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ID | Описание | Дата |
---|---|---|
3382b30d-ea6e-42db-bfcf-093d8cc92f38 | repurpose virtual applications | 2011-10-07 |
2f3c954f-c57a-4412-8800-86266bb47882 | re-contextualize impactful e-business | 1981-05-06 |
9096364b-2e21-4d80-a854-c43a7d0a3a4a | re-intermediate sticky interfaces | 2025-06-24 |
f896f52b-7e21-476b-9823-a7d9201b400c | visualize integrated methodologies | 1992-01-10 |
371aaec1-a672-4ebb-98f1-1684fbbfa920 | strategize bleeding-edge markets | 2016-04-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Lawyer | 63635.120 | 3 | 4 | 2 | 2 | 12 | 10 | 10.25 | 4.0 | Good | 122.65 | 26.674300 | No | 57.716066 | 81.887764 | High_spent_Medium_value_payments | 658.088838 | Standard | 297 |
40 | Doctor | 86290.140 | 4 | 3 | 8 | 3 | 26 | 8 | 4.53 | 2.0 | Standard | 841.82 | 29.291579 | Yes | 173.947597 | 55.315328 | High_spent_Large_value_payments | 748.921575 | Standard | 251 |
47 | Accountant | 69869.920 | 4 | 5 | 13 | 2 | 13 | 22 | 18.42 | 0.0 | Standard | 220.97 | 29.403530 | NM | 99.357500 | 64.934810 | High_spent_Medium_value_payments | 679.757023 | Standard | 396 |
23 | Developer | 73458.160 | 1 | 4 | 5 | 4 | 8 | 3 | 5.31 | 3.0 | Good | 121.79 | 31.884498 | No | 139.617352 | 144.370336 | High_spent_Medium_value_payments | 581.163646 | Standard | 0 |
41 | Architect | 33209.270 | 1 | 6 | 8 | 2 | 24 | 4 | 11.99 | 4.0 | Good | 743.65 | 39.494178 | No | 54.263163 | 112.069599 | Low_spent_Medium_value_payments | 409.111155 | Standard | 202 |
55 | Teacher | 28517.530 | 1 | 4 | 8 | 4 | 0 | 7 | 5.64 | 1.0 | Good | 263.92 | 36.120823 | No | 89.355573 | 157.356890 | Low_spent_Large_value_payments | 237.233620 | Good | 190 |
38 | Media_Manager | 37263.450 | 3 | 3 | 7 | 0 | 3 | 6 | 7.76 | 2.0 | Good | 1238.06 | 41.943938 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 500.134185 | Standard | 375 |
46 | Writer | 35539.560 | 3 | 4 | 5 | 0 | 19 | 8 | 6.40 | 2.0 | Good | 819.48 | 40.363823 | No | 0.000000 | 83.416483 | High_spent_Small_value_payments | 471.946517 | Poor | 323 |
50 | Engineer | 130169.920 | 8 | 6 | 17 | 1 | 29 | 0 | 3.62 | 2.0 | Standard | 354.32 | 40.697339 | Yes | 91.758128 | 533.012899 | Low_spent_Small_value_payments | 776.278306 | Standard | 395 |
19 | Mechanic | 20403.520 | 1 | 7 | 12 | 1 | 1 | 0 | 3.85 | 4.0 | Good | 397.38 | 33.879409 | No | 13.890726 | 45.152879 | Low_spent_Large_value_payments | 386.485728 | Standard | 387 |
21 | Doctor | 118386.400 | 4 | 6 | 1 | 0 | 5 | 1 | 15.71 | 4.0 | Good | 0.77 | 26.553717 | No | 0.000000 | 806.590494 | Low_spent_Large_value_payments | 476.062840 | Standard | 315 |
36 | Media_Manager | 32597.480 | 1 | 2 | 2 | 2 | 10 | 11 | 6.30 | 2.0 | Good | 1313.52 | 38.474086 | No | 45.053385 | 271.676537 | Low_spent_Small_value_payments | 246.715744 | Good | 233 |
31 | Accountant | 33643.540 | 4 | 6 | 20 | 5 | 6 | 17 | 8.56 | 8.0 | Standard | 1300.70 | 25.920953 | Yes | 70.536064 | 102.180890 | High_spent_Small_value_payments | 392.145880 | Standard | 187 |
41 | Media_Manager | 16734.130 | 0 | 6 | 6 | 1 | 5 | 10 | 0.00 | 0.0 | Good | 1418.31 | 29.570472 | No | 9.910188 | 122.013359 | Low_spent_Small_value_payments | 301.027536 | Standard | 335 |
26 | Architect | 26649.480 | 4 | 6 | 4 | 4 | 27 | 22 | 7.49 | 7.0 | Standard | 496.59 | 26.255375 | No | 73.109453 | 0.000000 | Low_spent_Small_value_payments | 223.659922 | Poor | 288 |
40 | Lawyer | 28278.990 | 8 | 7 | 16 | 1 | 13 | 10 | 8.97 | 2.0 | Standard | 796.54 | 30.568599 | No | 12.700163 | 222.021303 | Low_spent_Medium_value_payments | 274.636784 | Standard | 354 |
40 | Musician | 30839.770 | 4 | 6 | 20 | 3 | 23 | 13 | 7.66 | 4.0 | Standard | 1086.63 | 30.750548 | No | 76.719163 | 20.085686 | High_spent_Large_value_payments | 377.793234 | Standard | 301 |
27 | Media_Manager | 38218.300 | 7 | 3 | 16 | 5 | 15 | 8 | 18.78 | 8.0 | Standard | 1300.39 | 31.592084 | Yes | 113.146497 | 57.126196 | High_spent_Large_value_payments | 397.313140 | Standard | 227 |
42 | Mechanic | 10542.045 | 7 | 6 | 19 | 4 | 5 | 10 | 5.54 | 0.0 | Standard | 528.87 | 30.468956 | No | 25.948712 | 71.968285 | Low_spent_Large_value_payments | 280.333378 | Standard | 212 |
16 | Musician | 31816.070 | 4 | 5 | 18 | 4 | 5 | 14 | 13.80 | 6.0 | Standard | 4.82 | 32.650997 | Yes | 105.426392 | 67.813638 | High_spent_Medium_value_payments | 320.993887 | Standard | 376 |
30 | Writer | 120629.040 | 2 | 5 | 12 | 2 | 6 | 11 | 5.53 | 1.0 | Good | 413.86 | 26.295315 | No | 183.805250 | 693.622402 | High_spent_Small_value_payments | 379.614349 | Standard | 258 |
39 | Writer | 81438.560 | 3 | 4 | 20 | 2 | 28 | 11 | 8.21 | 8.0 | Standard | 509.44 | 39.430378 | Yes | 84.273956 | 317.999891 | High_spent_Small_value_payments | 556.680820 | Standard | 88 |
53 | Accountant | 16243.105 | 3 | 3 | 12 | 2 | 6 | 11 | 7.43 | 2.0 | Good | 877.04 | 24.465920 | No | 20.865338 | 113.853497 | Low_spent_Small_value_payments | 266.440373 | Standard | 183 |
35 | Architect | 20344.020 | 3 | 3 | 33 | 2 | 6 | 20 | 13.29 | 11.0 | Standard | 1391.92 | 37.398075 | NM | 19.018108 | 0.000000 | Low_spent_Small_value_payments | 373.118948 | Poor | 210 |
23 | Scientist | 70851.840 | 8 | 6 | 11 | 2 | 5 | 11 | 13.86 | 8.0 | Standard | 972.89 | 34.979965 | Yes | 97.027900 | 95.816833 | High_spent_Large_value_payments | 641.887267 | Standard | 396 |
33 | Scientist | 133547.250 | 0 | 4 | 7 | 1 | 7 | 3 | 10.36 | 1.0 | Good | 323.83 | 30.936387 | No | 104.016276 | 1334.983355 | Low_spent_Small_value_payments | 0.000000 | Good | 399 |
48 | Engineer | 80942.220 | 5 | 1 | 11 | 0 | 15 | 2 | 4.13 | 4.0 | Good | 405.01 | 41.790164 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 753.262796 | Good | 377 |
52 | Lawyer | 14696.765 | 4 | 4 | 6 | 3 | 3 | 7 | 3.96 | 3.0 | Good | 531.86 | 36.152070 | No | 21.488802 | 131.800755 | Low_spent_Medium_value_payments | 254.083485 | Good | 238 |
49 | Musician | 11527.375 | 5 | 5 | 1 | 0 | 13 | 19 | 6.33 | 2.0 | Good | 1351.42 | 32.451183 | No | 0.000000 | 26.708083 | Low_spent_Small_value_payments | 336.653376 | Good | 191 |
56 | Media_Manager | 13251.255 | 4 | 3 | 13 | 1 | 10 | 17 | 6.75 | 3.0 | Standard | 921.57 | 33.395578 | No | 5.748476 | 98.695713 | Low_spent_Small_value_payments | 317.382936 | Standard | 224 |
35 | Accountant | 19879.050 | 4 | 4 | 12 | 0 | 25 | 13 | 11.03 | 4.0 | Standard | 1013.71 | 31.902322 | No | 0.000000 | 99.341692 | Low_spent_Small_value_payments | 337.117058 | Standard | 223 |
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