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ID | Описание | Дата |
---|---|---|
5e84ced7-9b82-400f-8a81-845f6426762d | architect synergistic supply-chains | 2019-06-13 |
f2a449c1-e8c5-4a11-93b7-86bb5e1e817b | revolutionize transparent e-markets | 2012-01-31 |
cc9a4921-6a7e-4fa5-8a8f-122be0cbb87c | deploy ubiquitous portals | 2006-07-21 |
daa2b4fb-36c1-43ea-8714-1ca474ba4e9f | engage interactive bandwidth | 2001-02-09 |
d4e305bd-a0b3-4876-936a-e3ce1717dcbf | optimize sticky partnerships | 1993-05-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Lawyer | 92794.040 | 4 | 7 | 7 | 0 | 32 | 16 | 11.09 | 3.0 | Standard | 1269.40 | 26.453813 | Yes | 0.000000 | 118.790047 | High_spent_Medium_value_payments | 887.493620 | Standard | 334 |
27 | Musician | 75044.980 | 0 | 1 | 2 | 2 | 13 | 15 | 7.49 | 4.0 | Good | 933.23 | 27.463623 | No | 68.311538 | 76.638277 | High_spent_Medium_value_payments | 701.825018 | Good | 348 |
43 | Entrepreneur | 63658.260 | 3 | 6 | 12 | 2 | 24 | 20 | 14.57 | 4.0 | Standard | 498.59 | 28.743616 | Yes | 81.236195 | 519.659896 | Low_spent_Small_value_payments | 217.289409 | Standard | 317 |
24 | Manager | 42147.890 | 5 | 4 | 2 | 2 | 4 | 9 | 2.02 | 2.0 | Good | 333.70 | 40.147894 | No | 44.477372 | 178.969426 | High_spent_Small_value_payments | 364.885618 | Good | 0 |
22 | Journalist | 22119.355 | 2 | 7 | 11 | 2 | 0 | 0 | 6.92 | 0.0 | Good | 1111.07 | 31.756668 | No | 33.295075 | 210.929029 | Low_spent_Small_value_payments | 238.303854 | Standard | 316 |
15 | Scientist | 80657.840 | 7 | 7 | 13 | 3 | 25 | 19 | 4.33 | 8.0 | Standard | 1017.73 | 38.085002 | Yes | 167.496713 | 51.145961 | High_spent_Large_value_payments | 674.805993 | Standard | 250 |
26 | Teacher | 94287.360 | 4 | 4 | 13 | 2 | 27 | 17 | 18.66 | 2.0 | Standard | 1261.99 | 37.540384 | NM | 124.143016 | 650.011683 | Low_spent_Medium_value_payments | 288.173300 | Standard | 188 |
36 | Writer | 9888.700 | 8 | 7 | 33 | 5 | 21 | 16 | 17.50 | 6.0 | Standard | 1416.74 | 26.111053 | Yes | 100.782846 | 78.560206 | Low_spent_Small_value_payments | 273.007592 | Poor | 83 |
54 | Lawyer | 34476.640 | 5 | 6 | 19 | 2 | 8 | 12 | 11.44 | 2.0 | Standard | 772.61 | 31.606466 | Yes | 164.995629 | 181.292868 | Low_spent_Medium_value_payments | 349.823347 | Good | 284 |
48 | Doctor | 15279.545 | 0 | 5 | 8 | 3 | 1 | 4 | 6.99 | 4.0 | Good | 168.35 | 37.459853 | NM | 76.539303 | 197.382020 | Low_spent_Small_value_payments | 220.112008 | Good | 368 |
53 | Mechanic | 53003.180 | 6 | 6 | 6 | 4 | 20 | 15 | 2.84 | 4.0 | Standard | 1387.17 | 26.860073 | Yes | 175.354455 | 211.764456 | Low_spent_Medium_value_payments | 320.474256 | Standard | 351 |
27 | Doctor | 7153.435 | 8 | 9 | 24 | 2 | 48 | 0 | 23.98 | 10.0 | Standard | 1272.77 | 30.218274 | NM | 7.054436 | 0.000000 | Low_spent_Small_value_payments | 272.012085 | Poor | 168 |
55 | Writer | 52042.320 | 3 | 7 | 7 | 1 | 30 | 9 | 6.86 | 0.0 | Standard | 1160.30 | 26.310819 | No | 39.287867 | 459.503850 | Low_spent_Small_value_payments | 204.294283 | Standard | 262 |
45 | Lawyer | 17502.190 | 7 | 5 | 6 | 5 | 5 | 11 | 11.32 | 4.0 | Standard | 251.99 | 33.290380 | Yes | 52.999514 | 58.671832 | Low_spent_Small_value_payments | 316.380237 | Standard | 162 |
25 | Developer | 19137.300 | 10 | 7 | 27 | 2 | 51 | 25 | 10.29 | 8.0 | Bad | 1461.56 | 35.568152 | Yes | 29.701607 | 105.168092 | High_spent_Small_value_payments | 312.307801 | Poor | 185 |
45 | Journalist | 7807.285 | 4 | 6 | 13 | 2 | 14 | 20 | 16.31 | 4.0 | Standard | 692.63 | 38.483155 | Yes | 7.771075 | 75.018078 | Low_spent_Small_value_payments | 267.871555 | Standard | 84 |
31 | Manager | 106309.800 | 5 | 3 | 8 | 3 | 9 | 14 | 12.81 | 2.0 | Good | 241.08 | 26.353672 | No | 197.627402 | 790.169395 | Low_spent_Medium_value_payments | 184.718203 | Good | 199 |
36 | Media_Manager | 24881.150 | 4 | 6 | 19 | 2 | 9 | 9 | 17.84 | 9.0 | Standard | 931.68 | 24.200709 | NM | 40.173667 | 127.813818 | Low_spent_Medium_value_payments | 342.455432 | Standard | 216 |
32 | Doctor | 50109.760 | 6 | 3 | 4 | 1 | 16 | 19 | 9.66 | 0.0 | Good | 893.62 | 36.099020 | No | 22.847438 | 122.640013 | High_spent_Small_value_payments | 549.993883 | Good | 193 |
48 | Lawyer | 60865.050 | 5 | 7 | 3 | 3 | 21 | 8 | 3.23 | 0.0 | Standard | 1188.49 | 33.805845 | No | 140.209934 | 85.366529 | High_spent_Medium_value_payments | 546.532287 | Standard | 302 |
45 | Developer | 88203.740 | 4 | 4 | 12 | 0 | 3 | 0 | 10.76 | 6.0 | Good | 1125.35 | 25.440432 | No | 0.000000 | 642.360131 | Low_spent_Medium_value_payments | 379.171036 | Good | 267 |
20 | Engineer | 77108.980 | 5 | 2 | 8 | 3 | 6 | 8 | 11.60 | 1.0 | Good | 482.99 | 28.991304 | No | 102.356773 | 436.962931 | Low_spent_Large_value_payments | 383.555129 | Good | 214 |
52 | Engineer | 124782.200 | 5 | 3 | 1 | 1 | 13 | 10 | 11.49 | 2.0 | Good | 1218.72 | 28.765485 | No | 61.041768 | 305.712207 | High_spent_Small_value_payments | 905.597691 | Good | 367 |
56 | Entrepreneur | 25793.110 | 4 | 7 | 20 | 3 | 8 | 12 | 8.78 | 9.0 | Standard | 413.08 | 24.806427 | NM | 47.579358 | 91.476460 | High_spent_Medium_value_payments | 343.186766 | Standard | 356 |
25 | Musician | 34202.450 | 3 | 4 | 14 | 4 | 29 | 13 | 1.39 | 2.0 | Standard | 852.87 | 29.565551 | Yes | 85.277083 | 53.737264 | High_spent_Medium_value_payments | 373.706070 | Standard | 319 |
55 | Lawyer | 88044.600 | 5 | 4 | 5 | 0 | 28 | 2 | 10.57 | 7.0 | Good | 344.46 | 32.889770 | No | 0.000000 | 165.112173 | High_spent_Large_value_payments | 782.192827 | Poor | 399 |
54 | Lawyer | 16188.160 | 7 | 4 | 1 | 4 | 8 | 20 | 9.52 | 2.0 | Standard | 1029.46 | 33.712973 | No | 41.572260 | 90.757747 | Low_spent_Small_value_payments | 297.271327 | Standard | 290 |
38 | Doctor | 32875.170 | 4 | 1 | 8 | 2 | 2 | 2 | 14.55 | 0.0 | Good | 122.69 | 29.048974 | No | 30.868015 | 48.879192 | High_spent_Small_value_payments | 446.012543 | Good | 202 |
36 | Developer | 11911.715 | 5 | 6 | 11 | 6 | 22 | 17 | 0.00 | 8.0 | Standard | 1147.49 | 29.104532 | Yes | 33.122454 | 123.172412 | Low_spent_Small_value_payments | 225.469426 | Standard | 85 |
44 | Architect | 70447.260 | 8 | 4 | 1 | 3 | 26 | 10 | 0.54 | 6.0 | Standard | 904.34 | 40.045036 | NM | 111.172179 | 114.037766 | High_spent_Medium_value_payments | 609.150555 | Standard | 378 |
33 | Writer | 30620.690 | 3 | 7 | 10 | 3 | 11 | 8 | 10.46 | 3.0 | Good | 1395.64 | 32.980469 | No | 67.053819 | 78.748345 | High_spent_Medium_value_payments | 336.470253 | Standard | 214 |
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