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ID | Описание | Дата |
---|---|---|
c9c8cfe1-e2b0-483d-a40c-b532a10c1398 | grow frictionless schemas | 2009-02-11 |
82490e65-5e4a-4023-947c-451715954ece | engage front-end relationships | 2002-09-25 |
3840893e-b596-4370-8d57-6f30cbfb9bc1 | generate killer metrics | 1996-01-28 |
bb19e7dd-ae7b-42c7-97be-b0558d815b82 | iterate holistic architectures | 1981-10-09 |
2b751eb1-5aba-4b05-b4d7-6efc09866326 | leverage holistic relationships | 1977-09-19 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Entrepreneur | 60552.760 | 3 | 7 | 12 | 3 | 30 | 11 | 9.72 | 4.0 | Good | 463.07 | 37.027523 | NM | 111.728820 | 66.536025 | High_spent_Medium_value_payments | 566.741488 | Poor | 225 |
25 | Scientist | 28406.160 | 2 | 4 | 2 | 0 | 22 | 5 | 10.23 | 4.0 | Good | 1115.66 | 37.096143 | No | 0.000000 | 57.034257 | High_spent_Small_value_payments | 440.083743 | Poor | 286 |
34 | Musician | 107275.710 | 6 | 7 | 6 | 0 | 20 | 10 | 7.28 | 1.0 | Good | 174.76 | 28.158743 | No | 0.000000 | 209.494580 | High_spent_Medium_value_payments | 959.369670 | Good | 207 |
30 | Engineer | 105860.040 | 5 | 5 | 13 | 2 | 9 | 13 | 9.09 | 9.0 | Standard | 224.70 | 28.998573 | Yes | 103.058567 | 636.366839 | Low_spent_Large_value_payments | 430.241594 | Standard | 209 |
47 | Doctor | 35171.340 | 1 | 3 | 3 | 0 | 14 | 0 | 0.75 | 0.0 | Good | 754.93 | 41.178154 | No | 0.000000 | 105.734105 | High_spent_Small_value_payments | 440.860395 | Good | 374 |
14 | Writer | 36597.550 | 3 | 4 | 11 | 0 | 13 | 14 | 16.86 | 7.0 | Standard | 983.51 | 23.139353 | Yes | 0.000000 | 264.091729 | Low_spent_Large_value_payments | 304.787854 | Poor | 380 |
34 | Scientist | 60552.240 | 7 | 5 | 19 | 4 | 25 | 18 | 10.57 | 6.0 | Standard | 32.83 | 34.099725 | Yes | 168.846508 | 105.943911 | High_spent_Small_value_payments | 464.611581 | Standard | 174 |
29 | Engineer | 97168.200 | 7 | 6 | 8 | 2 | 25 | 17 | 8.54 | 4.0 | Standard | 1226.83 | 32.235969 | Yes | 95.993931 | 211.887347 | High_spent_Small_value_payments | 752.353721 | Poor | 190 |
48 | Developer | 62170.260 | 5 | 7 | 13 | 4 | 19 | 10 | 12.04 | 8.0 | Standard | 1456.07 | 30.390256 | Yes | 197.810307 | 0.000000 | High_spent_Large_value_payments | 484.031705 | Standard | 259 |
24 | Entrepreneur | 104744.880 | 1 | 4 | 8 | 4 | 20 | 7 | 6.69 | 0.0 | Good | 705.05 | 32.487710 | No | 195.023417 | 728.608799 | Low_spent_Large_value_payments | 245.341784 | Poor | 0 |
41 | Teacher | 142639.960 | 5 | 4 | 16 | 1 | 21 | 13 | 14.69 | 2.0 | Standard | 1351.02 | 40.468170 | Yes | 60.285105 | 713.596682 | Low_spent_Small_value_payments | 694.884547 | Standard | 185 |
45 | Entrepreneur | 85656.280 | 1 | 3 | 3 | 1 | 15 | 1 | 0.00 | 1.0 | Good | 445.77 | 37.847530 | No | 52.550044 | 893.432260 | Low_spent_Small_value_payments | 60.120029 | Good | 362 |
18 | Teacher | 67503.360 | 7 | 5 | 18 | 1 | 10 | 17 | 9.52 | 1.0 | Standard | 323.93 | 38.494404 | No | 36.817027 | 399.074753 | Low_spent_Large_value_payments | 388.336220 | Standard | 232 |
29 | Accountant | 8865.630 | 8 | 4 | 16 | 3 | 7 | 10 | 10.22 | 6.0 | Standard | 7.64 | 37.777323 | Yes | 13.338408 | 0.000000 | High_spent_Large_value_payments | 288.199609 | Standard | 131 |
32 | Journalist | 135107.760 | 6 | 4 | 12 | 3 | 10 | 14 | 7.13 | 3.0 | Standard | 763.74 | 39.910585 | No | 193.883842 | 106.762560 | High_spent_Large_value_payments | 1067.051598 | Standard | 292 |
36 | Writer | 75306.680 | 2 | 4 | 6 | 3 | 3 | 2 | 1.43 | 2.0 | Good | 103.22 | 38.896762 | No | 158.607402 | 67.367528 | High_spent_Large_value_payments | 646.780737 | Standard | 372 |
53 | Accountant | 11514.085 | 7 | 5 | 8 | 0 | 20 | 10 | 4.76 | 3.0 | Standard | 1408.30 | 36.876575 | Yes | 0.000000 | 50.228171 | Low_spent_Large_value_payments | 307.922538 | Standard | 327 |
18 | Developer | 17599.480 | 2 | 6 | 6 | 1 | 12 | 2 | 7.01 | 0.0 | Good | 1426.15 | 32.200829 | No | 13.080691 | 62.248369 | High_spent_Small_value_payments | 304.933273 | Good | 228 |
48 | Engineer | 34053.280 | 3 | 6 | 5 | 3 | 1 | 10 | 5.81 | 3.0 | Good | 1033.06 | 26.000490 | No | 72.563969 | 187.446810 | Low_spent_Small_value_payments | 308.266554 | Standard | 387 |
26 | Media_Manager | 36585.120 | 7 | 6 | 15 | 1 | 20 | 15 | 6.85 | 0.0 | Standard | 1398.09 | 26.263837 | Yes | 21.564536 | 382.742556 | Low_spent_Small_value_payments | 171.068908 | Standard | 366 |
25 | Writer | 16293.385 | 2 | 1 | 6 | 0 | 3 | 0 | 5.21 | 2.0 | Good | 1189.57 | 36.484416 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 294.828391 | Good | 243 |
35 | Mechanic | 80132.130 | 4 | 4 | 8 | 0 | 26 | 10 | 6.81 | 1.0 | Good | 1128.73 | 23.544040 | No | 0.000000 | 643.292121 | Low_spent_Medium_value_payments | 319.675629 | Good | 325 |
21 | Developer | 58367.360 | 5 | 4 | 5 | 2 | 5 | 11 | 9.89 | 5.0 | Standard | 1339.95 | 40.912819 | Yes | 55.581503 | 98.817793 | High_spent_Medium_value_payments | 587.795370 | Standard | 206 |
37 | Accountant | 42588.140 | 7 | 3 | 6 | 0 | 25 | 19 | 0.89 | 2.0 | Standard | 751.44 | 31.102332 | No | 0.000000 | 165.014147 | High_spent_Small_value_payments | 431.787019 | Standard | 231 |
17 | Accountant | 7596.060 | 6 | 6 | 17 | 4 | 27 | 18 | 16.19 | 7.0 | Standard | 1357.91 | 27.019493 | Yes | 17.436603 | 62.837076 | Low_spent_Small_value_payments | 301.626821 | Standard | 0 |
50 | Lawyer | 40330.080 | 5 | 6 | 3 | 4 | 10 | 5 | 0.79 | 5.0 | Good | 613.91 | 25.638121 | No | 108.802625 | 111.413468 | Low_spent_Medium_value_payments | 386.967907 | Poor | 248 |
22 | Doctor | 117342.920 | 6 | 6 | 17 | 1 | 5 | 19 | 12.27 | 6.0 | Standard | 764.82 | 34.694133 | Yes | 74.134685 | 576.257976 | Low_spent_Large_value_payments | 619.265006 | Poor | 311 |
50 | Musician | 59555.680 | 3 | 5 | 6 | 2 | 10 | 9 | 15.81 | 0.0 | Standard | 1384.55 | 23.634105 | Yes | 75.001547 | 322.488350 | High_spent_Small_value_payments | 328.907436 | Standard | 361 |
42 | Teacher | 46407.580 | 5 | 4 | 17 | 2 | 11 | 18 | 14.60 | 8.0 | Standard | 952.39 | 26.296840 | Yes | 75.309364 | 337.432518 | Low_spent_Large_value_payments | 240.487952 | Standard | 238 |
53 | Manager | 15480.030 | 5 | 5 | 8 | 0 | 9 | 0 | 1.63 | 1.0 | Good | 928.78 | 29.102367 | No | 0.000000 | 108.316592 | Low_spent_Medium_value_payments | 294.483658 | Poor | 323 |
53 | Doctor | 37201.060 | 0 | 5 | 2 | 2 | 7 | 0 | 2.99 | 4.0 | Good | 518.13 | 39.693687 | No | 37.220393 | 186.061866 | Low_spent_Small_value_payments | 370.426575 | Standard | 332 |
31 | Writer | 70926.060 | 7 | 7 | 10 | 2 | 13 | 16 | 9.79 | 6.0 | Standard | 332.75 | 33.359830 | No | 67.185777 | 320.072580 | Low_spent_Small_value_payments | 476.892143 | Standard | 355 |
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