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ID | Описание | Дата |
---|---|---|
9af4b02c-968f-4006-8f90-6a0fef1717c7 | incubate holistic architectures | 1992-07-18 |
0f22d177-2e1c-4e5a-9907-52bdd0006712 | visualize cross-media relationships | 2004-04-09 |
17841aba-6904-4c04-9efb-3b7f846a79b7 | enable world-class applications | 2025-02-28 |
6212b898-dced-472c-a15e-7ff187e31d0a | innovate wireless networks | 1994-11-13 |
656b5d68-0b62-47ea-a14c-7afe7768c6f4 | visualize strategic platforms | 1982-05-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Media_Manager | 99089.520 | 5 | 1 | 9 | 1 | 4 | 1 | 8.66 | 2.0 | Good | 338.95 | 27.285139 | No | 57.161229 | 124.222724 | High_spent_Large_value_payments | 889.562046 | Standard | 399 |
28 | Lawyer | 72140.070 | 6 | 5 | 9 | 1 | 23 | 14 | 19.52 | 4.0 | Standard | 638.12 | 32.504207 | Yes | 52.448822 | 295.121641 | Low_spent_Medium_value_payments | 510.196787 | Standard | 338 |
51 | Teacher | 17727.930 | 7 | 6 | 15 | 4 | 6 | 0 | 3.80 | 3.0 | Standard | 1017.20 | 36.051368 | Yes | 37.831855 | 105.252395 | Low_spent_Small_value_payments | 281.848500 | Standard | 309 |
30 | Engineer | 36993.430 | 0 | 4 | 2 | 2 | 10 | 6 | 1.90 | 0.0 | Good | 1357.79 | 27.398628 | NM | 37.642068 | 400.600044 | Low_spent_Small_value_payments | 186.636471 | Standard | 300 |
36 | Architect | 17604.075 | 7 | 7 | 13 | 3 | 6 | 15 | 4.10 | 4.0 | Standard | 353.62 | 34.222339 | No | 37.543836 | 79.406221 | Low_spent_Small_value_payments | 296.650568 | Standard | 300 |
51 | Journalist | 14274.540 | 7 | 6 | 10 | 0 | 18 | 11 | 8.13 | 4.0 | Good | 1251.36 | 34.639542 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 319.672307 | Poor | 338 |
53 | Manager | 93424.800 | 8 | 7 | 15 | 1 | 11 | 18 | 10.80 | 1.0 | Standard | 757.48 | 34.472810 | No | 46.950945 | 456.950336 | Low_spent_Medium_value_payments | 531.038719 | Standard | 268 |
19 | Journalist | 73928.780 | 8 | 7 | 11 | 3 | 5 | 16 | 15.54 | 8.0 | Standard | 1457.45 | 29.684397 | Yes | 150.559820 | 48.747812 | High_spent_Large_value_payments | 663.165535 | Standard | 230 |
21 | Journalist | 26697.270 | 4 | 7 | 10 | 4 | 16 | 19 | 13.85 | 9.0 | Standard | 942.40 | 26.696020 | Yes | 72.560081 | 158.596425 | Low_spent_Large_value_payments | 266.720744 | Standard | 346 |
42 | Developer | 21591.900 | 4 | 3 | 1 | 4 | 11 | 17 | 4.59 | 4.0 | Standard | 698.66 | 25.173010 | No | 62.813590 | 50.650318 | High_spent_Medium_value_payments | 334.868591 | Good | 376 |
41 | Engineer | 27392.760 | 3 | 3 | 17 | 3 | 20 | 12 | 17.33 | 7.0 | Standard | 1148.91 | 28.759223 | Yes | 42.548515 | 111.154973 | Low_spent_Small_value_payments | 391.969512 | Standard | 390 |
35 | Musician | 23357.870 | 4 | 5 | 7 | 4 | 28 | 15 | 17.38 | 5.0 | Standard | 1290.06 | 29.286472 | Yes | 44.872837 | 66.102196 | High_spent_Medium_value_payments | 339.873884 | Standard | 75 |
54 | Writer | 141219.080 | 5 | 7 | 11 | 0 | 9 | 0 | 7.15 | 2.0 | Good | 1126.33 | 33.453362 | No | 0.000000 | 533.815055 | High_spent_Small_value_payments | 902.310611 | Standard | 233 |
43 | Doctor | 56366.580 | 5 | 3 | 20 | 2 | 11 | 20 | 20.93 | 5.0 | Standard | 327.80 | 37.752016 | Yes | 65.360058 | 68.940939 | High_spent_Large_value_payments | 595.420503 | Standard | 283 |
31 | Doctor | 36463.210 | 6 | 5 | 11 | 0 | 8 | 20 | 7.19 | 6.0 | Standard | 914.86 | 34.412866 | Yes | 0.000000 | 123.954060 | High_spent_Small_value_payments | 430.806023 | Good | 273 |
46 | Scientist | 122658.640 | 8 | 3 | 14 | 2 | 30 | 10 | 7.98 | 2.0 | Standard | 210.65 | 29.763521 | NM | 155.410141 | 762.084376 | Low_spent_Small_value_payments | 374.560817 | Standard | 364 |
49 | Accountant | 11176.270 | 7 | 3 | 20 | 4 | 5 | 16 | 6.48 | 4.0 | Standard | 374.70 | 22.942527 | No | 19.383302 | 50.200668 | Low_spent_Small_value_payments | 288.451614 | Standard | 224 |
38 | Architect | 10917.655 | 5 | 4 | 19 | 6 | 8 | 15 | 12.49 | 7.0 | Standard | 278.25 | 31.670799 | Yes | 39.903735 | 78.242184 | Low_spent_Medium_value_payments | 279.434539 | Standard | 175 |
44 | Doctor | 38899.920 | 3 | 2 | 1 | 4 | 16 | 6 | 1.54 | 4.0 | Good | 1460.16 | 25.353585 | No | 104.049111 | 71.034765 | High_spent_Medium_value_payments | 420.882124 | Good | 307 |
36 | Architect | 15382.875 | 1 | 7 | 3 | 3 | 7 | 9 | 5.98 | 4.0 | Good | 893.47 | 35.571745 | NM | 23.907554 | 48.063924 | High_spent_Small_value_payments | 340.319147 | Standard | 238 |
48 | Doctor | 18369.330 | 4 | 6 | 6 | 3 | 4 | 2 | 7.09 | 6.0 | Good | 967.91 | 31.692423 | No | 27.555866 | 144.801370 | Low_spent_Large_value_payments | 255.620515 | Good | 274 |
55 | Scientist | 73490.500 | 6 | 7 | 18 | 2 | 13 | 15 | 16.71 | 4.0 | Standard | 33.14 | 27.408907 | No | 104.083707 | 224.772144 | High_spent_Medium_value_payments | 544.264982 | Standard | 383 |
53 | Mechanic | 10458.160 | 6 | 3 | 15 | 2 | 15 | 15 | 9.77 | 1.0 | Standard | 702.45 | 27.581764 | No | 9.521837 | 63.201501 | Low_spent_Small_value_payments | 327.627995 | Standard | 388 |
20 | Entrepreneur | 16047.010 | 7 | 3 | 19 | 1 | 8 | 12 | 6.89 | 4.0 | Standard | 183.15 | 27.900852 | Yes | 8.245354 | 62.825377 | Low_spent_Small_value_payments | 355.054353 | Standard | 282 |
34 | Architect | 40295.720 | 2 | 4 | 5 | 3 | 17 | 0 | 4.04 | 5.0 | Good | 457.44 | 34.287385 | No | 77.096024 | 245.510404 | Low_spent_Medium_value_payments | 320.191238 | Poor | 212 |
46 | Lawyer | 27589.120 | 4 | 5 | 15 | 1 | 25 | 20 | 3.89 | 0.0 | Standard | 99.33 | 26.879951 | No | 22.087934 | 38.433776 | High_spent_Medium_value_payments | 423.787623 | Standard | 229 |
19 | Mechanic | 39558.230 | 4 | 3 | 4 | 1 | 0 | 11 | 5.69 | 0.0 | Good | 349.48 | 30.303758 | No | 20.626402 | 84.491151 | High_spent_Large_value_payments | 489.134363 | Standard | 366 |
44 | Scientist | 17147.215 | 2 | 3 | 4 | 0 | 6 | 1 | 9.99 | 4.0 | Good | 5.80 | 34.731203 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 290.376349 | Good | 245 |
42 | Lawyer | 35469.720 | 3 | 4 | 10 | 0 | 14 | 16 | 2.38 | 1.0 | Standard | 1266.34 | 33.189199 | No | 0.000000 | 53.548917 | High_spent_Medium_value_payments | 479.832083 | Standard | 375 |
51 | Doctor | 33346.340 | 5 | 3 | 20 | 0 | 17 | 9 | 17.38 | 4.0 | Standard | 1050.39 | 24.535853 | Yes | 0.000000 | 111.417498 | Low_spent_Large_value_payments | 428.968669 | Poor | 287 |
48 | Developer | 115476.120 | 1 | 7 | 5 | 0 | 1 | 10 | 9.58 | 0.0 | Good | 162.90 | 31.420136 | No | 0.000000 | 191.607116 | High_spent_Medium_value_payments | 1043.493884 | Poor | 373 |
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