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ID | Описание | Дата |
---|---|---|
48aa16e0-eb53-4b43-918a-8b87047a5e3e | monetize leading-edge channels | 2022-12-18 |
f05ea029-4e2d-49a4-a2d5-4a8356600bc8 | expedite bleeding-edge applications | 2018-12-29 |
fced2470-b8a9-4e21-8bd3-bfa7dad15cc8 | synthesize collaborative e-business | 2004-10-16 |
e8c1623c-f259-4430-b20f-4c824c82e937 | facilitate transparent networks | 1991-08-01 |
00db2acd-6ad0-4f3a-a083-3419d19a4e51 | aggregate cross-media methodologies | 1999-11-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Media_Manager | 30272.610 | 3 | 3 | 15 | 1 | 30 | 8 | 8.83 | 9.0 | Standard | 180.94 | 31.787664 | Yes | 17.975851 | 162.789710 | Low_spent_Small_value_payments | 335.106189 | Standard | 195 |
34 | Musician | 81411.200 | 5 | 5 | 6 | 1 | 13 | 2 | 5.48 | 5.0 | Good | 467.99 | 34.705795 | No | 42.529595 | 466.460110 | Low_spent_Large_value_payments | 414.736962 | Good | 346 |
19 | Media_Manager | 40327.220 | 5 | 5 | 7 | 0 | 13 | 2 | 7.87 | 4.0 | Good | 1073.76 | 26.860942 | NM | 0.000000 | 113.918948 | High_spent_Medium_value_payments | 495.641219 | Standard | 264 |
34 | Lawyer | 104917.740 | 5 | 4 | 9 | 2 | 16 | 2 | 2.10 | 4.0 | Good | 460.58 | 39.552135 | No | 173.935500 | 60.693891 | High_spent_Large_value_payments | 857.985109 | Standard | 0 |
45 | Engineer | 41535.690 | 0 | 4 | 12 | 0 | 22 | 2 | 4.45 | 3.0 | Good | 1077.75 | 32.999390 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 210.748542 | Poor | 333 |
35 | Developer | 104988.040 | 8 | 7 | 1 | 0 | 27 | 19 | 9.03 | 3.0 | Good | 87.85 | 28.010756 | No | 0.000000 | 533.492476 | Low_spent_Large_value_payments | 607.607858 | Poor | 203 |
37 | Accountant | 43108.400 | 3 | 6 | 8 | 0 | 19 | 14 | 11.49 | 5.0 | Good | 905.03 | 34.547810 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 510.248097 | Good | 344 |
54 | Teacher | 62347.860 | 8 | 7 | 7 | 0 | 11 | 6 | 6.78 | 2.0 | Standard | 681.95 | 34.453238 | No | 0.000000 | 116.307929 | High_spent_Medium_value_payments | 635.357571 | Standard | 286 |
20 | Writer | 150746.880 | 0 | 5 | 11 | 0 | 2 | 3 | 1.31 | 3.0 | Good | 696.58 | 32.366567 | No | 0.000000 | 375.299462 | High_spent_Medium_value_payments | 1133.624538 | Good | 357 |
53 | Scientist | 112021.600 | 7 | 6 | 5 | 0 | 14 | 13 | 6.88 | 2.0 | Standard | 1313.69 | 34.986091 | No | 0.000000 | 882.176922 | Low_spent_Medium_value_payments | 343.036412 | Standard | 328 |
20 | Manager | 32246.400 | 5 | 4 | 10 | 0 | 12 | 9 | 19.96 | 5.0 | Standard | 1396.38 | 30.333097 | Yes | 0.000000 | 148.560920 | Low_spent_Small_value_payments | 385.159080 | Standard | 277 |
39 | Doctor | 28279.120 | 4 | 7 | 13 | 0 | 23 | 15 | 13.74 | 8.0 | Standard | 329.28 | 33.144761 | Yes | 0.000000 | 95.485850 | High_spent_Small_value_payments | 394.573484 | Standard | 228 |
23 | Engineer | 88014.390 | 4 | 5 | 17 | 2 | 15 | 13 | 10.02 | 5.0 | Standard | 1221.97 | 38.419201 | Yes | 125.466484 | 133.413401 | High_spent_Small_value_payments | 718.373365 | Standard | 187 |
41 | Mechanic | 13986.835 | 6 | 3 | 15 | 2 | 5 | 14 | 7.21 | 6.0 | Standard | 482.88 | 28.981069 | No | 20.527575 | 72.950004 | Low_spent_Medium_value_payments | 327.679379 | Standard | 194 |
34 | Scientist | 15330.755 | 3 | 5 | 15 | 1 | 30 | 15 | 25.47 | 7.0 | Standard | 1055.32 | 39.226127 | Yes | 12.499410 | 17.897932 | High_spent_Medium_value_payments | 328.558950 | Standard | 150 |
54 | Entrepreneur | 32227.770 | 3 | 6 | 6 | 2 | 4 | 10 | 4.40 | 2.0 | Good | 430.39 | 27.708347 | No | 37.938021 | 45.191285 | High_spent_Small_value_payments | 426.335444 | Standard | 362 |
20 | Writer | 42395.160 | 1 | 5 | 8 | 4 | 2 | 2 | 9.40 | 2.0 | Good | 940.91 | 29.212604 | No | 135.018683 | 0.000000 | High_spent_Medium_value_payments | 411.729144 | Standard | 195 |
55 | Entrepreneur | 60244.720 | 6 | 6 | 2 | 3 | 29 | 15 | 6.53 | 0.0 | Good | 989.42 | 32.614579 | No | 105.662479 | 145.242699 | High_spent_Medium_value_payments | 518.834155 | Good | 267 |
30 | Writer | 140114.000 | 3 | 6 | 1 | 0 | 15 | 0 | 2.99 | 3.0 | Good | 50.10 | 34.971863 | No | 0.000000 | 1282.167453 | Low_spent_Small_value_payments | 168.149214 | Poor | 358 |
34 | Architect | 75455.340 | 3 | 6 | 11 | 1 | 29 | 13 | 9.77 | 8.0 | Standard | 68.09 | 34.999970 | NM | 60.421743 | 97.174928 | High_spent_Large_value_payments | 694.097829 | Good | 89 |
36 | Lawyer | 125179.950 | 4 | 3 | 9 | 0 | 17 | 1 | 1.74 | 6.0 | Good | 1344.09 | 35.765724 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 747.013568 | Poor | 192 |
53 | Lawyer | 32972.800 | 6 | 3 | 8 | 0 | 10 | 16 | 11.01 | 4.0 | Standard | 390.41 | 26.625805 | Yes | 0.000000 | 90.222423 | Low_spent_Large_value_payments | 463.450910 | Standard | 278 |
18 | Scientist | 32543.410 | 7 | 7 | 15 | 0 | 14 | 8 | 7.56 | 1.0 | Standard | 1415.01 | 33.449363 | No | 0.000000 | 197.429947 | Low_spent_Medium_value_payments | 378.865137 | Standard | 323 |
47 | Entrepreneur | 56615.100 | 5 | 6 | 1 | 1 | 6 | 10 | 0.77 | 5.0 | Good | 1170.66 | 26.074588 | No | 45.618895 | 327.918004 | Low_spent_Small_value_payments | 407.355601 | Standard | 240 |
32 | Writer | 28703.710 | 6 | 3 | 8 | 2 | 24 | 13 | 12.83 | 4.0 | Standard | 899.47 | 36.101128 | Yes | 37.842515 | 168.799240 | Low_spent_Large_value_payments | 325.955829 | Good | 339 |
37 | Engineer | 60255.900 | 5 | 3 | 16 | 1 | 13 | 12 | 0.00 | 7.0 | Standard | 1364.56 | 35.804873 | Yes | 27.484825 | 89.200618 | High_spent_Large_value_payments | 625.747058 | Standard | 243 |
40 | Lawyer | 7451.970 | 10 | 6 | 29 | 5 | 46 | 20 | 9.41 | 9.0 | Bad | 1428.75 | 40.135467 | Yes | 24.087191 | 50.325161 | Low_spent_Small_value_payments | 261.987398 | Standard | 139 |
36 | Media_Manager | 9648.820 | 4 | 7 | 6 | 6 | 20 | 16 | 10.94 | 5.0 | Standard | 1067.95 | 36.992281 | Yes | 29.060143 | 136.468828 | Low_spent_Small_value_payments | 233.677863 | Standard | 206 |
50 | Scientist | 42150.690 | 3 | 3 | 6 | 1 | 4 | 11 | 10.87 | 4.0 | Good | 1013.95 | 40.084278 | No | 33.366757 | 74.984936 | High_spent_Large_value_payments | 467.604057 | Poor | 372 |
23 | Scientist | 89870.980 | 1 | 4 | 3 | 3 | 10 | 5 | 5.08 | 1.0 | Good | 48.11 | 42.076543 | No | 192.145744 | 62.156166 | High_spent_Large_value_payments | 720.322923 | Standard | 319 |
40 | Manager | 17602.095 | 1 | 3 | 3 | 0 | 10 | 10 | 8.40 | 3.0 | Good | 599.08 | 23.494328 | No | 0.000000 | 51.569319 | Low_spent_Medium_value_payments | 374.114806 | Good | 259 |
19 | Lawyer | 43240.450 | 1 | 4 | 11 | 2 | 1 | 3 | 8.07 | 3.0 | Good | 1320.52 | 37.688477 | No | 40.922374 | 0.000000 | High_spent_Medium_value_payments | 512.011126 | Good | 353 |
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