 | 2 | 11 | 6.51 | 1.0 | Good | 488.13 | 37.464733 | No | 0.000000 | 290.190264 | Low_spent_Medium_value_payments | 916.344986 | Good | 336 |
53 | Architect | 165671.160 | 3 | 4 | 11 | 0 | 0 | 0 | 0.00 | 4.0 | Good | 52.76 | 33.605111 | No | 0.000000 | 564.821441 | High_spent_Medium_value_payments | 1066.671559 | Standard | 343 |
44 | Accountant | 138873.280 | 2 | 3 | 3 | 2 | 6 | 0 | 3.00 | 3.0 | Good | 719.30 | 38.024644 | No | 149.684408 | 0.000000 | Low_spent_Medium_value_payments | 783.828186 | Good | 336 |
31 | Lawyer | 107911.600 | 3 | 3 | 17 | 2 | 24 | 18 | 11.31 | 2.0 | Standard | 1086.96 | 28.659839 | No | 110.625989 | 893.421668 | Low_spent_Medium_value_payments | 192.815676 | Standard | 214 |
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