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ID | Описание | Дата |
---|---|---|
0189dd33-4f8c-4fdc-a881-49e78f441590 | empower frictionless platforms | 1975-07-03 |
2815d8c6-f2ac-453e-8092-bb551a7be779 | whiteboard holistic markets | 2017-08-21 |
7d12e140-80c7-4536-b0a5-7241e36c10bc | innovate B2B e-tailers | 2023-06-23 |
eed67679-520f-43c3-8a35-40d1dc14182c | aggregate wireless architectures | 1985-02-20 |
08fe80e7-1170-4486-baab-c90127b2e886 | engineer sticky models | 1975-04-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Manager | 71681.400 | 3 | 6 | 15 | 1 | 5 | 6 | 10.44 | 0.0 | Standard | 1293.02 | 34.983562 | Yes | 53.923514 | 414.896549 | Low_spent_Medium_value_payments | 391.124937 | Good | 312 |
20 | Scientist | 78139.420 | 3 | 5 | 1 | 0 | 9 | 2 | 9.26 | 4.0 | Good | 1116.88 | 29.760894 | No | 0.000000 | 394.811697 | Low_spent_Large_value_payments | 506.750137 | Standard | 369 |
55 | Media_Manager | 43307.120 | 0 | 4 | 12 | 3 | 3 | 10 | 0.95 | 6.0 | Good | 301.82 | 37.046972 | No | 63.521649 | 156.375748 | High_spent_Medium_value_payments | 416.595270 | Standard | 290 |
36 | Architect | 32881.920 | 4 | 7 | 10 | 2 | 11 | 1 | 4.60 | 0.0 | Good | 479.81 | 27.857971 | No | 33.243200 | 0.000000 | Low_spent_Small_value_payments | 279.165469 | Standard | 229 |
33 | Doctor | 34633.280 | 0 | 3 | 5 | 4 | 15 | 12 | 6.10 | 3.0 | Good | 323.53 | 28.618682 | No | 107.688290 | 0.000000 | Low_spent_Small_value_payments | 177.968216 | Standard | 341 |
16 | Journalist | 61277.550 | 5 | 6 | 14 | 2 | 9 | 15 | 15.54 | 5.0 | Standard | 1380.47 | 30.933544 | Yes | 88.566258 | 503.013769 | Low_spent_Small_value_payments | 186.066222 | Standard | 93 |
48 | Developer | 66120.990 | 7 | 4 | 20 | 2 | 14 | 14 | 11.65 | 0.0 | Standard | 553.15 | 25.225005 | No | 95.358102 | 126.118425 | High_spent_Medium_value_payments | 595.031723 | Good | 217 |
47 | Teacher | 11617.390 | 7 | 7 | 16 | 1 | 22 | 16 | 17.01 | 7.0 | Standard | 816.39 | 26.638083 | Yes | 5.463309 | 41.975048 | High_spent_Small_value_payments | 297.573227 | Standard | 389 |
52 | Teacher | 72304.380 | 8 | 7 | 14 | 2 | 19 | 8 | 8.94 | 2.0 | Standard | 1295.99 | 33.176795 | Yes | 64.069202 | 115.033669 | High_spent_Medium_value_payments | 680.833629 | Standard | 393 |
39 | Lawyer | 95329.230 | 4 | 1 | 8 | 1 | 14 | 2 | 5.74 | 0.0 | Good | 832.55 | 37.527294 | No | 78.199023 | 123.073640 | High_spent_Large_value_payments | 825.037587 | Good | 363 |
43 | Developer | 36886.490 | 4 | 7 | 20 | 0 | 6 | 17 | 19.54 | 4.0 | Standard | 1251.85 | 29.458013 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 255.133793 | Standard | 256 |
37 | Lawyer | 34978.290 | 3 | 6 | 13 | 4 | 10 | 15 | 15.40 | 6.0 | Standard | 1219.82 | 38.707364 | Yes | 79.502456 | 241.239560 | Low_spent_Medium_value_payments | 259.743734 | Standard | 202 |
28 | Media_Manager | 55245.880 | 3 | 3 | 12 | 2 | 11 | 18 | 11.32 | 10.0 | Standard | 137.95 | 40.100542 | Yes | 54.556181 | 197.802061 | High_spent_Medium_value_payments | 483.824091 | Good | 127 |
30 | Doctor | 24813.210 | 6 | 4 | 18 | 3 | 17 | 20 | 2.35 | 8.0 | Standard | 573.77 | 34.702006 | Yes | 31.605566 | 67.158795 | High_spent_Medium_value_payments | 368.112389 | Standard | 350 |
29 | Doctor | 32438.590 | 3 | 4 | 2 | 2 | 15 | 17 | 10.62 | 4.0 | Good | 64.65 | 29.782748 | No | 38.481829 | 195.086266 | Low_spent_Medium_value_payments | 327.553488 | Good | 197 |
38 | Manager | 9917.025 | 5 | 6 | 17 | 2 | 11 | 17 | 13.96 | 8.0 | Standard | 1065.19 | 38.902101 | Yes | 14.199058 | 108.135971 | Low_spent_Medium_value_payments | 267.606847 | Standard | 148 |
15 | Media_Manager | 26938.020 | 3 | 5 | 8 | 4 | 18 | 10 | 6.43 | 4.0 | Standard | 579.96 | 30.174021 | Yes | 79.047610 | 42.177410 | High_spent_Medium_value_payments | 356.558479 | Standard | 216 |
31 | Mechanic | 40196.900 | 2 | 5 | 7 | 1 | 0 | 12 | 8.07 | 0.0 | Good | 613.90 | 40.638126 | No | 20.998536 | 0.000000 | High_spent_Large_value_payments | 516.353150 | Good | 233 |
24 | Lawyer | 73062.600 | 4 | 7 | 20 | 4 | 20 | 12 | 14.24 | 5.0 | Standard | 280.10 | 31.913428 | Yes | 176.852443 | 436.555700 | Low_spent_Large_value_payments | 283.346857 | Standard | 203 |
26 | Engineer | 112030.920 | 1 | 4 | 4 | 2 | 9 | 11 | 9.15 | 0.0 | Good | 1385.67 | 34.502382 | No | 151.158299 | 697.564899 | Low_spent_Large_value_payments | 358.167802 | Good | 0 |
34 | Mechanic | 21765.990 | 3 | 3 | 8 | 1 | 7 | 8 | 1.43 | 4.0 | Good | 866.29 | 36.050313 | No | 16.547229 | 135.568264 | Low_spent_Small_value_payments | 332.167757 | Poor | 381 |
53 | Musician | 123800.800 | 5 | 3 | 7 | 2 | 7 | 0 | 7.21 | 1.0 | Good | 832.14 | 39.581195 | No | 104.692637 | 0.000000 | High_spent_Medium_value_payments | 844.671259 | Good | 293 |
27 | Architect | 43704.550 | 4 | 5 | 10 | 3 | 9 | 8 | 13.39 | 0.0 | Good | 737.37 | 29.623859 | No | 81.483977 | 125.110749 | High_spent_Medium_value_payments | 391.509857 | Good | 326 |
30 | Doctor | 15440.420 | 7 | 6 | 13 | 0 | 7 | 14 | 7.48 | 4.0 | Standard | 1277.85 | 40.176551 | Yes | 0.000000 | 92.752512 | Low_spent_Large_value_payments | 326.917655 | Standard | 229 |
52 | Journalist | 89607.240 | 0 | 5 | 12 | 2 | 12 | 3 | 4.54 | 7.0 | Good | 715.19 | 38.361580 | NM | 147.847009 | 57.367818 | High_spent_Large_value_payments | 760.412173 | Good | 362 |
18 | Doctor | 25454.670 | 4 | 3 | 7 | 0 | 22 | 13 | 1.61 | 0.0 | Standard | 256.91 | 39.933487 | NM | 0.000000 | 42.390789 | High_spent_Small_value_payments | 423.431461 | Standard | 371 |
32 | Writer | 21205.820 | 3 | 3 | 3 | 0 | 11 | 5 | 10.72 | 3.0 | Good | 848.17 | 39.515190 | No | 0.000000 | 80.633375 | Low_spent_Small_value_payments | 397.381792 | Poor | 287 |
36 | Entrepreneur | 13701.675 | 8 | 6 | 19 | 1 | 7 | 10 | 11.90 | 9.0 | Standard | 1060.40 | 38.421694 | Yes | 7.968655 | 81.709907 | Low_spent_Small_value_payments | 323.602063 | Standard | 284 |
42 | Engineer | 8898.785 | 9 | 5 | 30 | 8 | 28 | 15 | 5.36 | 10.0 | Bad | 1292.14 | 30.363434 | Yes | 54.340084 | 18.611299 | High_spent_Small_value_payments | 284.405159 | Poor | 104 |
51 | Journalist | 113630.400 | 4 | 5 | 5 | 0 | 7 | 8 | 9.80 | 4.0 | Good | 115.38 | 34.704542 | No | 0.000000 | 138.419403 | High_spent_Medium_value_payments | 1083.500597 | Good | 330 |
36 | Developer | 70144.540 | 3 | 3 | 14 | 3 | 28 | 9 | 11.95 | 5.0 | Standard | 819.99 | 32.788293 | Yes | 156.992388 | 121.983070 | High_spent_Medium_value_payments | 537.562375 | Poor | 187 |
24 | Architect | 24723.630 | 5 | 5 | 18 | 1 | 20 | 22 | 11.35 | 3.0 | Standard | 327.48 | 37.626747 | No | 11.481055 | 129.037464 | Low_spent_Large_value_payments | 352.911732 | Standard | 201 |
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